From 1640d63bd430a60672a86ab077a8823482c963a5 Mon Sep 17 00:00:00 2001 From: kaylieee Date: Wed, 17 Jun 2026 16:21:22 -0700 Subject: [PATCH 01/45] regen projects --- .../ai/projects/BetaRoutinesAsyncClient.java | 2 +- .../azure/ai/projects/BetaRoutinesClient.java | 2 +- .../implementation/BetaRoutinesImpl.java | 8 +++---- .../models/FoundryFeaturesOptInKeys.java | 9 ++------ .../azure/ai/projects/models/RoutineRun.java | 13 +++++++---- .../projects/models/TimerRoutineTrigger.java | 23 +++++++++++-------- .../META-INF/azure-ai-projects_metadata.json | 2 +- ...p-location.yaml.hide => tsp-location.yaml} | 3 +-- 8 files changed, 33 insertions(+), 29 deletions(-) rename sdk/ai/azure-ai-projects/{tsp-location.yaml.hide => tsp-location.yaml} (93%) diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java index 56e84d889017..54b7515a2ce9 100644 --- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java +++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java @@ -335,7 +335,7 @@ public Mono> deleteRoutineWithResponse(String routineName, Reques * {@code * { * id: String (Required) - * status: String (Optional) + * status: BinaryData (Optional) * phase: String(queued/dispatching/completed/failed) (Optional) * trigger_type: String(custom/github_issue/schedule/timer) (Optional) * trigger_name: String (Optional) diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java index 75ada9132b69..42406b22ada5 100644 --- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java +++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java @@ -325,7 +325,7 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio * {@code * { * id: String (Required) - * status: String (Optional) + * status: BinaryData (Optional) * phase: String(queued/dispatching/completed/failed) (Optional) * trigger_type: String(custom/github_issue/schedule/timer) (Optional) * trigger_name: String (Optional) diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java index a9cf408a172e..64beb39296d2 100644 --- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java +++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java @@ -910,7 +910,7 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio * {@code * { * id: String (Required) - * status: String (Optional) + * status: BinaryData (Optional) * phase: String(queued/dispatching/completed/failed) (Optional) * trigger_type: String(custom/github_issue/schedule/timer) (Optional) * trigger_name: String (Optional) @@ -980,7 +980,7 @@ private Mono> listRoutineRunsSinglePageAsync(String ro * {@code * { * id: String (Required) - * status: String (Optional) + * status: BinaryData (Optional) * phase: String(queued/dispatching/completed/failed) (Optional) * trigger_type: String(custom/github_issue/schedule/timer) (Optional) * trigger_name: String (Optional) @@ -1043,7 +1043,7 @@ public PagedFlux listRoutineRunsAsync(String routineName, RequestOpt * {@code * { * id: String (Required) - * status: String (Optional) + * status: BinaryData (Optional) * phase: String(queued/dispatching/completed/failed) (Optional) * trigger_type: String(custom/github_issue/schedule/timer) (Optional) * trigger_name: String (Optional) @@ -1110,7 +1110,7 @@ private PagedResponse listRoutineRunsSinglePage(String routineName, * {@code * { * id: String (Required) - * status: String (Optional) + * status: BinaryData (Optional) * phase: String(queued/dispatching/completed/failed) (Optional) * trigger_type: String(custom/github_issue/schedule/timer) (Optional) * trigger_name: String (Optional) diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java index 7ff0c38c1644..473a8c9581bf 100644 --- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java +++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java @@ -38,11 +38,6 @@ public enum FoundryFeaturesOptInKeys { */ ROUTINES_V1_PREVIEW("Routines=V1Preview"), - /** - * Enum value Toolboxes=V1Preview. - */ - TOOLBOXES_V1_PREVIEW("Toolboxes=V1Preview"), - /** * Enum value Skills=V1Preview. */ @@ -59,9 +54,9 @@ public enum FoundryFeaturesOptInKeys { MODELS_V1_PREVIEW("Models=V1Preview"), /** - * Enum value AgentsOptimization=V1Preview. + * Enum value AgentsOptimization=V2Preview. */ - AGENTS_OPTIMIZATION_V1_PREVIEW("AgentsOptimization=V1Preview"); + AGENTS_OPTIMIZATION_V2_PREVIEW("AgentsOptimization=V2Preview"); /** * The actual serialized value for a FoundryFeaturesOptInKeys instance. diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java index 3c9700fa6789..c1b6fad3522c 100644 --- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java +++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java @@ -5,6 +5,7 @@ import com.azure.core.annotation.Generated; import com.azure.core.annotation.Immutable; +import com.azure.core.util.BinaryData; import com.azure.json.JsonReader; import com.azure.json.JsonSerializable; import com.azure.json.JsonToken; @@ -30,7 +31,7 @@ public final class RoutineRun implements JsonSerializable { * The run status. */ @Generated - private String status; + private BinaryData status; /* * The AgentExtensions lifecycle phase for the routine attempt. @@ -126,7 +127,7 @@ public String getId() { * @return the status value. */ @Generated - public String getStatus() { + public BinaryData getStatus() { return this.status; } @@ -276,7 +277,10 @@ public String getErrorMessage() { @Override public JsonWriter toJson(JsonWriter jsonWriter) throws IOException { jsonWriter.writeStartObject(); - jsonWriter.writeStringField("status", this.status); + if (this.status != null) { + jsonWriter.writeFieldName("status"); + this.status.writeTo(jsonWriter); + } jsonWriter.writeStringField("phase", this.phase == null ? null : this.phase.toString()); jsonWriter.writeStringField("trigger_type", this.triggerType == null ? null : this.triggerType.toString()); jsonWriter.writeStringField("trigger_name", this.triggerName); @@ -320,7 +324,8 @@ public static RoutineRun fromJson(JsonReader jsonReader) throws IOException { if ("id".equals(fieldName)) { deserializedRoutineRun.id = reader.getString(); } else if ("status".equals(fieldName)) { - deserializedRoutineRun.status = reader.getString(); + deserializedRoutineRun.status + = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())); } else if ("phase".equals(fieldName)) { deserializedRoutineRun.phase = RoutineRunPhase.fromString(reader.getString()); } else if ("trigger_type".equals(fieldName)) { diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java index a19011197929..8e14296fea3d 100644 --- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java +++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java @@ -5,13 +5,13 @@ import com.azure.core.annotation.Fluent; import com.azure.core.annotation.Generated; -import com.azure.core.util.CoreUtils; import com.azure.json.JsonReader; import com.azure.json.JsonToken; import com.azure.json.JsonWriter; import java.io.IOException; +import java.time.Instant; import java.time.OffsetDateTime; -import java.time.format.DateTimeFormatter; +import java.time.ZoneOffset; /** * A one-shot timer routine trigger. @@ -29,7 +29,7 @@ public final class TimerRoutineTrigger extends RoutineTrigger { * The UTC date and time at which the timer fires. */ @Generated - private OffsetDateTime at; + private Long at; /** * Get the type property: The trigger type. @@ -49,7 +49,10 @@ public RoutineTriggerType getType() { */ @Generated public OffsetDateTime getAt() { - return this.at; + if (this.at == null) { + return null; + } + return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.at), ZoneOffset.UTC); } /** @@ -60,8 +63,7 @@ public OffsetDateTime getAt() { public JsonWriter toJson(JsonWriter jsonWriter) throws IOException { jsonWriter.writeStartObject(); jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString()); - jsonWriter.writeStringField("at", - this.at == null ? null : DateTimeFormatter.ISO_OFFSET_DATE_TIME.format(this.at)); + jsonWriter.writeNumberField("at", this.at); return jsonWriter.writeEndObject(); } @@ -83,8 +85,7 @@ public static TimerRoutineTrigger fromJson(JsonReader jsonReader) throws IOExcep if ("type".equals(fieldName)) { deserializedTimerRoutineTrigger.type = RoutineTriggerType.fromString(reader.getString()); } else if ("at".equals(fieldName)) { - deserializedTimerRoutineTrigger.at = reader - .getNullable(nonNullReader -> CoreUtils.parseBestOffsetDateTime(nonNullReader.getString())); + deserializedTimerRoutineTrigger.at = reader.getNullable(JsonReader::getLong); } else { reader.skipChildren(); } @@ -108,7 +109,11 @@ public TimerRoutineTrigger() { */ @Generated public TimerRoutineTrigger setAt(OffsetDateTime at) { - this.at = at; + if (at == null) { + this.at = null; + } else { + this.at = at.toEpochSecond(); + } return this; } } diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json index d93ccfc7cb54..126e3c1ec319 100644 --- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json +++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json @@ -1 +1 @@ -{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"1fd577ab6c0c","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomie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bSource.java","src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java","src/main/java/com/azure/ai/projects/models/Trigger.java","src/main/java/com/azure/ai/projects/models/TriggerType.java","src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java","src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java","src/main/java/com/azure/ai/projects/models/package-info.java","src/main/java/com/azure/ai/projects/package-info.java","src/main/java/module-info.java"]} \ No newline at end of file diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml.hide b/sdk/ai/azure-ai-projects/tsp-location.yaml similarity index 93% rename from sdk/ai/azure-ai-projects/tsp-location.yaml.hide rename to sdk/ai/azure-ai-projects/tsp-location.yaml index 06dfdccc7e80..2eb93591dfee 100644 --- a/sdk/ai/azure-ai-projects/tsp-location.yaml.hide +++ b/sdk/ai/azure-ai-projects/tsp-location.yaml @@ -1,5 +1,5 @@ directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects -commit: 85a61ca34a5b7bfcd0be3f3b9f1bc890ef86b220 +commit: ed970345c89c8758b74b08f740067cc2d854ed26 repo: Azure/azure-rest-api-specs additionalDirectories: - specification/ai-foundry/data-plane/Foundry/src/sdk-common @@ -22,7 +22,6 @@ additionalDirectories: - specification/ai-foundry/data-plane/Foundry/src/red-teams - specification/ai-foundry/data-plane/Foundry/src/routines - specification/ai-foundry/data-plane/Foundry/src/schedules - - specification/ai-foundry/data-plane/Foundry/src/servicepatterns.tsp - specification/ai-foundry/data-plane/Foundry/src/skills - specification/ai-foundry/data-plane/Foundry/src/toolboxes - specification/ai-foundry/data-plane/Foundry/src/tools From 7c0a2178f5f253cea2fac8095c79cd37ca6876e3 Mon Sep 17 00:00:00 2001 From: kaylieee Date: Wed, 17 Jun 2026 16:53:32 -0700 Subject: [PATCH 02/45] regen agents --- .../azure/ai/agents/AgentsAsyncClient.java | 1807 ++++++ .../com/azure/ai/agents/AgentsClient.java | 1736 ++++++ .../azure/ai/agents/AgentsClientBuilder.java | 60 +- .../ai/agents/BetaAgentsAsyncClient.java | 3501 ++--------- .../com/azure/ai/agents/BetaAgentsClient.java | 3284 ++-------- ...cClient.java => ToolboxesAsyncClient.java} | 18 +- ...lboxesClient.java => ToolboxesClient.java} | 18 +- .../implementation/AgentsClientImpl.java | 30 +- .../ai/agents/implementation/AgentsImpl.java | 4005 +++++++++--- .../agents/implementation/BetaAgentsImpl.java | 5500 +++-------------- ...aToolboxesImpl.java => ToolboxesImpl.java} | 40 +- .../models/AgentDefinitionOptInKeys.java | 15 - .../models/FoundryFeaturesOptInKeys.java | 9 +- .../ai/agents/models/AgentDefinition.java | 6 +- .../azure/ai/agents/models/AgentProtocol.java | 6 + .../agents/models/CandidateDeployConfig.java | 176 - .../ai/agents/models/CandidateFileInfo.java | 126 - .../ai/agents/models/CandidateMetadata.java | 293 - .../ai/agents/models/CandidateResults.java | 105 - .../azure/ai/agents/models/ComputerTool.java | 81 + .../ai/agents/models/CustomToolParameter.java | 33 + .../azure/ai/agents/models/DatasetInfo.java | 147 - .../ai/agents/models/EmptyModelParam.java | 57 + .../azure/ai/agents/models/FunctionTool.java | 33 + .../ai/agents/models/FunctionToolParam.java | 232 + .../azure/ai/agents/models/ImageGenTool.java | 27 +- .../azure/ai/agents/models/IncludeEnum.java | 1 + .../com/azure/ai/agents/models/McpTool.java | 33 + .../ai/agents/models/NamespaceToolParam.java | 159 + .../models/OptimizationAgentDefinition.java | 195 - ....java => OptimizationAgentIdentifier.java} | 27 +- .../agents/models/OptimizationCandidate.java | 142 +- .../models/OptimizationDatasetCriterion.java | 104 + .../models/OptimizationDatasetInput.java | 108 + .../models/OptimizationDatasetInputType.java | 57 + .../models/OptimizationDatasetItem.java | 186 + ...Ref.java => OptimizationEvaluatorRef.java} | 38 +- .../OptimizationInlineDatasetInput.java | 106 + .../ai/agents/models/OptimizationJob.java | 62 +- .../agents/models/OptimizationJobInputs.java | 160 +- .../models/OptimizationJobListItem.java | 189 + .../models/OptimizationJobProgress.java | 48 +- .../agents/models/OptimizationJobResult.java | 85 +- .../ai/agents/models/OptimizationOptions.java | 64 +- .../OptimizationReferenceDatasetInput.java | 138 + .../agents/models/OptimizationTaskResult.java | 306 - .../agents/models/PromoteCandidateInput.java | 104 - .../agents/models/PromoteCandidateResult.java | 178 - .../ai/agents/models/SearchContentType.java | 56 + .../java/com/azure/ai/agents/models/Tool.java | 6 + .../models/ToolSearchExecutionType.java | 56 + .../ai/agents/models/ToolSearchToolParam.java | 173 + .../com/azure/ai/agents/models/ToolType.java | 18 + .../agents/models/WebSearchPreviewTool.java | 35 + .../META-INF/azure-ai-agents_metadata.json | 2 +- ...p-location.yaml.hide => tsp-location.yaml} | 3 +- 56 files changed, 10592 insertions(+), 13592 deletions(-) rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/{BetaToolboxesAsyncClient.java => ToolboxesAsyncClient.java} (94%) rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/{BetaToolboxesClient.java => ToolboxesClient.java} (93%) rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/{BetaToolboxesImpl.java => ToolboxesImpl.java} (91%) delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ComputerTool.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{AgentIdentifier.java => OptimizationAgentIdentifier.java} (74%) create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{DatasetRef.java => OptimizationEvaluatorRef.java} (63%) create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SearchContentType.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java rename sdk/ai/azure-ai-agents/{tsp-location.yaml.hide => tsp-location.yaml} (89%) diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java index 957ddb00e6b0..d0f4a67392b4 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java @@ -4,20 +4,32 @@ package com.azure.ai.agents; import com.azure.ai.agents.implementation.AgentsImpl; +import com.azure.ai.agents.implementation.JsonMergePatchHelper; +import com.azure.ai.agents.implementation.MultipartFormDataHelper; +import com.azure.ai.agents.implementation.SessionLogStreamHelper; +import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent; import com.azure.ai.agents.implementation.models.CreateAgentFromManifestRequest; import com.azure.ai.agents.implementation.models.CreateAgentOptions; import com.azure.ai.agents.implementation.models.CreateAgentRequest; import com.azure.ai.agents.implementation.models.CreateAgentVersionFromManifestRequest; import com.azure.ai.agents.implementation.models.CreateAgentVersionRequest; +import com.azure.ai.agents.implementation.models.CreateSessionRequest; import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest; import com.azure.ai.agents.implementation.models.UpdateAgentRequest; import com.azure.ai.agents.models.AgentBlueprintReference; import com.azure.ai.agents.models.AgentDefinition; import com.azure.ai.agents.models.AgentDetails; import com.azure.ai.agents.models.AgentKind; +import com.azure.ai.agents.models.AgentSessionResource; import com.azure.ai.agents.models.AgentVersionDetails; +import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent; import com.azure.ai.agents.models.CreateAgentVersionInput; import com.azure.ai.agents.models.PageOrder; +import com.azure.ai.agents.models.SessionDirectoryEntry; +import com.azure.ai.agents.models.SessionFileWriteResult; +import com.azure.ai.agents.models.SessionLogEvent; +import com.azure.ai.agents.models.UpdateAgentDetailsOptions; +import com.azure.ai.agents.models.VersionIndicator; import com.azure.core.annotation.Generated; import com.azure.core.annotation.ReturnType; import com.azure.core.annotation.ServiceClient; @@ -2130,4 +2142,1799 @@ Mono updateAgent(String agentName, AgentDefinition definition, Map return updateAgentWithResponse(agentName, updateAgentRequest, requestOptions).flatMap(FluxUtil::toMono) .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); } + + /** + * Create a new code-based agent + * + * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. + * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. + * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, + * hyphens allowed in the middle. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Mono> createAgentFromCodeWithResponse(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and + // hence not generated. + return this.serviceClient.createAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content, + requestOptions); + } + + /** + * Update a code-based agent + * + * Updates a code-based agent by uploading new code and creating a new version. + * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Mono> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and + // hence not generated. + return this.serviceClient.updateAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content, + requestOptions); + } + + /** + * Update an agent endpoint + * + * Applies a merge-patch update to the specified agent endpoint configuration. + *

Request Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent to retrieve + * + * The name of the agent to retrieve. + * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> updateAgentDetailsWithResponse(String agentName, + BinaryData patchAgentObjectRequest, RequestOptions requestOptions) { + return this.serviceClient.updateAgentDetailsWithResponseAsync(agentName, patchAgentObjectRequest, + requestOptions); + } + + /** + * Create an agent version from code + * + * Creates a new agent version from code. Uploads the code zip and creates a new version + * for an existing agent. The SHA-256 hex digest of the zip is provided in the + * `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     *
+ * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Mono> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable + // and hence not generated. + return this.serviceClient.createAgentVersionFromCodeWithResponseAsync(agentName, codeZipSha256, content, + requestOptions); + } + + /** + * Download agent code + * + * Downloads the code zip for a code-based hosted agent. + * Returns the previously-uploaded zip (`application/zip`). + * + * If `agent_version` is supplied, returns that version's code zip; otherwise + * returns the latest version's code zip. + * + * The SHA-256 digest of the returned bytes matches the `content_hash` on the + * resolved version's `code_configuration`. + *

Query Parameters

+ * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be + * downloaded. + * If omitted, the latest version's code zip is returned.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Response Body Schema

+ * + * 
+     * {@code
+     * BinaryData
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) { + return this.serviceClient.downloadAgentCodeWithResponseAsync(agentName, requestOptions); + } + + /** + * Create a session + * + * Creates a new session for an agent endpoint. + * The endpoint resolves the backing agent version from `version_indicator` and + * enforces session ownership using the provided isolation key for session-mutating operations. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Request Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     *
+ * + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent to create a session for. + * @param createSessionRequest The createSessionRequest parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with + * {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> createSessionWithResponse(String agentName, BinaryData createSessionRequest, + RequestOptions requestOptions) { + return this.serviceClient.createSessionWithResponseAsync(agentName, createSessionRequest, requestOptions); + } + + /** + * Get a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response} + * on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> getSessionWithResponse(String agentName, String sessionId, + RequestOptions requestOptions) { + return this.serviceClient.getSessionWithResponseAsync(agentName, sessionId, requestOptions); + } + + /** + * Delete a session + * + * Deletes a session synchronously. + * Returns 204 No Content when the session is deleted or does not exist. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> deleteSessionWithResponse(String agentName, String sessionId, + RequestOptions requestOptions) { + return this.serviceClient.deleteSessionWithResponseAsync(agentName, sessionId, requestOptions); + } + + /** + * Stop a session + * + * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> stopSessionWithResponse(String agentName, String sessionId, + RequestOptions requestOptions) { + return this.serviceClient.stopSessionWithResponseAsync(agentName, sessionId, requestOptions); + } + + /** + * List sessions for an agent + * + * Returns a paged collection of sessions associated with the specified agent endpoint. + *

Query Parameters

+ * + * + * + * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedFlux listSessions(String agentName, RequestOptions requestOptions) { + return this.serviceClient.listSessionsAsync(agentName, requestOptions); + } + + /** + * Stream console logs for a hosted agent session + * + * Streams console logs (stdout / stderr) for a specific hosted agent session + * as a Server-Sent Events (SSE) stream. + * + * Each SSE frame contains: + * - `event`: always `"log"` + * - `data`: a plain-text log line (currently JSON-formatted, but the schema + * is not contractual and may include additional keys or change format + * over time — clients should treat it as an opaque string) + * + * Example SSE frames: + * ``` + * event: log + * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port + * 8088"} + * + * event: log + * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."} + * + * event: log + * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"} + * + * event: log + * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"} + * ``` + * + * The stream remains open until the client disconnects or the server + * terminates the connection. Clients should handle reconnection as needed. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     event: String(log) (Required)
+     *     data: String (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the hosted agent. + * @param agentVersion The version of the agent. + * @param sessionId The session ID (maps to an ADC sandbox). + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return a single Server-Sent Event frame emitted by the hosted agent session log stream. + * + * Each frame contains an `event` field identifying the event type and a `data` + * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> getSessionLogStreamWithResponse(String agentName, String agentVersion, + String sessionId, RequestOptions requestOptions) { + return this.serviceClient.getSessionLogStreamWithResponseAsync(agentName, agentVersion, sessionId, + requestOptions); + } + + /** + * Upload a session file + * + * Uploads binary file content to the specified path in the session sandbox. + * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Request Body Schema

+ * + * 
+     * {@code
+     * BinaryData
+     * }
+     *
+ * + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     path: String (Required)
+     *     bytes_written: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The destination file path within the sandbox, relative to the session home directory. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion + * of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> uploadSessionFileWithResponse(String agentName, String agentSessionId, + String path, BinaryData content, RequestOptions requestOptions) { + return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, agentSessionId, path, content, + requestOptions); + } + + /** + * Download a session file + * + * Downloads the file at the specified sandbox path as a binary stream. + * The path is resolved relative to the session home directory. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * BinaryData
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file path to download from the sandbox, relative to the session home directory. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> downloadSessionFileWithResponse(String agentName, String agentSessionId, + String path, RequestOptions requestOptions) { + return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions); + } + + /** + * List session files + * + * Returns files and directories at the specified path in the session sandbox. + * The response includes only the immediate children of the target directory and defaults to the session home + * directory when no path is supplied. + *

Query Parameters

+ * + * + * + * + * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home + * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     name: String (Required)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the paginated response with {@link PagedFlux}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedFlux listSessionFiles(String agentName, String agentSessionId, + RequestOptions requestOptions) { + return this.serviceClient.listSessionFilesAsync(agentName, agentSessionId, requestOptions); + } + + /** + * Delete a session file + * + * Deletes the specified file or directory from the session sandbox. + * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + *

Query Parameters

+ * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The + * service defaults to `false` if a value is not specified by the caller.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file or directory path to delete, relative to the session home directory. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path, + RequestOptions requestOptions) { + return this.serviceClient.deleteSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions); + } + + /** + * Create a new code-based agent + * + * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. + * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. + * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + * + * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, + * hyphens allowed in the middle. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Mono createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) { + // Generated convenience method for createAgentFromCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return createAgentFromCodeWithResponse(agentName, codeZipSha256, + new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) + .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), + content.getCode().getFilename()) + .end() + .getRequestBody(), + requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); + } + + /** + * Update a code-based agent + * + * Updates a code-based agent by uploading new code and creating a new version. + * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono updateAgentFromCode(String agentName, String codeZipSha256, + CreateAgentVersionFromCodeContent content) { + // Generated convenience method for updateAgentFromCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return updateAgentFromCodeWithResponse(agentName, codeZipSha256, + new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) + .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), + content.getCode().getFilename()) + .end() + .getRequestBody(), + requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); + } + + /** + * Update an agent endpoint + * + * Applies a merge-patch update to the specified agent endpoint configuration. + * + * @param agentName The name of the agent to retrieve + * + * The name of the agent to retrieve. + * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) { + // Generated convenience method for updateAgentDetailsWithResponse + RequestOptions requestOptions = new RequestOptions(); + JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() + .prepareModelForJsonMergePatch(patchAgentObjectRequest, true); + BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest); + // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization. + patchAgentObjectRequestInBinaryData.getLength(); + JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() + .prepareModelForJsonMergePatch(patchAgentObjectRequest, false); + return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions) + .flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); + } + + /** + * Create an agent version from code + * + * Creates a new agent version from code. Uploads the code zip and creates a new version + * for an existing agent. The SHA-256 hex digest of the zip is provided in the + * `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono createAgentVersionFromCode(String agentName, String codeZipSha256, + CreateAgentVersionFromCodeContent content) { + // Generated convenience method for createAgentVersionFromCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, + new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) + .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), + content.getCode().getFilename()) + .end() + .getRequestBody(), + requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class)); + } + + /** + * Download agent code + * + * Downloads the code zip for a code-based hosted agent. + * Returns the previously-uploaded zip (`application/zip`). + * + * If `agent_version` is supplied, returns that version's code zip; otherwise + * returns the latest version's code zip. + * + * The SHA-256 digest of the returned bytes matches the `content_hash` on the + * resolved version's `code_configuration`. + * + * @param agentName The name of the agent. + * @param agentVersion The version of the agent whose code zip should be downloaded. + * If omitted, the latest version's code zip is returned. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono downloadAgentCode(String agentName, String agentVersion) { + // Generated convenience method for downloadAgentCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (agentVersion != null) { + requestOptions.addQueryParam("agent_version", agentVersion, false); + } + return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * Download agent code + * + * Downloads the code zip for a code-based hosted agent. + * Returns the previously-uploaded zip (`application/zip`). + * + * If `agent_version` is supplied, returns that version's code zip; otherwise + * returns the latest version's code zip. + * + * The SHA-256 digest of the returned bytes matches the `content_hash` on the + * resolved version's `code_configuration`. + * + * @param agentName The name of the agent. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono downloadAgentCode(String agentName) { + // Generated convenience method for downloadAgentCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * Create a session + * + * Creates a new session for an agent endpoint. + * The endpoint resolves the backing agent version from `version_indicator` and + * enforces session ownership using the provided isolation key for session-mutating operations. + * + * @param agentName The name of the agent to create a session for. + * @param versionIndicator Determines which agent version backs the session. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent + * endpoint. Auto-generated if omitted. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful + * completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono createSession(String agentName, VersionIndicator versionIndicator, + String userIsolationKey, String agentSessionId) { + // Generated convenience method for createSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + CreateSessionRequest createSessionRequestObj + = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId); + BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); + } + + /** + * Create a session + * + * Creates a new session for an agent endpoint. + * The endpoint resolves the backing agent version from `version_indicator` and + * enforces session ownership using the provided isolation key for session-mutating operations. + * + * @param agentName The name of the agent to create a session for. + * @param versionIndicator Determines which agent version backs the session. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful + * completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono createSession(String agentName, VersionIndicator versionIndicator) { + // Generated convenience method for createSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator); + BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); + return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); + } + + /** + * Get a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of + * {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono getSession(String agentName, String sessionId, String userIsolationKey) { + // Generated convenience method for getSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); + } + + /** + * Get a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of + * {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono getSession(String agentName, String sessionId) { + // Generated convenience method for getSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); + } + + /** + * Delete a session + * + * Deletes a session synchronously. + * Returns 204 No Content when the session is deleted or does not exist. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return A {@link Mono} that completes when a successful response is received. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono deleteSession(String agentName, String sessionId, String userIsolationKey) { + // Generated convenience method for deleteSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * Delete a session + * + * Deletes a session synchronously. + * Returns 204 No Content when the session is deleted or does not exist. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return A {@link Mono} that completes when a successful response is received. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono deleteSession(String agentName, String sessionId) { + // Generated convenience method for deleteSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * Stop a session + * + * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return A {@link Mono} that completes when a successful response is received. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono stopSession(String agentName, String sessionId) { + // Generated convenience method for stopSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + return stopSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * List sessions for an agent + * + * Returns a paged collection of sessions associated with the specified agent endpoint. + * + * @param agentName The name of the agent. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the + * default is 20. + * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` + * for descending order. + * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list. + * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedFlux listSessions(String agentName, String userIsolationKey, Integer limit, + PageOrder order, String after, String before) { + // Generated convenience method for listSessions + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + if (limit != null) { + requestOptions.addQueryParam("limit", String.valueOf(limit), false); + } + if (order != null) { + requestOptions.addQueryParam("order", order.toString(), false); + } + if (after != null) { + requestOptions.addQueryParam("after", after, false); + } + if (before != null) { + requestOptions.addQueryParam("before", before, false); + } + PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions); + return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { + Flux> flux = (continuationTokenParam == null) + ? pagedFluxResponse.byPage().take(1) + : pagedFluxResponse.byPage(continuationTokenParam).take(1); + return flux + .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), + pagedResponse.getStatusCode(), pagedResponse.getHeaders(), + pagedResponse.getValue() + .stream() + .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)) + .collect(Collectors.toList()), + pagedResponse.getContinuationToken(), null)); + }); + } + + /** + * List sessions for an agent + * + * Returns a paged collection of sessions associated with the specified agent endpoint. + * + * @param agentName The name of the agent. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedFlux listSessions(String agentName) { + // Generated convenience method for listSessions + RequestOptions requestOptions = new RequestOptions(); + PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions); + return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { + Flux> flux = (continuationTokenParam == null) + ? pagedFluxResponse.byPage().take(1) + : pagedFluxResponse.byPage(continuationTokenParam).take(1); + return flux + .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), + pagedResponse.getStatusCode(), pagedResponse.getHeaders(), + pagedResponse.getValue() + .stream() + .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)) + .collect(Collectors.toList()), + pagedResponse.getContinuationToken(), null)); + }); + } + + /** + * Upload a session file + * + * Uploads binary file content to the specified path in the session sandbox. + * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The destination file path within the sandbox, relative to the session home directory. + * @param content The content parameter. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono uploadSessionFile(String agentName, String agentSessionId, String path, + BinaryData content, String userIsolationKey) { + // Generated convenience method for uploadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions) + .flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class)); + } + + /** + * Upload a session file + * + * Uploads binary file content to the specified path in the session sandbox. + * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The destination file path within the sandbox, relative to the session home directory. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono uploadSessionFile(String agentName, String agentSessionId, String path, + BinaryData content) { + // Generated convenience method for uploadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions) + .flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class)); + } + + /** + * Download a session file + * + * Downloads the file at the specified sandbox path as a binary stream. + * The path is resolved relative to the session home directory. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file path to download from the sandbox, relative to the session home directory. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono downloadSessionFile(String agentName, String agentSessionId, String path, + String userIsolationKey) { + // Generated convenience method for downloadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions) + .flatMap(FluxUtil::toMono); + } + + /** + * Download a session file + * + * Downloads the file at the specified sandbox path as a binary stream. + * The path is resolved relative to the session home directory. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file path to download from the sandbox, relative to the session home directory. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response body on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono downloadSessionFile(String agentName, String agentSessionId, String path) { + // Generated convenience method for downloadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions) + .flatMap(FluxUtil::toMono); + } + + /** + * List session files + * + * Returns files and directories at the specified path in the session sandbox. + * The response includes only the immediate children of the target directory and defaults to the session home + * directory when no path is supplied. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if + * not provided. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the + * default is 20. + * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` + * for descending order. + * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list. + * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the paginated response with {@link PagedFlux}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedFlux listSessionFiles(String agentName, String agentSessionId, String path, + String userIsolationKey, Integer limit, PageOrder order, String after, String before) { + // Generated convenience method for listSessionFiles + RequestOptions requestOptions = new RequestOptions(); + if (path != null) { + requestOptions.addQueryParam("path", path, false); + } + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + if (limit != null) { + requestOptions.addQueryParam("limit", String.valueOf(limit), false); + } + if (order != null) { + requestOptions.addQueryParam("order", order.toString(), false); + } + if (after != null) { + requestOptions.addQueryParam("after", after, false); + } + if (before != null) { + requestOptions.addQueryParam("before", before, false); + } + PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions); + return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { + Flux> flux = (continuationTokenParam == null) + ? pagedFluxResponse.byPage().take(1) + : pagedFluxResponse.byPage(continuationTokenParam).take(1); + return flux + .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), + pagedResponse.getStatusCode(), pagedResponse.getHeaders(), + pagedResponse.getValue() + .stream() + .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class)) + .collect(Collectors.toList()), + pagedResponse.getContinuationToken(), null)); + }); + } + + /** + * List session files + * + * Returns files and directories at the specified path in the session sandbox. + * The response includes only the immediate children of the target directory and defaults to the session home + * directory when no path is supplied. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the paginated response with {@link PagedFlux}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedFlux listSessionFiles(String agentName, String agentSessionId) { + // Generated convenience method for listSessionFiles + RequestOptions requestOptions = new RequestOptions(); + PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions); + return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { + Flux> flux = (continuationTokenParam == null) + ? pagedFluxResponse.byPage().take(1) + : pagedFluxResponse.byPage(continuationTokenParam).take(1); + return flux + .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), + pagedResponse.getStatusCode(), pagedResponse.getHeaders(), + pagedResponse.getValue() + .stream() + .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class)) + .collect(Collectors.toList()), + pagedResponse.getContinuationToken(), null)); + }); + } + + /** + * Delete a session file + * + * Deletes the specified file or directory from the session sandbox. + * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file or directory path to delete, relative to the session home directory. + * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is + * not specified by the caller. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return A {@link Mono} that completes when a successful response is received. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive, + String userIsolationKey) { + // Generated convenience method for deleteSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (recursive != null) { + requestOptions.addQueryParam("recursive", String.valueOf(recursive), false); + } + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * Delete a session file + * + * Deletes the specified file or directory from the session sandbox. + * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file or directory path to delete, relative to the session home directory. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return A {@link Mono} that completes when a successful response is received. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono deleteSessionFile(String agentName, String agentSessionId, String path) { + // Generated convenience method for deleteSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono); + } + + /** + * Streams console logs (stdout / stderr) for a specific hosted agent session as typed + * {@link SessionLogEvent} values. + * + * @param agentName The name of the hosted agent. + * @param agentVersion The version of the agent. + * @param sessionId The session ID (maps to an ADC sandbox). + * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. + */ + @ServiceMethod(returns = ReturnType.COLLECTION) + public Flux getSessionLogStream(String agentName, String agentVersion, String sessionId) { + RequestOptions requestOptions = new RequestOptions(); + return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions); + } + + /** + * Streams console logs (stdout / stderr) for a specific hosted agent session as typed + * {@link SessionLogEvent} values. + * + * @param agentName The name of the hosted agent. + * @param agentVersion The version of the agent. + * @param sessionId The session ID (maps to an ADC sandbox). + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. + */ + @ServiceMethod(returns = ReturnType.COLLECTION) + public Flux getSessionLogStream(String agentName, String agentVersion, String sessionId, + RequestOptions requestOptions) { + return SessionLogStreamHelper + .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions) + .flatMapMany(response -> response.getValue().toFluxByteBuffer())); + } } diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java index 825241bc2346..69360e5a44dd 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java @@ -4,20 +4,32 @@ package com.azure.ai.agents; import com.azure.ai.agents.implementation.AgentsImpl; +import com.azure.ai.agents.implementation.JsonMergePatchHelper; +import com.azure.ai.agents.implementation.MultipartFormDataHelper; +import com.azure.ai.agents.implementation.SessionLogStreamHelper; +import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent; import com.azure.ai.agents.implementation.models.CreateAgentFromManifestRequest; import com.azure.ai.agents.implementation.models.CreateAgentOptions; import com.azure.ai.agents.implementation.models.CreateAgentRequest; import com.azure.ai.agents.implementation.models.CreateAgentVersionFromManifestRequest; import com.azure.ai.agents.implementation.models.CreateAgentVersionRequest; +import com.azure.ai.agents.implementation.models.CreateSessionRequest; import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest; import com.azure.ai.agents.implementation.models.UpdateAgentRequest; import com.azure.ai.agents.models.AgentBlueprintReference; import com.azure.ai.agents.models.AgentDefinition; import com.azure.ai.agents.models.AgentDetails; import com.azure.ai.agents.models.AgentKind; +import com.azure.ai.agents.models.AgentSessionResource; import com.azure.ai.agents.models.AgentVersionDetails; +import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent; import com.azure.ai.agents.models.CreateAgentVersionInput; import com.azure.ai.agents.models.PageOrder; +import com.azure.ai.agents.models.SessionDirectoryEntry; +import com.azure.ai.agents.models.SessionFileWriteResult; +import com.azure.ai.agents.models.SessionLogEvent; +import com.azure.ai.agents.models.UpdateAgentDetailsOptions; +import com.azure.ai.agents.models.VersionIndicator; import com.azure.core.annotation.Generated; import com.azure.core.annotation.ReturnType; import com.azure.core.annotation.ServiceClient; @@ -32,6 +44,7 @@ import com.azure.core.http.rest.Response; import com.azure.core.http.rest.SimpleResponse; import com.azure.core.util.BinaryData; +import com.azure.core.util.IterableStream; import com.openai.models.conversations.Conversation; import java.util.Map; @@ -2022,4 +2035,1727 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, MapResponse Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, + * hyphens allowed in the middle. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Response createAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content, + RequestOptions requestOptions) { + // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and + // hence not generated. + return this.serviceClient.createAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions); + } + + /** + * Update a code-based agent + * + * Updates a code-based agent by uploading new code and creating a new version. + * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Response updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content, + RequestOptions requestOptions) { + // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and + // hence not generated. + return this.serviceClient.updateAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions); + } + + /** + * Update an agent endpoint + * + * Applies a merge-patch update to the specified agent endpoint configuration. + *

Request Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent to retrieve + * + * The name of the agent to retrieve. + * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest, + RequestOptions requestOptions) { + return this.serviceClient.updateAgentDetailsWithResponse(agentName, patchAgentObjectRequest, requestOptions); + } + + /** + * Create an agent version from code + * + * Creates a new agent version from code. Uploads the code zip and creates a new version + * for an existing agent. The SHA-256 hex digest of the zip is provided in the + * `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     *
+ * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + Response createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable + // and hence not generated. + return this.serviceClient.createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, content, + requestOptions); + } + + /** + * Download agent code + * + * Downloads the code zip for a code-based hosted agent. + * Returns the previously-uploaded zip (`application/zip`). + * + * If `agent_version` is supplied, returns that version's code zip; otherwise + * returns the latest version's code zip. + * + * The SHA-256 digest of the returned bytes matches the `content_hash` on the + * resolved version's `code_configuration`. + *

Query Parameters

+ * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be + * downloaded. + * If omitted, the latest version's code zip is returned.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Response Body Schema

+ * + * 
+     * {@code
+     * BinaryData
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) { + return this.serviceClient.downloadAgentCodeWithResponse(agentName, requestOptions); + } + + /** + * Create a session + * + * Creates a new session for an agent endpoint. + * The endpoint resolves the backing agent version from `version_indicator` and + * enforces session ownership using the provided isolation key for session-mutating operations. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Request Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     *
+ * + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent to create a session for. + * @param createSessionRequest The createSessionRequest parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with + * {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response createSessionWithResponse(String agentName, BinaryData createSessionRequest, + RequestOptions requestOptions) { + return this.serviceClient.createSessionWithResponse(agentName, createSessionRequest, requestOptions); + } + + /** + * Get a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response getSessionWithResponse(String agentName, String sessionId, + RequestOptions requestOptions) { + return this.serviceClient.getSessionWithResponse(agentName, sessionId, requestOptions); + } + + /** + * Delete a session + * + * Deletes a session synchronously. + * Returns 204 No Content when the session is deleted or does not exist. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) { + return this.serviceClient.deleteSessionWithResponse(agentName, sessionId, requestOptions); + } + + /** + * Stop a session + * + * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) { + return this.serviceClient.stopSessionWithResponse(agentName, sessionId, requestOptions); + } + + /** + * List sessions for an agent + * + * Returns a paged collection of sessions associated with the specified agent endpoint. + *

Query Parameters

+ * + * + * + * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listSessions(String agentName, RequestOptions requestOptions) { + return this.serviceClient.listSessions(agentName, requestOptions); + } + + /** + * Stream console logs for a hosted agent session + * + * Streams console logs (stdout / stderr) for a specific hosted agent session + * as a Server-Sent Events (SSE) stream. + * + * Each SSE frame contains: + * - `event`: always `"log"` + * - `data`: a plain-text log line (currently JSON-formatted, but the schema + * is not contractual and may include additional keys or change format + * over time — clients should treat it as an opaque string) + * + * Example SSE frames: + * ``` + * event: log + * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port + * 8088"} + * + * event: log + * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."} + * + * event: log + * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"} + * + * event: log + * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"} + * ``` + * + * The stream remains open until the client disconnects or the server + * terminates the connection. Clients should handle reconnection as needed. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     event: String(log) (Required)
+     *     data: String (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the hosted agent. + * @param agentVersion The version of the agent. + * @param sessionId The session ID (maps to an ADC sandbox). + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return a single Server-Sent Event frame emitted by the hosted agent session log stream. + * + * Each frame contains an `event` field identifying the event type and a `data` + * field carrying the payload as plain text along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId, + RequestOptions requestOptions) { + return this.serviceClient.getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions); + } + + /** + * Upload a session file + * + * Uploads binary file content to the specified path in the session sandbox. + * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Request Body Schema

+ * + * 
+     * {@code
+     * BinaryData
+     * }
+     *
+ * + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     path: String (Required)
+     *     bytes_written: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The destination file path within the sandbox, relative to the session home directory. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return response from uploading a file to a session sandbox along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path, + BinaryData content, RequestOptions requestOptions) { + return this.serviceClient.uploadSessionFileWithResponse(agentName, agentSessionId, path, content, + requestOptions); + } + + /** + * Download a session file + * + * Downloads the file at the specified sandbox path as a binary stream. + * The path is resolved relative to the session home directory. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * BinaryData
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file path to download from the sandbox, relative to the session home directory. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path, + RequestOptions requestOptions) { + return this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions); + } + + /** + * List session files + * + * Returns files and directories at the specified path in the session sandbox. + * The response includes only the immediate children of the target directory and defaults to the session home + * directory when no path is supplied. + *

Query Parameters

+ * + * + * + * + * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home + * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     name: String (Required)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the paginated response with {@link PagedIterable}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listSessionFiles(String agentName, String agentSessionId, + RequestOptions requestOptions) { + return this.serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions); + } + + /** + * Delete a session file + * + * Deletes the specified file or directory from the session sandbox. + * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + *

Query Parameters

+ * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The + * service defaults to `false` if a value is not specified by the caller.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope + * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+ * You can add these to a request with {@link RequestOptions#addHeader} + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file or directory path to delete, relative to the session home directory. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the {@link Response}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Response deleteSessionFileWithResponse(String agentName, String agentSessionId, String path, + RequestOptions requestOptions) { + return this.serviceClient.deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions); + } + + /** + * Create a new code-based agent + * + * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. + * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. + * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + * + * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, + * hyphens allowed in the middle. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + AgentDetails createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) { + // Generated convenience method for createAgentFromCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return createAgentFromCodeWithResponse(agentName, codeZipSha256, + new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) + .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), + content.getCode().getFilename()) + .end() + .getRequestBody(), + requestOptions).getValue().toObject(AgentDetails.class); + } + + /** + * Update a code-based agent + * + * Updates a code-based agent by uploading new code and creating a new version. + * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentDetails updateAgentFromCode(String agentName, String codeZipSha256, + CreateAgentVersionFromCodeContent content) { + // Generated convenience method for updateAgentFromCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return updateAgentFromCodeWithResponse(agentName, codeZipSha256, + new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) + .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), + content.getCode().getFilename()) + .end() + .getRequestBody(), + requestOptions).getValue().toObject(AgentDetails.class); + } + + /** + * Update an agent endpoint + * + * Applies a merge-patch update to the specified agent endpoint configuration. + * + * @param agentName The name of the agent to retrieve + * + * The name of the agent to retrieve. + * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentDetails updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) { + // Generated convenience method for updateAgentDetailsWithResponse + RequestOptions requestOptions = new RequestOptions(); + JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() + .prepareModelForJsonMergePatch(patchAgentObjectRequest, true); + BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest); + // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization. + patchAgentObjectRequestInBinaryData.getLength(); + JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() + .prepareModelForJsonMergePatch(patchAgentObjectRequest, false); + return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions).getValue() + .toObject(AgentDetails.class); + } + + /** + * Create an agent version from code + * + * Creates a new agent version from code. Uploads the code zip and creates a new version + * for an existing agent. The SHA-256 hex digest of the zip is provided in the + * `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + * + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentVersionDetails createAgentVersionFromCode(String agentName, String codeZipSha256, + CreateAgentVersionFromCodeContent content) { + // Generated convenience method for createAgentVersionFromCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, + new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) + .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), + content.getCode().getFilename()) + .end() + .getRequestBody(), + requestOptions).getValue().toObject(AgentVersionDetails.class); + } + + /** + * Download agent code + * + * Downloads the code zip for a code-based hosted agent. + * Returns the previously-uploaded zip (`application/zip`). + * + * If `agent_version` is supplied, returns that version's code zip; otherwise + * returns the latest version's code zip. + * + * The SHA-256 digest of the returned bytes matches the `content_hash` on the + * resolved version's `code_configuration`. + * + * @param agentName The name of the agent. + * @param agentVersion The version of the agent whose code zip should be downloaded. + * If omitted, the latest version's code zip is returned. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public BinaryData downloadAgentCode(String agentName, String agentVersion) { + // Generated convenience method for downloadAgentCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (agentVersion != null) { + requestOptions.addQueryParam("agent_version", agentVersion, false); + } + return downloadAgentCodeWithResponse(agentName, requestOptions).getValue(); + } + + /** + * Download agent code + * + * Downloads the code zip for a code-based hosted agent. + * Returns the previously-uploaded zip (`application/zip`). + * + * If `agent_version` is supplied, returns that version's code zip; otherwise + * returns the latest version's code zip. + * + * The SHA-256 digest of the returned bytes matches the `content_hash` on the + * resolved version's `code_configuration`. + * + * @param agentName The name of the agent. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public BinaryData downloadAgentCode(String agentName) { + // Generated convenience method for downloadAgentCodeWithResponse + RequestOptions requestOptions = new RequestOptions(); + return downloadAgentCodeWithResponse(agentName, requestOptions).getValue(); + } + + /** + * Create a session + * + * Creates a new session for an agent endpoint. + * The endpoint resolves the backing agent version from `version_indicator` and + * enforces session ownership using the provided isolation key for session-mutating operations. + * + * @param agentName The name of the agent to create a session for. + * @param versionIndicator Determines which agent version backs the session. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent + * endpoint. Auto-generated if omitted. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return an agent session providing a long-lived compute sandbox for hosted agent invocations. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator, + String userIsolationKey, String agentSessionId) { + // Generated convenience method for createSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + CreateSessionRequest createSessionRequestObj + = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId); + BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue() + .toObject(AgentSessionResource.class); + } + + /** + * Create a session + * + * Creates a new session for an agent endpoint. + * The endpoint resolves the backing agent version from `version_indicator` and + * enforces session ownership using the provided isolation key for session-mutating operations. + * + * @param agentName The name of the agent to create a session for. + * @param versionIndicator Determines which agent version backs the session. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return an agent session providing a long-lived compute sandbox for hosted agent invocations. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator) { + // Generated convenience method for createSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator); + BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); + return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue() + .toObject(AgentSessionResource.class); + } + + /** + * Get a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentSessionResource getSession(String agentName, String sessionId, String userIsolationKey) { + // Generated convenience method for getSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return getSessionWithResponse(agentName, sessionId, requestOptions).getValue() + .toObject(AgentSessionResource.class); + } + + /** + * Get a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return a session + * + * Retrieves the details of a hosted agent session by agent name and session identifier. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public AgentSessionResource getSession(String agentName, String sessionId) { + // Generated convenience method for getSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + return getSessionWithResponse(agentName, sessionId, requestOptions).getValue() + .toObject(AgentSessionResource.class); + } + + /** + * Delete a session + * + * Deletes a session synchronously. + * Returns 204 No Content when the session is deleted or does not exist. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public void deleteSession(String agentName, String sessionId, String userIsolationKey) { + // Generated convenience method for deleteSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue(); + } + + /** + * Delete a session + * + * Deletes a session synchronously. + * Returns 204 No Content when the session is deleted or does not exist. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public void deleteSession(String agentName, String sessionId) { + // Generated convenience method for deleteSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue(); + } + + /** + * Stop a session + * + * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. + * + * @param agentName The name of the agent. + * @param sessionId The session identifier. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public void stopSession(String agentName, String sessionId) { + // Generated convenience method for stopSessionWithResponse + RequestOptions requestOptions = new RequestOptions(); + stopSessionWithResponse(agentName, sessionId, requestOptions).getValue(); + } + + /** + * List sessions for an agent + * + * Returns a paged collection of sessions associated with the specified agent endpoint. + * + * @param agentName The name of the agent. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the + * default is 20. + * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` + * for descending order. + * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list. + * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listSessions(String agentName, String userIsolationKey, Integer limit, + PageOrder order, String after, String before) { + // Generated convenience method for listSessions + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + if (limit != null) { + requestOptions.addQueryParam("limit", String.valueOf(limit), false); + } + if (order != null) { + requestOptions.addQueryParam("order", order.toString(), false); + } + if (after != null) { + requestOptions.addQueryParam("after", after, false); + } + if (before != null) { + requestOptions.addQueryParam("before", before, false); + } + return serviceClient.listSessions(agentName, requestOptions) + .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class)); + } + + /** + * List sessions for an agent + * + * Returns a paged collection of sessions associated with the specified agent endpoint. + * + * @param agentName The name of the agent. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listSessions(String agentName) { + // Generated convenience method for listSessions + RequestOptions requestOptions = new RequestOptions(); + return serviceClient.listSessions(agentName, requestOptions) + .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class)); + } + + /** + * Upload a session file + * + * Uploads binary file content to the specified path in the session sandbox. + * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The destination file path within the sandbox, relative to the session home directory. + * @param content The content parameter. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return response from uploading a file to a session sandbox. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path, + BinaryData content, String userIsolationKey) { + // Generated convenience method for uploadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue() + .toObject(SessionFileWriteResult.class); + } + + /** + * Upload a session file + * + * Uploads binary file content to the specified path in the session sandbox. + * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The destination file path within the sandbox, relative to the session home directory. + * @param content The content parameter. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return response from uploading a file to a session sandbox. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path, + BinaryData content) { + // Generated convenience method for uploadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue() + .toObject(SessionFileWriteResult.class); + } + + /** + * Download a session file + * + * Downloads the file at the specified sandbox path as a binary stream. + * The path is resolved relative to the session home directory. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file path to download from the sandbox, relative to the session home directory. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path, + String userIsolationKey) { + // Generated convenience method for downloadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); + } + + /** + * Download a session file + * + * Downloads the file at the specified sandbox path as a binary stream. + * The path is resolved relative to the session home directory. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file path to download from the sandbox, relative to the session home directory. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path) { + // Generated convenience method for downloadSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); + } + + /** + * List session files + * + * Returns files and directories at the specified path in the session sandbox. + * The response includes only the immediate children of the target directory and defaults to the session home + * directory when no path is supplied. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if + * not provided. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the + * default is 20. + * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` + * for descending order. + * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list. + * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the paginated response with {@link PagedIterable}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listSessionFiles(String agentName, String agentSessionId, String path, + String userIsolationKey, Integer limit, PageOrder order, String after, String before) { + // Generated convenience method for listSessionFiles + RequestOptions requestOptions = new RequestOptions(); + if (path != null) { + requestOptions.addQueryParam("path", path, false); + } + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + if (limit != null) { + requestOptions.addQueryParam("limit", String.valueOf(limit), false); + } + if (order != null) { + requestOptions.addQueryParam("order", order.toString(), false); + } + if (after != null) { + requestOptions.addQueryParam("after", after, false); + } + if (before != null) { + requestOptions.addQueryParam("before", before, false); + } + return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions) + .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class)); + } + + /** + * List session files + * + * Returns files and directories at the specified path in the session sandbox. + * The response includes only the immediate children of the target directory and defaults to the session home + * directory when no path is supplied. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the paginated response with {@link PagedIterable}. + */ + @Generated + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listSessionFiles(String agentName, String agentSessionId) { + // Generated convenience method for listSessionFiles + RequestOptions requestOptions = new RequestOptions(); + return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions) + .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class)); + } + + /** + * Delete a session file + * + * Deletes the specified file or directory from the session sandbox. + * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file or directory path to delete, relative to the session home directory. + * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is + * not specified by the caller. + * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, + * conversations, sessions) to a specific end user. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive, + String userIsolationKey) { + // Generated convenience method for deleteSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + if (recursive != null) { + requestOptions.addQueryParam("recursive", String.valueOf(recursive), false); + } + if (userIsolationKey != null) { + requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); + } + deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); + } + + /** + * Delete a session file + * + * Deletes the specified file or directory from the session sandbox. + * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + * + * @param agentName The name of the agent. + * @param agentSessionId The session ID. + * @param path The file or directory path to delete, relative to the session home directory. + * @throws IllegalArgumentException thrown if parameters fail the validation. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public void deleteSessionFile(String agentName, String agentSessionId, String path) { + // Generated convenience method for deleteSessionFileWithResponse + RequestOptions requestOptions = new RequestOptions(); + deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); + } + + /** + * Streams console logs (stdout / stderr) for a specific hosted agent session as typed + * {@link SessionLogEvent} values. + * + * @param agentName The name of the hosted agent. + * @param agentVersion The version of the agent. + * @param sessionId The session ID (maps to an ADC sandbox). + * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. + */ + @ServiceMethod(returns = ReturnType.COLLECTION) + public IterableStream getSessionLogStream(String agentName, String agentVersion, + String sessionId) { + RequestOptions requestOptions = new RequestOptions(); + return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions); + } + + /** + * Streams console logs (stdout / stderr) for a specific hosted agent session as typed + * {@link SessionLogEvent} values. + * + * @param agentName The name of the hosted agent. + * @param agentVersion The version of the agent. + * @param sessionId The session ID (maps to an ADC sandbox). + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. + */ + @ServiceMethod(returns = ReturnType.COLLECTION) + public IterableStream getSessionLogStream(String agentName, String agentVersion, String sessionId, + RequestOptions requestOptions) { + return new IterableStream<>(SessionLogStreamHelper + .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions).getValue() + .toFluxByteBuffer())); + } } diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java index 39b20ac1c39d..f2403e8cd339 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java @@ -60,13 +60,13 @@ @ServiceClientBuilder( serviceClients = { BetaMemoryStoresClient.class, - BetaToolboxesClient.class, BetaAgentsClient.class, AgentsClient.class, + ToolboxesClient.class, BetaMemoryStoresAsyncClient.class, - BetaToolboxesAsyncClient.class, BetaAgentsAsyncClient.class, - AgentsAsyncClient.class }) + AgentsAsyncClient.class, + ToolboxesAsyncClient.class }) public final class AgentsClientBuilder implements HttpTrait, ConfigurationTrait, TokenCredentialTrait, EndpointTrait { @@ -85,14 +85,12 @@ public final class AgentsClientBuilder private static final String AGENT_PREVIEW_FEATURES = Stream .concat(Arrays.stream(AgentDefinitionOptInKeys.values()).map(AgentDefinitionOptInKeys::toString), - Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString())) + Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString())) .collect(Collectors.joining(",")); private static final String MEMORY_STORES_PREVIEW_FEATURES = FoundryFeaturesOptInKeys.MEMORY_STORES_V1_PREVIEW.toString(); - private static final String TOOLBOXES_PREVIEW_FEATURES = FoundryFeaturesOptInKeys.TOOLBOXES_V1_PREVIEW.toString(); - private boolean allowPreview; @Generated @@ -540,10 +538,8 @@ public BetaAgentsClientBuilder beta() { serviceClients = { BetaAgentsClient.class, BetaMemoryStoresClient.class, - BetaToolboxesClient.class, BetaAgentsAsyncClient.class, - BetaMemoryStoresAsyncClient.class, - BetaToolboxesAsyncClient.class }) + BetaMemoryStoresAsyncClient.class }) public final class BetaAgentsClientBuilder { /** @@ -571,15 +567,6 @@ public BetaMemoryStoresAsyncClient buildBetaMemoryStoresAsyncClient() { buildInnerClient(MEMORY_STORES_PREVIEW_FEATURES).getBetaMemoryStores()); } - /** - * Builds an instance of BetaToolboxesAsyncClient class. - * - * @return an instance of BetaToolboxesAsyncClient. - */ - public BetaToolboxesAsyncClient buildBetaToolboxesAsyncClient() { - return new BetaToolboxesAsyncClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes()); - } - /** * Builds an instance of BetaAgentsClient class. * @@ -597,15 +584,6 @@ public BetaAgentsClient buildBetaAgentsClient() { public BetaMemoryStoresClient buildBetaMemoryStoresClient() { return new BetaMemoryStoresClient(buildInnerClient(MEMORY_STORES_PREVIEW_FEATURES).getBetaMemoryStores()); } - - /** - * Builds an instance of BetaToolboxesClient class. - * - * @return an instance of BetaToolboxesClient. - */ - public BetaToolboxesClient buildBetaToolboxesClient() { - return new BetaToolboxesClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes()); - } } /** @@ -626,15 +604,6 @@ private BetaMemoryStoresAsyncClient buildBetaMemoryStoresAsyncClient() { return new BetaMemoryStoresAsyncClient(buildInnerClient(MEMORY_STORES_PREVIEW_FEATURES).getBetaMemoryStores()); } - /** - * Builds an instance of BetaToolboxesAsyncClient class. - * - * @return an instance of BetaToolboxesAsyncClient. - */ - private BetaToolboxesAsyncClient buildBetaToolboxesAsyncClient() { - return new BetaToolboxesAsyncClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes()); - } - /** * Builds an instance of BetaAgentsClient class. * @@ -654,11 +623,22 @@ private BetaMemoryStoresClient buildBetaMemoryStoresClient() { } /** - * Builds an instance of BetaToolboxesClient class. + * Builds an instance of ToolboxesAsyncClient class. * - * @return an instance of BetaToolboxesClient. + * @return an instance of ToolboxesAsyncClient. */ - private BetaToolboxesClient buildBetaToolboxesClient() { - return new BetaToolboxesClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes()); + @Generated + public ToolboxesAsyncClient buildToolboxesAsyncClient() { + return new ToolboxesAsyncClient(buildInnerClient().getToolboxes()); + } + + /** + * Builds an instance of ToolboxesClient class. + * + * @return an instance of ToolboxesClient. + */ + @Generated + public ToolboxesClient buildToolboxesClient() { + return new ToolboxesClient(buildInnerClient().getToolboxes()); } } diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java index d33258579ed3..c9970987246e 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java @@ -4,30 +4,10 @@ package com.azure.ai.agents; import com.azure.ai.agents.implementation.BetaAgentsImpl; -import com.azure.ai.agents.implementation.JsonMergePatchHelper; -import com.azure.ai.agents.implementation.MultipartFormDataHelper; -import com.azure.ai.agents.implementation.SessionLogStreamHelper; -import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent; -import com.azure.ai.agents.implementation.models.CreateSessionRequest; -import com.azure.ai.agents.models.AgentDetails; -import com.azure.ai.agents.models.AgentSessionResource; -import com.azure.ai.agents.models.AgentVersionDetails; -import com.azure.ai.agents.models.CandidateDeployConfig; -import com.azure.ai.agents.models.CandidateMetadata; -import com.azure.ai.agents.models.CandidateResults; -import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent; import com.azure.ai.agents.models.JobStatus; -import com.azure.ai.agents.models.OptimizationCandidate; import com.azure.ai.agents.models.OptimizationJob; -import com.azure.ai.agents.models.OptimizationJobInputs; +import com.azure.ai.agents.models.OptimizationJobListItem; import com.azure.ai.agents.models.PageOrder; -import com.azure.ai.agents.models.PromoteCandidateInput; -import com.azure.ai.agents.models.PromoteCandidateResult; -import com.azure.ai.agents.models.SessionDirectoryEntry; -import com.azure.ai.agents.models.SessionFileWriteResult; -import com.azure.ai.agents.models.SessionLogEvent; -import com.azure.ai.agents.models.UpdateAgentDetailsOptions; -import com.azure.ai.agents.models.VersionIndicator; import com.azure.core.annotation.Generated; import com.azure.core.annotation.ReturnType; import com.azure.core.annotation.ServiceClient; @@ -68,3035 +48,531 @@ public final class BetaAgentsAsyncClient { } /** - * Create a new code-based agent + * Creates an agent optimization job. * - * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. - * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. - * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - *

Response Body Schema

+ * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
Operation-IdStringNoClient-generated unique ID for idempotent retries. When + * absent, the server creates the job unconditionally.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Request Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      *
- * - * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, - * hyphens allowed in the middle. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - Mono> createAgentFromCodeWithResponse(String agentName, String codeZipSha256, - BinaryData content, RequestOptions requestOptions) { - // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and - // hence not generated. - return this.serviceClient.createAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content, - requestOptions); - } - - /** - * Update a code-based agent - * - * Updates a code-based agent by uploading new code and creating a new version. - * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. + * *

Response Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      *
* - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. + * @param job The job to create. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful + * completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - Mono> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, - BinaryData content, RequestOptions requestOptions) { - // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and - // hence not generated. - return this.serviceClient.updateAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content, - requestOptions); + public Mono> createOptimizationJobWithResponse(BinaryData job, RequestOptions requestOptions) { + return this.serviceClient.createOptimizationJobWithResponseAsync(job, requestOptions); } /** - * Update an agent endpoint + * Get info about an agent optimization job. * - * Applies a merge-patch update to the specified agent endpoint configuration. - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     *
- * + * Get an optimization job by id. *

Response Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
-     *     }
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent to retrieve - * - * The name of the agent to retrieve. - * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> updateAgentDetailsWithResponse(String agentName, - BinaryData patchAgentObjectRequest, RequestOptions requestOptions) { - return this.serviceClient.updateAgentDetailsWithResponseAsync(agentName, patchAgentObjectRequest, - requestOptions); - } - - /** - * Create an agent version from code - * - * Creates a new agent version from code. Uploads the code zip and creates a new version - * for an existing agent. The SHA-256 hex digest of the zip is provided in the - * `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
      *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
-     * }
-     * }
-     *
- * - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - Mono> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256, - BinaryData content, RequestOptions requestOptions) { - // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable - // and hence not generated. - return this.serviceClient.createAgentVersionFromCodeWithResponseAsync(agentName, codeZipSha256, content, - requestOptions); - } - - /** - * Download agent code - * - * Downloads the code zip for a code-based hosted agent. - * Returns the previously-uploaded zip (`application/zip`). - * - * If `agent_version` is supplied, returns that version's code zip; otherwise - * returns the latest version's code zip. - * - * The SHA-256 digest of the returned bytes matches the `content_hash` on the - * resolved version's `code_configuration`. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be - * downloaded. - * If omitted, the latest version's code zip is returned.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) { - return this.serviceClient.downloadAgentCodeWithResponseAsync(agentName, requestOptions); - } - - /** - * Create a session - * - * Creates a new session for an agent endpoint. - * The endpoint resolves the backing agent version from `version_indicator` and - * enforces session ownership using the provided isolation key for session-mutating operations. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent to create a session for. - * @param createSessionRequest The createSessionRequest parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with - * {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> createSessionWithResponse(String agentName, BinaryData createSessionRequest, - RequestOptions requestOptions) { - return this.serviceClient.createSessionWithResponseAsync(agentName, createSessionRequest, requestOptions); - } - - /** - * Get a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response} - * on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getSessionWithResponse(String agentName, String sessionId, - RequestOptions requestOptions) { - return this.serviceClient.getSessionWithResponseAsync(agentName, sessionId, requestOptions); - } - - /** - * Delete a session - * - * Deletes a session synchronously. - * Returns 204 No Content when the session is deleted or does not exist. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> deleteSessionWithResponse(String agentName, String sessionId, - RequestOptions requestOptions) { - return this.serviceClient.deleteSessionWithResponseAsync(agentName, sessionId, requestOptions); - } - - /** - * Stop a session - * - * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> stopSessionWithResponse(String agentName, String sessionId, - RequestOptions requestOptions) { - return this.serviceClient.stopSessionWithResponseAsync(agentName, sessionId, requestOptions); - } - - /** - * List sessions for an agent - * - * Returns a paged collection of sessions associated with the specified agent endpoint. - *

Query Parameters

- * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
      *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listSessions(String agentName, RequestOptions requestOptions) { - return this.serviceClient.listSessionsAsync(agentName, requestOptions); - } - - /** - * Stream console logs for a hosted agent session - * - * Streams console logs (stdout / stderr) for a specific hosted agent session - * as a Server-Sent Events (SSE) stream. - * - * Each SSE frame contains: - * - `event`: always `"log"` - * - `data`: a plain-text log line (currently JSON-formatted, but the schema - * is not contractual and may include additional keys or change format - * over time — clients should treat it as an opaque string) - * - * Example SSE frames: - * ``` - * event: log - * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port - * 8088"} - * - * event: log - * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."} - * - * event: log - * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"} - * - * event: log - * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"} - * ``` - * - * The stream remains open until the client disconnects or the server - * terminates the connection. Clients should handle reconnection as needed. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the hosted agent. - * @param agentVersion The version of the agent. - * @param sessionId The session ID (maps to an ADC sandbox). - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return a single Server-Sent Event frame emitted by the hosted agent session log stream. - * - * Each frame contains an `event` field identifying the event type and a `data` - * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getSessionLogStreamWithResponse(String agentName, String agentVersion, - String sessionId, RequestOptions requestOptions) { - return this.serviceClient.getSessionLogStreamWithResponseAsync(agentName, agentVersion, sessionId, - requestOptions); - } - - /** - * Upload a session file - * - * Uploads binary file content to the specified path in the session sandbox. - * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Request Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The destination file path within the sandbox, relative to the session home directory. - * @param content The content parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion - * of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> uploadSessionFileWithResponse(String agentName, String agentSessionId, - String path, BinaryData content, RequestOptions requestOptions) { - return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, agentSessionId, path, content, - requestOptions); - } - - /** - * Download a session file - * - * Downloads the file at the specified sandbox path as a binary stream. - * The path is resolved relative to the session home directory. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file path to download from the sandbox, relative to the session home directory. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> downloadSessionFileWithResponse(String agentName, String agentSessionId, - String path, RequestOptions requestOptions) { - return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions); - } - - /** - * List session files - * - * Returns files and directories at the specified path in the session sandbox. - * The response includes only the immediate children of the target directory and defaults to the session home - * directory when no path is supplied. - *

Query Parameters

- * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home - * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listSessionFiles(String agentName, String agentSessionId, - RequestOptions requestOptions) { - return this.serviceClient.listSessionFilesAsync(agentName, agentSessionId, requestOptions); - } - - /** - * Delete a session file - * - * Deletes the specified file or directory from the session sandbox. - * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The - * service defaults to `false` if a value is not specified by the caller.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file or directory path to delete, relative to the session home directory. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path, - RequestOptions requestOptions) { - return this.serviceClient.deleteSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions); - } - - /** - * Create an agent optimization job - * - * Creates an agent optimization job and returns the queued job. - * Honors `Operation-Id` for idempotent retry. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
Operation-IdStringNoClient-generated unique ID for idempotent retries. When - * absent, the server creates the job unconditionally.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param inputs The optimization job inputs. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> createOptimizationJobWithResponse(BinaryData inputs, - RequestOptions requestOptions) { - return this.serviceClient.createOptimizationJobWithResponseAsync(inputs, requestOptions); - } - - /** - * Get an agent optimization job - * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param jobId The ID of the job. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an agent optimization job - * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response} on - * successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { - return this.serviceClient.getOptimizationJobWithResponseAsync(jobId, requestOptions); - } - - /** - * List agent optimization jobs - * - * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters. - *

Query Parameters

- * - * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values: - * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listOptimizationJobs(RequestOptions requestOptions) { - return this.serviceClient.listOptimizationJobsAsync(requestOptions); - } - - /** - * Cancel an agent optimization job - * - * Requests cancellation of the specified agent optimization job. - * The operation remains idempotent after the job reaches a terminal state. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param jobId The ID of the job to cancel. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { - return this.serviceClient.cancelOptimizationJobWithResponseAsync(jobId, requestOptions); - } - - /** - * Delete an agent optimization job - * - * Deletes the specified agent optimization job and its candidate artifacts. - * Cancels the job first when it is still in a non-terminal state. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
forceBooleanNoWhen true, force-delete even if the job is in a non-terminal - * state.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - * - * @param jobId The ID of the job to delete. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { - return this.serviceClient.deleteOptimizationJobWithResponseAsync(jobId, requestOptions); - } - - /** - * List optimization job candidates - * - * Returns the candidates produced by the specified optimization job. - *

Query Parameters

- * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listOptimizationCandidates(String jobId, RequestOptions requestOptions) { - return this.serviceClient.listOptimizationCandidatesAsync(jobId, requestOptions); - } - - /** - * Get an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate along with - * {@link Response} on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getOptimizationCandidateWithResponse(String jobId, String candidateId, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateWithResponseAsync(jobId, candidateId, requestOptions); - } - - /** - * Get an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response} on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getOptimizationCandidateConfigWithResponse(String jobId, String candidateId, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateConfigWithResponseAsync(jobId, candidateId, requestOptions); - } - - /** - * Get optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate along with {@link Response} on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getOptimizationCandidateResultsWithResponse(String jobId, String candidateId, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateResultsWithResponseAsync(jobId, candidateId, requestOptions); - } - - /** - * Get an optimization candidate file - * - * Streams the specified file from the candidate's blob directory. - *

Response Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param path Relative path of the file to download (e.g. 'files/examples.jsonl'). - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an optimization candidate file - * - * Streams the specified file from the candidate's blob directory along with {@link Response} on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> getOptimizationCandidateFileWithResponse(String jobId, String candidateId, - String path, RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateFileWithResponseAsync(jobId, candidateId, path, - requestOptions); - } - - /** - * Promote an optimization candidate - * - * Promotes the specified candidate and records the deployment timestamp and target agent version. - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id to promote. - * @param candidateRequest Promotion details. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return response after successfully promoting a candidate along with {@link Response} on successful completion of - * {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> promoteOptimizationCandidateWithResponse(String jobId, String candidateId, - BinaryData candidateRequest, RequestOptions requestOptions) { - return this.serviceClient.promoteOptimizationCandidateWithResponseAsync(jobId, candidateId, candidateRequest, - requestOptions); - } - - /** - * Create a new code-based agent - * - * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. - * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. - * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - * - * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, - * hyphens allowed in the middle. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - Mono createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) { - // Generated convenience method for createAgentFromCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return createAgentFromCodeWithResponse(agentName, codeZipSha256, - new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) - .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), - content.getCode().getFilename()) - .end() - .getRequestBody(), - requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); - } - - /** - * Update a code-based agent - * - * Updates a code-based agent by uploading new code and creating a new version. - * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - * - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono updateAgentFromCode(String agentName, String codeZipSha256, - CreateAgentVersionFromCodeContent content) { - // Generated convenience method for updateAgentFromCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return updateAgentFromCodeWithResponse(agentName, codeZipSha256, - new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) - .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), - content.getCode().getFilename()) - .end() - .getRequestBody(), - requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); - } - - /** - * Update an agent endpoint - * - * Applies a merge-patch update to the specified agent endpoint configuration. - * - * @param agentName The name of the agent to retrieve - * - * The name of the agent to retrieve. - * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) { - // Generated convenience method for updateAgentDetailsWithResponse - RequestOptions requestOptions = new RequestOptions(); - JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() - .prepareModelForJsonMergePatch(patchAgentObjectRequest, true); - BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest); - // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization. - patchAgentObjectRequestInBinaryData.getLength(); - JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() - .prepareModelForJsonMergePatch(patchAgentObjectRequest, false); - return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions) - .flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class)); - } - - /** - * Create an agent version from code - * - * Creates a new agent version from code. Uploads the code zip and creates a new version - * for an existing agent. The SHA-256 hex digest of the zip is provided in the - * `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - * - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono createAgentVersionFromCode(String agentName, String codeZipSha256, - CreateAgentVersionFromCodeContent content) { - // Generated convenience method for createAgentVersionFromCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, - new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) - .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), - content.getCode().getFilename()) - .end() - .getRequestBody(), - requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class)); - } - - /** - * Download agent code - * - * Downloads the code zip for a code-based hosted agent. - * Returns the previously-uploaded zip (`application/zip`). - * - * If `agent_version` is supplied, returns that version's code zip; otherwise - * returns the latest version's code zip. - * - * The SHA-256 digest of the returned bytes matches the `content_hash` on the - * resolved version's `code_configuration`. - * - * @param agentName The name of the agent. - * @param agentVersion The version of the agent whose code zip should be downloaded. - * If omitted, the latest version's code zip is returned. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono downloadAgentCode(String agentName, String agentVersion) { - // Generated convenience method for downloadAgentCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (agentVersion != null) { - requestOptions.addQueryParam("agent_version", agentVersion, false); - } - return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * Download agent code - * - * Downloads the code zip for a code-based hosted agent. - * Returns the previously-uploaded zip (`application/zip`). - * - * If `agent_version` is supplied, returns that version's code zip; otherwise - * returns the latest version's code zip. - * - * The SHA-256 digest of the returned bytes matches the `content_hash` on the - * resolved version's `code_configuration`. - * - * @param agentName The name of the agent. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono downloadAgentCode(String agentName) { - // Generated convenience method for downloadAgentCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * Create a session - * - * Creates a new session for an agent endpoint. - * The endpoint resolves the backing agent version from `version_indicator` and - * enforces session ownership using the provided isolation key for session-mutating operations. - * - * @param agentName The name of the agent to create a session for. - * @param versionIndicator Determines which agent version backs the session. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent - * endpoint. Auto-generated if omitted. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono createSession(String agentName, VersionIndicator versionIndicator, - String userIsolationKey, String agentSessionId) { - // Generated convenience method for createSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - CreateSessionRequest createSessionRequestObj - = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId); - BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); - } - - /** - * Create a session - * - * Creates a new session for an agent endpoint. - * The endpoint resolves the backing agent version from `version_indicator` and - * enforces session ownership using the provided isolation key for session-mutating operations. - * - * @param agentName The name of the agent to create a session for. - * @param versionIndicator Determines which agent version backs the session. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono createSession(String agentName, VersionIndicator versionIndicator) { - // Generated convenience method for createSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator); - BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); - return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); - } - - /** - * Get a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of - * {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getSession(String agentName, String sessionId, String userIsolationKey) { - // Generated convenience method for getSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); - } - - /** - * Get a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of - * {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getSession(String agentName, String sessionId) { - // Generated convenience method for getSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)); - } - - /** - * Delete a session - * - * Deletes a session synchronously. - * Returns 204 No Content when the session is deleted or does not exist. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono deleteSession(String agentName, String sessionId, String userIsolationKey) { - // Generated convenience method for deleteSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * Delete a session - * - * Deletes a session synchronously. - * Returns 204 No Content when the session is deleted or does not exist. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono deleteSession(String agentName, String sessionId) { - // Generated convenience method for deleteSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * Stop a session - * - * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono stopSession(String agentName, String sessionId) { - // Generated convenience method for stopSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - return stopSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * List sessions for an agent - * - * Returns a paged collection of sessions associated with the specified agent endpoint. - * - * @param agentName The name of the agent. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the - * default is 20. - * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` - * for descending order. - * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list. - * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listSessions(String agentName, String userIsolationKey, Integer limit, - PageOrder order, String after, String before) { - // Generated convenience method for listSessions - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - if (limit != null) { - requestOptions.addQueryParam("limit", String.valueOf(limit), false); - } - if (order != null) { - requestOptions.addQueryParam("order", order.toString(), false); - } - if (after != null) { - requestOptions.addQueryParam("after", after, false); - } - if (before != null) { - requestOptions.addQueryParam("before", before, false); - } - PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions); - return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { - Flux> flux = (continuationTokenParam == null) - ? pagedFluxResponse.byPage().take(1) - : pagedFluxResponse.byPage(continuationTokenParam).take(1); - return flux - .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), - pagedResponse.getStatusCode(), pagedResponse.getHeaders(), - pagedResponse.getValue() - .stream() - .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)) - .collect(Collectors.toList()), - pagedResponse.getContinuationToken(), null)); - }); - } - - /** - * List sessions for an agent - * - * Returns a paged collection of sessions associated with the specified agent endpoint. - * - * @param agentName The name of the agent. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listSessions(String agentName) { - // Generated convenience method for listSessions - RequestOptions requestOptions = new RequestOptions(); - PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions); - return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { - Flux> flux = (continuationTokenParam == null) - ? pagedFluxResponse.byPage().take(1) - : pagedFluxResponse.byPage(continuationTokenParam).take(1); - return flux - .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), - pagedResponse.getStatusCode(), pagedResponse.getHeaders(), - pagedResponse.getValue() - .stream() - .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class)) - .collect(Collectors.toList()), - pagedResponse.getContinuationToken(), null)); - }); - } - - /** - * Upload a session file - * - * Uploads binary file content to the specified path in the session sandbox. - * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The destination file path within the sandbox, relative to the session home directory. - * @param content The content parameter. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono uploadSessionFile(String agentName, String agentSessionId, String path, - BinaryData content, String userIsolationKey) { - // Generated convenience method for uploadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions) - .flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class)); - } - - /** - * Upload a session file - * - * Uploads binary file content to the specified path in the session sandbox. - * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The destination file path within the sandbox, relative to the session home directory. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono uploadSessionFile(String agentName, String agentSessionId, String path, - BinaryData content) { - // Generated convenience method for uploadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions) - .flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class)); - } - - /** - * Download a session file - * - * Downloads the file at the specified sandbox path as a binary stream. - * The path is resolved relative to the session home directory. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file path to download from the sandbox, relative to the session home directory. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono downloadSessionFile(String agentName, String agentSessionId, String path, - String userIsolationKey) { - // Generated convenience method for downloadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions) - .flatMap(FluxUtil::toMono); - } - - /** - * Download a session file - * - * Downloads the file at the specified sandbox path as a binary stream. - * The path is resolved relative to the session home directory. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file path to download from the sandbox, relative to the session home directory. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response body on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono downloadSessionFile(String agentName, String agentSessionId, String path) { - // Generated convenience method for downloadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions) - .flatMap(FluxUtil::toMono); - } - - /** - * List session files - * - * Returns files and directories at the specified path in the session sandbox. - * The response includes only the immediate children of the target directory and defaults to the session home - * directory when no path is supplied. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if - * not provided. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the - * default is 20. - * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` - * for descending order. - * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list. - * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listSessionFiles(String agentName, String agentSessionId, String path, - String userIsolationKey, Integer limit, PageOrder order, String after, String before) { - // Generated convenience method for listSessionFiles - RequestOptions requestOptions = new RequestOptions(); - if (path != null) { - requestOptions.addQueryParam("path", path, false); - } - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - if (limit != null) { - requestOptions.addQueryParam("limit", String.valueOf(limit), false); - } - if (order != null) { - requestOptions.addQueryParam("order", order.toString(), false); - } - if (after != null) { - requestOptions.addQueryParam("after", after, false); - } - if (before != null) { - requestOptions.addQueryParam("before", before, false); - } - PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions); - return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { - Flux> flux = (continuationTokenParam == null) - ? pagedFluxResponse.byPage().take(1) - : pagedFluxResponse.byPage(continuationTokenParam).take(1); - return flux - .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), - pagedResponse.getStatusCode(), pagedResponse.getHeaders(), - pagedResponse.getValue() - .stream() - .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class)) - .collect(Collectors.toList()), - pagedResponse.getContinuationToken(), null)); - }); - } - - /** - * List session files - * - * Returns files and directories at the specified path in the session sandbox. - * The response includes only the immediate children of the target directory and defaults to the session home - * directory when no path is supplied. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listSessionFiles(String agentName, String agentSessionId) { - // Generated convenience method for listSessionFiles - RequestOptions requestOptions = new RequestOptions(); - PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions); - return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { - Flux> flux = (continuationTokenParam == null) - ? pagedFluxResponse.byPage().take(1) - : pagedFluxResponse.byPage(continuationTokenParam).take(1); - return flux - .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), - pagedResponse.getStatusCode(), pagedResponse.getHeaders(), - pagedResponse.getValue() - .stream() - .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class)) - .collect(Collectors.toList()), - pagedResponse.getContinuationToken(), null)); - }); - } - - /** - * Delete a session file - * - * Deletes the specified file or directory from the session sandbox. - * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file or directory path to delete, relative to the session home directory. - * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is - * not specified by the caller. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive, - String userIsolationKey) { - // Generated convenience method for deleteSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (recursive != null) { - requestOptions.addQueryParam("recursive", String.valueOf(recursive), false); - } - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * Delete a session file - * - * Deletes the specified file or directory from the session sandbox. - * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file or directory path to delete, relative to the session home directory. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono deleteSessionFile(String agentName, String agentSessionId, String path) { - // Generated convenience method for deleteSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono); - } - - /** - * Create an agent optimization job - * - * Creates an agent optimization job and returns the queued job. - * Honors `Operation-Id` for idempotent retry. - * - * @param inputs The optimization job inputs. - * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job - * unconditionally. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono createOptimizationJob(OptimizationJobInputs inputs, String operationId) { - // Generated convenience method for createOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (operationId != null) { - requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId); - } - return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions) - .flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); - } - - /** - * Create an agent optimization job - * - * Creates an agent optimization job and returns the queued job. - * Honors `Operation-Id` for idempotent retry. - * - * @param inputs The optimization job inputs. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono createOptimizationJob(OptimizationJobInputs inputs) { - // Generated convenience method for createOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions) - .flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); - } - - /** - * Get an agent optimization job - * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state. - * - * @param jobId The ID of the job. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an agent optimization job - * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state on successful completion of - * {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getOptimizationJob(String jobId) { - // Generated convenience method for getOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); - } - - /** - * List agent optimization jobs - * - * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters. - * - * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the - * default is 20. - * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` - * for descending order. - * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list. - * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list. - * @param status Filter to jobs in this lifecycle state. - * @param agentName Filter to jobs targeting this agent name. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listOptimizationJobs(Integer limit, PageOrder order, String after, String before, - JobStatus status, String agentName) { - // Generated convenience method for listOptimizationJobs - RequestOptions requestOptions = new RequestOptions(); - if (limit != null) { - requestOptions.addQueryParam("limit", String.valueOf(limit), false); - } - if (order != null) { - requestOptions.addQueryParam("order", order.toString(), false); - } - if (after != null) { - requestOptions.addQueryParam("after", after, false); - } - if (before != null) { - requestOptions.addQueryParam("before", before, false); - } - if (status != null) { - requestOptions.addQueryParam("status", status.toString(), false); - } - if (agentName != null) { - requestOptions.addQueryParam("agent_name", agentName, false); - } - PagedFlux pagedFluxResponse = listOptimizationJobs(requestOptions); - return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { - Flux> flux = (continuationTokenParam == null) - ? pagedFluxResponse.byPage().take(1) - : pagedFluxResponse.byPage(continuationTokenParam).take(1); - return flux.map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), - pagedResponse.getStatusCode(), pagedResponse.getHeaders(), - pagedResponse.getValue() - .stream() - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)) - .collect(Collectors.toList()), - pagedResponse.getContinuationToken(), null)); - }); + * updated_at: long (Required) + * progress (Optional): { + * candidates_completed: int (Required) + * best_score: double (Required) + * elapsed_seconds: double (Required) + * } + * warnings (Optional): [ + * String (Optional) + * ] + * } + * } + * + * + * @param jobId The ID of the job. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return info about an agent optimization job. + * + * Get an optimization job by id along with {@link Response} on successful completion of {@link Mono}. + */ + @Generated + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { + return this.serviceClient.getOptimizationJobWithResponseAsync(jobId, requestOptions); } /** - * List agent optimization jobs + * Returns a list of agent optimization jobs. * - * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters. + * List optimization jobs. Supports cursor pagination and optional status / agent_name filters. + *

Query Parameters

+ * + * + * + * + * + * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values: + * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
+     * }
+     * }
+     *
* + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. */ @Generated @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listOptimizationJobs() { - // Generated convenience method for listOptimizationJobs - RequestOptions requestOptions = new RequestOptions(); - PagedFlux pagedFluxResponse = listOptimizationJobs(requestOptions); - return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { - Flux> flux = (continuationTokenParam == null) - ? pagedFluxResponse.byPage().take(1) - : pagedFluxResponse.byPage(continuationTokenParam).take(1); - return flux.map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), - pagedResponse.getStatusCode(), pagedResponse.getHeaders(), - pagedResponse.getValue() - .stream() - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)) - .collect(Collectors.toList()), - pagedResponse.getContinuationToken(), null)); - }); + public PagedFlux listOptimizationJobs(RequestOptions requestOptions) { + return this.serviceClient.listOptimizationJobsAsync(requestOptions); } /** - * Cancel an agent optimization job + * Cancels an agent optimization job. * - * Requests cancellation of the specified agent optimization job. - * The operation remains idempotent after the job reaches a terminal state. + * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     *
* * @param jobId The ID of the job to cancel. - * @throws IllegalArgumentException thrown if parameters fail the validation. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}. + * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful + * completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono cancelOptimizationJob(String jobId) { - // Generated convenience method for cancelOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - return cancelOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); + public Mono> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { + return this.serviceClient.cancelOptimizationJobWithResponseAsync(jobId, requestOptions); } /** - * Delete an agent optimization job + * Deletes an agent optimization job. * - * Deletes the specified agent optimization job and its candidate artifacts. - * Cancels the job first when it is still in a non-terminal state. + * Delete the job and its candidate artifacts. Cancels first if non-terminal. * * @param jobId The ID of the job to delete. - * @param force When true, force-delete even if the job is in a non-terminal state. - * @throws IllegalArgumentException thrown if parameters fail the validation. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. + * @return the {@link Response} on successful completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono deleteOptimizationJob(String jobId, Boolean force) { - // Generated convenience method for deleteOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (force != null) { - requestOptions.addQueryParam("force", String.valueOf(force), false); - } - return deleteOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono); + public Mono> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { + return this.serviceClient.deleteOptimizationJobWithResponseAsync(jobId, requestOptions); } /** - * Delete an agent optimization job + * Get info about an agent optimization job. * - * Deletes the specified agent optimization job and its candidate artifacts. - * Cancels the job first when it is still in a non-terminal state. + * Get an optimization job by id. * - * @param jobId The ID of the job to delete. + * @param jobId The ID of the job. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return A {@link Mono} that completes when a successful response is received. + * @return info about an agent optimization job. + * + * Get an optimization job by id on successful completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono deleteOptimizationJob(String jobId) { - // Generated convenience method for deleteOptimizationJobWithResponse + public Mono getOptimizationJob(String jobId) { + // Generated convenience method for getOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return deleteOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono); + return getOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); } /** - * List optimization job candidates + * Returns a list of agent optimization jobs. * - * Returns the candidates produced by the specified optimization job. + * List optimization jobs. Supports cursor pagination and optional status / agent_name filters. * - * @param jobId The optimization job id. * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the * default is 20. * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` @@ -3107,6 +583,8 @@ public Mono deleteOptimizationJob(String jobId) { * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your * subsequent call can include before=obj_foo in order to fetch the previous page of the list. + * @param status Filter to jobs in this lifecycle state. + * @param agentName Filter to jobs targeting this agent name. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. @@ -3117,9 +595,9 @@ public Mono deleteOptimizationJob(String jobId) { */ @Generated @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listOptimizationCandidates(String jobId, Integer limit, PageOrder order, - String after, String before) { - // Generated convenience method for listOptimizationCandidates + public PagedFlux listOptimizationJobs(Integer limit, PageOrder order, String after, + String before, JobStatus status, String agentName) { + // Generated convenience method for listOptimizationJobs RequestOptions requestOptions = new RequestOptions(); if (limit != null) { requestOptions.addQueryParam("limit", String.valueOf(limit), false); @@ -3133,29 +611,33 @@ public PagedFlux listOptimizationCandidates(String jobId, if (before != null) { requestOptions.addQueryParam("before", before, false); } - PagedFlux pagedFluxResponse = listOptimizationCandidates(jobId, requestOptions); + if (status != null) { + requestOptions.addQueryParam("status", status.toString(), false); + } + if (agentName != null) { + requestOptions.addQueryParam("agent_name", agentName, false); + } + PagedFlux pagedFluxResponse = listOptimizationJobs(requestOptions); return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { Flux> flux = (continuationTokenParam == null) ? pagedFluxResponse.byPage().take(1) : pagedFluxResponse.byPage(continuationTokenParam).take(1); return flux - .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), + .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(), pagedResponse.getValue() .stream() - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationCandidate.class)) + .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJobListItem.class)) .collect(Collectors.toList()), pagedResponse.getContinuationToken(), null)); }); } /** - * List optimization job candidates + * Returns a list of agent optimization jobs. * - * Returns the candidates produced by the specified optimization job. + * List optimization jobs. Supports cursor pagination and optional status / agent_name filters. * - * @param jobId The optimization job id. - * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. @@ -3165,190 +647,121 @@ public PagedFlux listOptimizationCandidates(String jobId, */ @Generated @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listOptimizationCandidates(String jobId) { - // Generated convenience method for listOptimizationCandidates + public PagedFlux listOptimizationJobs() { + // Generated convenience method for listOptimizationJobs RequestOptions requestOptions = new RequestOptions(); - PagedFlux pagedFluxResponse = listOptimizationCandidates(jobId, requestOptions); + PagedFlux pagedFluxResponse = listOptimizationJobs(requestOptions); return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> { Flux> flux = (continuationTokenParam == null) ? pagedFluxResponse.byPage().take(1) : pagedFluxResponse.byPage(continuationTokenParam).take(1); return flux - .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), + .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(), pagedResponse.getValue() .stream() - .map(protocolMethodData -> protocolMethodData.toObject(OptimizationCandidate.class)) + .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJobListItem.class)) .collect(Collectors.toList()), pagedResponse.getContinuationToken(), null)); }); } /** - * Get an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate. - * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate on successful - * completion of {@link Mono}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getOptimizationCandidate(String jobId, String candidateId) { - // Generated convenience method for getOptimizationCandidateWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateWithResponse(jobId, candidateId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(CandidateMetadata.class)); - } - - /** - * Get an optimization candidate config + * Cancels an agent optimization job. * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests. + * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state. * - * @param jobId The optimization job id. - * @param candidateId The candidate id. + * @param jobId The ID of the job to cancel. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests on successful completion of {@link Mono}. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getOptimizationCandidateConfig(String jobId, String candidateId) { - // Generated convenience method for getOptimizationCandidateConfigWithResponse + public Mono cancelOptimizationJob(String jobId) { + // Generated convenience method for cancelOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateConfigWithResponse(jobId, candidateId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(CandidateDeployConfig.class)); + return cancelOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); } /** - * Get optimization candidate results + * Deletes an agent optimization job. * - * Retrieves full per-task evaluation results for the specified candidate. + * Delete the job and its candidate artifacts. Cancels first if non-terminal. * - * @param jobId The optimization job id. - * @param candidateId The candidate id. + * @param jobId The ID of the job to delete. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate on successful completion of {@link Mono}. + * @return A {@link Mono} that completes when a successful response is received. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getOptimizationCandidateResults(String jobId, String candidateId) { - // Generated convenience method for getOptimizationCandidateResultsWithResponse + public Mono deleteOptimizationJob(String jobId) { + // Generated convenience method for deleteOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateResultsWithResponse(jobId, candidateId, requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(CandidateResults.class)); + return deleteOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono); } /** - * Get an optimization candidate file + * Creates an agent optimization job. * - * Streams the specified file from the candidate's blob directory. + * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry. * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param path Relative path of the file to download (e.g. 'files/examples.jsonl'). + * @param job The job to create. + * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job + * unconditionally. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an optimization candidate file - * - * Streams the specified file from the candidate's blob directory on successful completion of {@link Mono}. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono getOptimizationCandidateFile(String jobId, String candidateId, String path) { - // Generated convenience method for getOptimizationCandidateFileWithResponse + public Mono createOptimizationJob(OptimizationJob job, String operationId) { + // Generated convenience method for createOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateFileWithResponse(jobId, candidateId, path, requestOptions) - .flatMap(FluxUtil::toMono); + if (operationId != null) { + requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId); + } + return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); } /** - * Promote an optimization candidate + * Creates an agent optimization job. * - * Promotes the specified candidate and records the deployment timestamp and target agent version. + * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry. * - * @param jobId The optimization job id. - * @param candidateId The candidate id to promote. - * @param candidateRequest Promotion details. + * @param job The job to create. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return response after successfully promoting a candidate on successful completion of {@link Mono}. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public Mono promoteOptimizationCandidate(String jobId, String candidateId, - PromoteCandidateInput candidateRequest) { - // Generated convenience method for promoteOptimizationCandidateWithResponse - RequestOptions requestOptions = new RequestOptions(); - return promoteOptimizationCandidateWithResponse(jobId, candidateId, BinaryData.fromObject(candidateRequest), - requestOptions).flatMap(FluxUtil::toMono) - .map(protocolMethodData -> protocolMethodData.toObject(PromoteCandidateResult.class)); - } - - /** - * Streams console logs (stdout / stderr) for a specific hosted agent session as typed - * {@link SessionLogEvent} values. - * - * @param agentName The name of the hosted agent. - * @param agentVersion The version of the agent. - * @param sessionId The session ID (maps to an ADC sandbox). - * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. - */ - @ServiceMethod(returns = ReturnType.COLLECTION) - public Flux getSessionLogStream(String agentName, String agentVersion, String sessionId) { + public Mono createOptimizationJob(OptimizationJob job) { + // Generated convenience method for createOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions); - } - - /** - * Streams console logs (stdout / stderr) for a specific hosted agent session as typed - * {@link SessionLogEvent} values. - * - * @param agentName The name of the hosted agent. - * @param agentVersion The version of the agent. - * @param sessionId The session ID (maps to an ADC sandbox). - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. - */ - @ServiceMethod(returns = ReturnType.COLLECTION) - public Flux getSessionLogStream(String agentName, String agentVersion, String sessionId, - RequestOptions requestOptions) { - return SessionLogStreamHelper - .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions) - .flatMapMany(response -> response.getValue().toFluxByteBuffer())); + return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).flatMap(FluxUtil::toMono) + .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class)); } } diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java index d96afdd8c149..aee8b533059c 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java @@ -4,30 +4,10 @@ package com.azure.ai.agents; import com.azure.ai.agents.implementation.BetaAgentsImpl; -import com.azure.ai.agents.implementation.JsonMergePatchHelper; -import com.azure.ai.agents.implementation.MultipartFormDataHelper; -import com.azure.ai.agents.implementation.SessionLogStreamHelper; -import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent; -import com.azure.ai.agents.implementation.models.CreateSessionRequest; -import com.azure.ai.agents.models.AgentDetails; -import com.azure.ai.agents.models.AgentSessionResource; -import com.azure.ai.agents.models.AgentVersionDetails; -import com.azure.ai.agents.models.CandidateDeployConfig; -import com.azure.ai.agents.models.CandidateMetadata; -import com.azure.ai.agents.models.CandidateResults; -import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent; import com.azure.ai.agents.models.JobStatus; -import com.azure.ai.agents.models.OptimizationCandidate; import com.azure.ai.agents.models.OptimizationJob; -import com.azure.ai.agents.models.OptimizationJobInputs; +import com.azure.ai.agents.models.OptimizationJobListItem; import com.azure.ai.agents.models.PageOrder; -import com.azure.ai.agents.models.PromoteCandidateInput; -import com.azure.ai.agents.models.PromoteCandidateResult; -import com.azure.ai.agents.models.SessionDirectoryEntry; -import com.azure.ai.agents.models.SessionFileWriteResult; -import com.azure.ai.agents.models.SessionLogEvent; -import com.azure.ai.agents.models.UpdateAgentDetailsOptions; -import com.azure.ai.agents.models.VersionIndicator; import com.azure.core.annotation.Generated; import com.azure.core.annotation.ReturnType; import com.azure.core.annotation.ServiceClient; @@ -41,7 +21,6 @@ import com.azure.core.http.rest.RequestOptions; import com.azure.core.http.rest.Response; import com.azure.core.util.BinaryData; -import com.azure.core.util.IterableStream; /** * Initializes a new instance of the synchronous AgentsClient type. @@ -63,2751 +42,503 @@ public final class BetaAgentsClient { } /** - * Create a new code-based agent + * Creates an agent optimization job. * - * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. - * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. - * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - *

Response Body Schema

+ * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry. + *

Header Parameters

+ * + * + * + * + *
Header Parameters
NameTypeRequiredDescription
Operation-IdStringNoClient-generated unique ID for idempotent retries. When + * absent, the server creates the job unconditionally.
+ * You can add these to a request with {@link RequestOptions#addHeader} + *

Request Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      *
- * - * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, - * hyphens allowed in the middle. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - Response createAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content, - RequestOptions requestOptions) { - // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and - // hence not generated. - return this.serviceClient.createAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions); - } - - /** - * Update a code-based agent - * - * Updates a code-based agent by uploading new code and creating a new version. - * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. + * *

Response Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      *
* - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. + * @param job The job to create. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - Response updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content, - RequestOptions requestOptions) { - // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and - // hence not generated. - return this.serviceClient.updateAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions); + public Response createOptimizationJobWithResponse(BinaryData job, RequestOptions requestOptions) { + return this.serviceClient.createOptimizationJobWithResponse(job, requestOptions); } /** - * Update an agent endpoint + * Get info about an agent optimization job. * - * Applies a merge-patch update to the specified agent endpoint configuration. - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     *
- * + * Get an optimization job by id. *

Response Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
-     *     }
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent to retrieve - * - * The name of the agent to retrieve. - * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest, - RequestOptions requestOptions) { - return this.serviceClient.updateAgentDetailsWithResponse(agentName, patchAgentObjectRequest, requestOptions); - } - - /** - * Create an agent version from code - * - * Creates a new agent version from code. Uploads the code zip and creates a new version - * for an existing agent. The SHA-256 hex digest of the zip is provided in the - * `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
      *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
-     *     agent_guid: String (Optional)
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      *
* - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. + * @param jobId The ID of the job. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. + * @return info about an agent optimization job. + * + * Get an optimization job by id along with {@link Response}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - Response createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256, - BinaryData content, RequestOptions requestOptions) { - // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable - // and hence not generated. - return this.serviceClient.createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, content, - requestOptions); + public Response getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { + return this.serviceClient.getOptimizationJobWithResponse(jobId, requestOptions); } /** - * Download agent code + * Returns a list of agent optimization jobs. * - * Downloads the code zip for a code-based hosted agent. - * Returns the previously-uploaded zip (`application/zip`). - * - * If `agent_version` is supplied, returns that version's code zip; otherwise - * returns the latest version's code zip. - * - * The SHA-256 digest of the returned bytes matches the `content_hash` on the - * resolved version's `code_configuration`. + * List optimization jobs. Supports cursor pagination and optional status / agent_name filters. *

Query Parameters

* * * - * + * + * + * + * + * + * *
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be - * downloaded. - * If omitted, the latest version's code zip is returned.
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values: + * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.
* You can add these to a request with {@link RequestOptions#addQueryParam} *

Response Body Schema

* * 
      * {@code
-     * BinaryData
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) { - return this.serviceClient.downloadAgentCodeWithResponse(agentName, requestOptions); - } - - /** - * Create a session - * - * Creates a new session for an agent endpoint. - * The endpoint resolves the backing agent version from `version_indicator` and - * enforces session ownership using the provided isolation key for session-mutating operations. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Request Body Schema

- * - * 
-     * {@code
      * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent to create a session for. - * @param createSessionRequest The createSessionRequest parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with - * {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response createSessionWithResponse(String agentName, BinaryData createSessionRequest, - RequestOptions requestOptions) { - return this.serviceClient.createSessionWithResponse(agentName, createSessionRequest, requestOptions); - } - - /** - * Get a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getSessionWithResponse(String agentName, String sessionId, - RequestOptions requestOptions) { - return this.serviceClient.getSessionWithResponse(agentName, sessionId, requestOptions); - } - - /** - * Delete a session - * - * Deletes a session synchronously. - * Returns 204 No Content when the session is deleted or does not exist. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) { - return this.serviceClient.deleteSessionWithResponse(agentName, sessionId, requestOptions); - } - - /** - * Stop a session - * - * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) { - return this.serviceClient.stopSessionWithResponse(agentName, sessionId, requestOptions); - } - - /** - * List sessions for an agent - * - * Returns a paged collection of sessions associated with the specified agent endpoint. - *

Query Parameters

- * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listSessions(String agentName, RequestOptions requestOptions) { - return this.serviceClient.listSessions(agentName, requestOptions); - } - - /** - * Stream console logs for a hosted agent session - * - * Streams console logs (stdout / stderr) for a specific hosted agent session - * as a Server-Sent Events (SSE) stream. - * - * Each SSE frame contains: - * - `event`: always `"log"` - * - `data`: a plain-text log line (currently JSON-formatted, but the schema - * is not contractual and may include additional keys or change format - * over time — clients should treat it as an opaque string) - * - * Example SSE frames: - * ``` - * event: log - * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port - * 8088"} - * - * event: log - * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."} - * - * event: log - * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"} - * - * event: log - * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"} - * ``` - * - * The stream remains open until the client disconnects or the server - * terminates the connection. Clients should handle reconnection as needed. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the hosted agent. - * @param agentVersion The version of the agent. - * @param sessionId The session ID (maps to an ADC sandbox). - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return a single Server-Sent Event frame emitted by the hosted agent session log stream. - * - * Each frame contains an `event` field identifying the event type and a `data` - * field carrying the payload as plain text along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId, - RequestOptions requestOptions) { - return this.serviceClient.getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions); - } - - /** - * Upload a session file - * - * Uploads binary file content to the specified path in the session sandbox. - * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Request Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The destination file path within the sandbox, relative to the session home directory. - * @param content The content parameter. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return response from uploading a file to a session sandbox along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path, - BinaryData content, RequestOptions requestOptions) { - return this.serviceClient.uploadSessionFileWithResponse(agentName, agentSessionId, path, content, - requestOptions); - } - - /** - * Download a session file - * - * Downloads the file at the specified sandbox path as a binary stream. - * The path is resolved relative to the session home directory. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file path to download from the sandbox, relative to the session home directory. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path, - RequestOptions requestOptions) { - return this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions); - } - - /** - * List session files - * - * Returns files and directories at the specified path in the session sandbox. - * The response includes only the immediate children of the target directory and defaults to the session home - * directory when no path is supplied. - *

Query Parameters

- * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home - * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listSessionFiles(String agentName, String agentSessionId, - RequestOptions requestOptions) { - return this.serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions); - } - - /** - * Delete a session file - * - * Deletes the specified file or directory from the session sandbox. - * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The - * service defaults to `false` if a value is not specified by the caller.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope - * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
- * You can add these to a request with {@link RequestOptions#addHeader} - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file or directory path to delete, relative to the session home directory. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response deleteSessionFileWithResponse(String agentName, String agentSessionId, String path, - RequestOptions requestOptions) { - return this.serviceClient.deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions); - } - - /** - * Create an agent optimization job - * - * Creates an agent optimization job and returns the queued job. - * Honors `Operation-Id` for idempotent retry. - *

Header Parameters

- * - * - * - * - *
Header Parameters
NameTypeRequiredDescription
Operation-IdStringNoClient-generated unique ID for idempotent retries. When - * absent, the server creates the job unconditionally.
- * You can add these to a request with {@link RequestOptions#addHeader} - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param inputs The optimization job inputs. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response createOptimizationJobWithResponse(BinaryData inputs, RequestOptions requestOptions) { - return this.serviceClient.createOptimizationJobWithResponse(inputs, requestOptions); - } - - /** - * Get an agent optimization job - * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param jobId The ID of the job. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an agent optimization job - * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { - return this.serviceClient.getOptimizationJobWithResponse(jobId, requestOptions); - } - - /** - * List agent optimization jobs - * - * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters. - *

Query Parameters

- * - * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values: - * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listOptimizationJobs(RequestOptions requestOptions) { - return this.serviceClient.listOptimizationJobs(requestOptions); - } - - /** - * Cancel an agent optimization job - * - * Requests cancellation of the specified agent optimization job. - * The operation remains idempotent after the job reaches a terminal state. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param jobId The ID of the job to cancel. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { - return this.serviceClient.cancelOptimizationJobWithResponse(jobId, requestOptions); - } - - /** - * Delete an agent optimization job - * - * Deletes the specified agent optimization job and its candidate artifacts. - * Cancels the job first when it is still in a non-terminal state. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
forceBooleanNoWhen true, force-delete even if the job is in a non-terminal - * state.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - * - * @param jobId The ID of the job to delete. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { - return this.serviceClient.deleteOptimizationJobWithResponse(jobId, requestOptions); - } - - /** - * List optimization job candidates - * - * Returns the candidates produced by the specified optimization job. - *

Query Parameters

- * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listOptimizationCandidates(String jobId, RequestOptions requestOptions) { - return this.serviceClient.listOptimizationCandidates(jobId, requestOptions); - } - - /** - * Get an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate along with - * {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getOptimizationCandidateWithResponse(String jobId, String candidateId, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateWithResponse(jobId, candidateId, requestOptions); - } - - /** - * Get an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getOptimizationCandidateConfigWithResponse(String jobId, String candidateId, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateConfigWithResponse(jobId, candidateId, requestOptions); - } - - /** - * Get optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate. - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getOptimizationCandidateResultsWithResponse(String jobId, String candidateId, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateResultsWithResponse(jobId, candidateId, requestOptions); - } - - /** - * Get an optimization candidate file - * - * Streams the specified file from the candidate's blob directory. - *

Response Body Schema

- * - * 
-     * {@code
-     * BinaryData
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param path Relative path of the file to download (e.g. 'files/examples.jsonl'). - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return an optimization candidate file - * - * Streams the specified file from the candidate's blob directory along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response getOptimizationCandidateFileWithResponse(String jobId, String candidateId, String path, - RequestOptions requestOptions) { - return this.serviceClient.getOptimizationCandidateFileWithResponse(jobId, candidateId, path, requestOptions); - } - - /** - * Promote an optimization candidate - * - * Promotes the specified candidate and records the deployment timestamp and target agent version. - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     *
- * - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     *
- * - * @param jobId The optimization job id. - * @param candidateId The candidate id to promote. - * @param candidateRequest Promotion details. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return response after successfully promoting a candidate along with {@link Response}. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public Response promoteOptimizationCandidateWithResponse(String jobId, String candidateId, - BinaryData candidateRequest, RequestOptions requestOptions) { - return this.serviceClient.promoteOptimizationCandidateWithResponse(jobId, candidateId, candidateRequest, - requestOptions); - } - - /** - * Create a new code-based agent - * - * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. - * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. - * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - * - * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, - * hyphens allowed in the middle. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - AgentDetails createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) { - // Generated convenience method for createAgentFromCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return createAgentFromCodeWithResponse(agentName, codeZipSha256, - new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) - .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), - content.getCode().getFilename()) - .end() - .getRequestBody(), - requestOptions).getValue().toObject(AgentDetails.class); - } - - /** - * Update a code-based agent - * - * Updates a code-based agent by uploading new code and creating a new version. - * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - * - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentDetails updateAgentFromCode(String agentName, String codeZipSha256, - CreateAgentVersionFromCodeContent content) { - // Generated convenience method for updateAgentFromCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return updateAgentFromCodeWithResponse(agentName, codeZipSha256, - new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) - .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), - content.getCode().getFilename()) - .end() - .getRequestBody(), - requestOptions).getValue().toObject(AgentDetails.class); - } - - /** - * Update an agent endpoint - * - * Applies a merge-patch update to the specified agent endpoint configuration. - * - * @param agentName The name of the agent to retrieve - * - * The name of the agent to retrieve. - * @param patchAgentObjectRequest The patchAgentObjectRequest parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentDetails updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) { - // Generated convenience method for updateAgentDetailsWithResponse - RequestOptions requestOptions = new RequestOptions(); - JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() - .prepareModelForJsonMergePatch(patchAgentObjectRequest, true); - BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest); - // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization. - patchAgentObjectRequestInBinaryData.getLength(); - JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor() - .prepareModelForJsonMergePatch(patchAgentObjectRequest, false); - return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions).getValue() - .toObject(AgentDetails.class); - } - - /** - * Create an agent version from code - * - * Creates a new agent version from code. Uploads the code zip and creates a new version - * for an existing agent. The SHA-256 hex digest of the zip is provided in the - * `x-ms-code-zip-sha256` header for integrity and dedup. - * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is - * irrelevant). - * Maximum upload size is 250 MB. - * - * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. - * - Must start and end with alphanumeric characters, - * - Can contain hyphens in the middle - * - Must not exceed 63 characters. - * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity - * verification. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentVersionDetails createAgentVersionFromCode(String agentName, String codeZipSha256, - CreateAgentVersionFromCodeContent content) { - // Generated convenience method for createAgentVersionFromCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, - new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata()) - .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(), - content.getCode().getFilename()) - .end() - .getRequestBody(), - requestOptions).getValue().toObject(AgentVersionDetails.class); - } - - /** - * Download agent code - * - * Downloads the code zip for a code-based hosted agent. - * Returns the previously-uploaded zip (`application/zip`). - * - * If `agent_version` is supplied, returns that version's code zip; otherwise - * returns the latest version's code zip. - * - * The SHA-256 digest of the returned bytes matches the `content_hash` on the - * resolved version's `code_configuration`. - * - * @param agentName The name of the agent. - * @param agentVersion The version of the agent whose code zip should be downloaded. - * If omitted, the latest version's code zip is returned. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public BinaryData downloadAgentCode(String agentName, String agentVersion) { - // Generated convenience method for downloadAgentCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (agentVersion != null) { - requestOptions.addQueryParam("agent_version", agentVersion, false); - } - return downloadAgentCodeWithResponse(agentName, requestOptions).getValue(); - } - - /** - * Download agent code - * - * Downloads the code zip for a code-based hosted agent. - * Returns the previously-uploaded zip (`application/zip`). - * - * If `agent_version` is supplied, returns that version's code zip; otherwise - * returns the latest version's code zip. - * - * The SHA-256 digest of the returned bytes matches the `content_hash` on the - * resolved version's `code_configuration`. - * - * @param agentName The name of the agent. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public BinaryData downloadAgentCode(String agentName) { - // Generated convenience method for downloadAgentCodeWithResponse - RequestOptions requestOptions = new RequestOptions(); - return downloadAgentCodeWithResponse(agentName, requestOptions).getValue(); - } - - /** - * Create a session - * - * Creates a new session for an agent endpoint. - * The endpoint resolves the backing agent version from `version_indicator` and - * enforces session ownership using the provided isolation key for session-mutating operations. - * - * @param agentName The name of the agent to create a session for. - * @param versionIndicator Determines which agent version backs the session. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent - * endpoint. Auto-generated if omitted. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an agent session providing a long-lived compute sandbox for hosted agent invocations. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator, - String userIsolationKey, String agentSessionId) { - // Generated convenience method for createSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - CreateSessionRequest createSessionRequestObj - = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId); - BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue() - .toObject(AgentSessionResource.class); - } - - /** - * Create a session - * - * Creates a new session for an agent endpoint. - * The endpoint resolves the backing agent version from `version_indicator` and - * enforces session ownership using the provided isolation key for session-mutating operations. - * - * @param agentName The name of the agent to create a session for. - * @param versionIndicator Determines which agent version backs the session. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an agent session providing a long-lived compute sandbox for hosted agent invocations. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator) { - // Generated convenience method for createSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator); - BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj); - return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue() - .toObject(AgentSessionResource.class); - } - - /** - * Get a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentSessionResource getSession(String agentName, String sessionId, String userIsolationKey) { - // Generated convenience method for getSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return getSessionWithResponse(agentName, sessionId, requestOptions).getValue() - .toObject(AgentSessionResource.class); - } - - /** - * Get a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return a session - * - * Retrieves the details of a hosted agent session by agent name and session identifier. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public AgentSessionResource getSession(String agentName, String sessionId) { - // Generated convenience method for getSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getSessionWithResponse(agentName, sessionId, requestOptions).getValue() - .toObject(AgentSessionResource.class); - } - - /** - * Delete a session - * - * Deletes a session synchronously. - * Returns 204 No Content when the session is deleted or does not exist. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public void deleteSession(String agentName, String sessionId, String userIsolationKey) { - // Generated convenience method for deleteSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue(); - } - - /** - * Delete a session - * - * Deletes a session synchronously. - * Returns 204 No Content when the session is deleted or does not exist. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public void deleteSession(String agentName, String sessionId) { - // Generated convenience method for deleteSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue(); - } - - /** - * Stop a session - * - * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds. - * - * @param agentName The name of the agent. - * @param sessionId The session identifier. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public void stopSession(String agentName, String sessionId) { - // Generated convenience method for stopSessionWithResponse - RequestOptions requestOptions = new RequestOptions(); - stopSessionWithResponse(agentName, sessionId, requestOptions).getValue(); - } - - /** - * List sessions for an agent - * - * Returns a paged collection of sessions associated with the specified agent endpoint. - * - * @param agentName The name of the agent. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the - * default is 20. - * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` - * for descending order. - * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list. - * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listSessions(String agentName, String userIsolationKey, Integer limit, - PageOrder order, String after, String before) { - // Generated convenience method for listSessions - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - if (limit != null) { - requestOptions.addQueryParam("limit", String.valueOf(limit), false); - } - if (order != null) { - requestOptions.addQueryParam("order", order.toString(), false); - } - if (after != null) { - requestOptions.addQueryParam("after", after, false); - } - if (before != null) { - requestOptions.addQueryParam("before", before, false); - } - return serviceClient.listSessions(agentName, requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class)); - } - - /** - * List sessions for an agent - * - * Returns a paged collection of sessions associated with the specified agent endpoint. - * - * @param agentName The name of the agent. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listSessions(String agentName) { - // Generated convenience method for listSessions - RequestOptions requestOptions = new RequestOptions(); - return serviceClient.listSessions(agentName, requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class)); - } - - /** - * Upload a session file - * - * Uploads binary file content to the specified path in the session sandbox. - * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The destination file path within the sandbox, relative to the session home directory. - * @param content The content parameter. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return response from uploading a file to a session sandbox. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path, - BinaryData content, String userIsolationKey) { - // Generated convenience method for uploadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue() - .toObject(SessionFileWriteResult.class); - } - - /** - * Upload a session file - * - * Uploads binary file content to the specified path in the session sandbox. - * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The destination file path within the sandbox, relative to the session home directory. - * @param content The content parameter. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return response from uploading a file to a session sandbox. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path, - BinaryData content) { - // Generated convenience method for uploadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue() - .toObject(SessionFileWriteResult.class); - } - - /** - * Download a session file - * - * Downloads the file at the specified sandbox path as a binary stream. - * The path is resolved relative to the session home directory. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file path to download from the sandbox, relative to the session home directory. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path, - String userIsolationKey) { - // Generated convenience method for downloadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); - } - - /** - * Download a session file - * - * Downloads the file at the specified sandbox path as a binary stream. - * The path is resolved relative to the session home directory. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file path to download from the sandbox, relative to the session home directory. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path) { - // Generated convenience method for downloadSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); - } - - /** - * List session files - * - * Returns files and directories at the specified path in the session sandbox. - * The response includes only the immediate children of the target directory and defaults to the session home - * directory when no path is supplied. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if - * not provided. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the - * default is 20. - * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` - * for descending order. - * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list. - * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listSessionFiles(String agentName, String agentSessionId, String path, - String userIsolationKey, Integer limit, PageOrder order, String after, String before) { - // Generated convenience method for listSessionFiles - RequestOptions requestOptions = new RequestOptions(); - if (path != null) { - requestOptions.addQueryParam("path", path, false); - } - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - if (limit != null) { - requestOptions.addQueryParam("limit", String.valueOf(limit), false); - } - if (order != null) { - requestOptions.addQueryParam("order", order.toString(), false); - } - if (after != null) { - requestOptions.addQueryParam("after", after, false); - } - if (before != null) { - requestOptions.addQueryParam("before", before, false); - } - return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class)); - } - - /** - * List session files - * - * Returns files and directories at the specified path in the session sandbox. - * The response includes only the immediate children of the target directory and defaults to the session home - * directory when no path is supplied. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listSessionFiles(String agentName, String agentSessionId) { - // Generated convenience method for listSessionFiles - RequestOptions requestOptions = new RequestOptions(); - return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class)); - } - - /** - * Delete a session file - * - * Deletes the specified file or directory from the session sandbox. - * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. - * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file or directory path to delete, relative to the session home directory. - * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is - * not specified by the caller. - * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses, - * conversations, sessions) to a specific end user. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive, - String userIsolationKey) { - // Generated convenience method for deleteSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (recursive != null) { - requestOptions.addQueryParam("recursive", String.valueOf(recursive), false); - } - if (userIsolationKey != null) { - requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey); - } - deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); - } - - /** - * Delete a session file - * - * Deletes the specified file or directory from the session sandbox. - * When `recursive` is false, deleting a non-empty directory returns 409 Conflict. + * created_at: long (Required) + * updated_at: long (Required) + * progress (Optional): { + * candidates_completed: int (Required) + * best_score: double (Required) + * elapsed_seconds: double (Required) + * } + * agent (Optional): { + * agent_name: String (Required) + * agent_version: String (Optional) + * } + * } + * } + * * - * @param agentName The name of the agent. - * @param agentSessionId The session ID. - * @param path The file or directory path to delete, relative to the session home directory. - * @throws IllegalArgumentException thrown if parameters fail the validation. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. + * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. */ @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public void deleteSessionFile(String agentName, String agentSessionId, String path) { - // Generated convenience method for deleteSessionFileWithResponse - RequestOptions requestOptions = new RequestOptions(); - deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue(); + @ServiceMethod(returns = ReturnType.COLLECTION) + public PagedIterable listOptimizationJobs(RequestOptions requestOptions) { + return this.serviceClient.listOptimizationJobs(requestOptions); } /** - * Create an agent optimization job + * Cancels an agent optimization job. * - * Creates an agent optimization job and returns the queued job. - * Honors `Operation-Id` for idempotent retry. + * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state. + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     *
* - * @param inputs The optimization job inputs. - * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job - * unconditionally. - * @throws IllegalArgumentException thrown if parameters fail the validation. + * @param jobId The ID of the job to cancel. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores. + * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public OptimizationJob createOptimizationJob(OptimizationJobInputs inputs, String operationId) { - // Generated convenience method for createOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (operationId != null) { - requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId); - } - return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions).getValue() - .toObject(OptimizationJob.class); + public Response cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { + return this.serviceClient.cancelOptimizationJobWithResponse(jobId, requestOptions); } /** - * Create an agent optimization job + * Deletes an agent optimization job. * - * Creates an agent optimization job and returns the queued job. - * Honors `Operation-Id` for idempotent retry. + * Delete the job and its candidate artifacts. Cancels first if non-terminal. * - * @param inputs The optimization job inputs. - * @throws IllegalArgumentException thrown if parameters fail the validation. + * @param jobId The ID of the job to delete. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return agent optimization job resource — a long-running job that optimizes an agent's configuration - * (instructions, model, skills, tools) to maximize evaluation scores. + * @return the {@link Response}. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public OptimizationJob createOptimizationJob(OptimizationJobInputs inputs) { - // Generated convenience method for createOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions).getValue() - .toObject(OptimizationJob.class); + public Response deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) { + return this.serviceClient.deleteOptimizationJobWithResponse(jobId, requestOptions); } /** - * Get an agent optimization job + * Get info about an agent optimization job. * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state. + * Get an optimization job by id. * * @param jobId The ID of the job. * @throws IllegalArgumentException thrown if parameters fail the validation. @@ -2816,10 +547,9 @@ public OptimizationJob createOptimizationJob(OptimizationJobInputs inputs) { * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an agent optimization job + * @return info about an agent optimization job. * - * Retrieves the specified agent optimization job. - * Returns 202 while the job is in progress and 200 after it reaches a terminal state. + * Get an optimization job by id. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) @@ -2830,9 +560,9 @@ public OptimizationJob getOptimizationJob(String jobId) { } /** - * List agent optimization jobs + * Returns a list of agent optimization jobs. * - * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters. + * List optimization jobs. Supports cursor pagination and optional status / agent_name filters. * * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the * default is 20. @@ -2856,7 +586,7 @@ public OptimizationJob getOptimizationJob(String jobId) { */ @Generated @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listOptimizationJobs(Integer limit, PageOrder order, String after, + public PagedIterable listOptimizationJobs(Integer limit, PageOrder order, String after, String before, JobStatus status, String agentName) { // Generated convenience method for listOptimizationJobs RequestOptions requestOptions = new RequestOptions(); @@ -2879,13 +609,13 @@ public PagedIterable listOptimizationJobs(Integer limit, PageOr requestOptions.addQueryParam("agent_name", agentName, false); } return serviceClient.listOptimizationJobs(requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJob.class)); + .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJobListItem.class)); } /** - * List agent optimization jobs + * Returns a list of agent optimization jobs. * - * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters. + * List optimization jobs. Supports cursor pagination and optional status / agent_name filters. * * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. @@ -2896,18 +626,17 @@ public PagedIterable listOptimizationJobs(Integer limit, PageOr */ @Generated @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listOptimizationJobs() { + public PagedIterable listOptimizationJobs() { // Generated convenience method for listOptimizationJobs RequestOptions requestOptions = new RequestOptions(); return serviceClient.listOptimizationJobs(requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJob.class)); + .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJobListItem.class)); } /** - * Cancel an agent optimization job + * Cancels an agent optimization job. * - * Requests cancellation of the specified agent optimization job. - * The operation remains idempotent after the job reaches a terminal state. + * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state. * * @param jobId The ID of the job to cancel. * @throws IllegalArgumentException thrown if parameters fail the validation. @@ -2928,36 +657,9 @@ public OptimizationJob cancelOptimizationJob(String jobId) { } /** - * Delete an agent optimization job - * - * Deletes the specified agent optimization job and its candidate artifacts. - * Cancels the job first when it is still in a non-terminal state. - * - * @param jobId The ID of the job to delete. - * @param force When true, force-delete even if the job is in a non-terminal state. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public void deleteOptimizationJob(String jobId, Boolean force) { - // Generated convenience method for deleteOptimizationJobWithResponse - RequestOptions requestOptions = new RequestOptions(); - if (force != null) { - requestOptions.addQueryParam("force", String.valueOf(force), false); - } - deleteOptimizationJobWithResponse(jobId, requestOptions).getValue(); - } - - /** - * Delete an agent optimization job + * Deletes an agent optimization job. * - * Deletes the specified agent optimization job and its candidate artifacts. - * Cancels the job first when it is still in a non-terminal state. + * Delete the job and its candidate artifacts. Cancels first if non-terminal. * * @param jobId The ID of the job to delete. * @throws IllegalArgumentException thrown if parameters fail the validation. @@ -2976,237 +678,55 @@ public void deleteOptimizationJob(String jobId) { } /** - * List optimization job candidates - * - * Returns the candidates produced by the specified optimization job. - * - * @param jobId The optimization job id. - * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the - * default is 20. - * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc` - * for descending order. - * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list. - * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listOptimizationCandidates(String jobId, Integer limit, PageOrder order, - String after, String before) { - // Generated convenience method for listOptimizationCandidates - RequestOptions requestOptions = new RequestOptions(); - if (limit != null) { - requestOptions.addQueryParam("limit", String.valueOf(limit), false); - } - if (order != null) { - requestOptions.addQueryParam("order", order.toString(), false); - } - if (after != null) { - requestOptions.addQueryParam("after", after, false); - } - if (before != null) { - requestOptions.addQueryParam("before", before, false); - } - return serviceClient.listOptimizationCandidates(jobId, requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationCandidate.class)); - } - - /** - * List optimization job candidates - * - * Returns the candidates produced by the specified optimization job. - * - * @param jobId The optimization job id. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return the response data for a requested list of items as paginated response with {@link PagedIterable}. - */ - @Generated - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedIterable listOptimizationCandidates(String jobId) { - // Generated convenience method for listOptimizationCandidates - RequestOptions requestOptions = new RequestOptions(); - return serviceClient.listOptimizationCandidates(jobId, requestOptions) - .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationCandidate.class)); - } - - /** - * Get an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate. - * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an optimization candidate - * - * Retrieves metadata, manifest information, and promotion details for the specified candidate. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public CandidateMetadata getOptimizationCandidate(String jobId, String candidateId) { - // Generated convenience method for getOptimizationCandidateWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateWithResponse(jobId, candidateId, requestOptions).getValue() - .toObject(CandidateMetadata.class); - } - - /** - * Get an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests. - * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an optimization candidate config - * - * Retrieves the deploy configuration JSON for the specified candidate. - * Clients can use it to compose `agents.create_version(...)` requests. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public CandidateDeployConfig getOptimizationCandidateConfig(String jobId, String candidateId) { - // Generated convenience method for getOptimizationCandidateConfigWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateConfigWithResponse(jobId, candidateId, requestOptions).getValue() - .toObject(CandidateDeployConfig.class); - } - - /** - * Get optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate. - * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @throws IllegalArgumentException thrown if parameters fail the validation. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return optimization candidate results - * - * Retrieves full per-task evaluation results for the specified candidate. - */ - @Generated - @ServiceMethod(returns = ReturnType.SINGLE) - public CandidateResults getOptimizationCandidateResults(String jobId, String candidateId) { - // Generated convenience method for getOptimizationCandidateResultsWithResponse - RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateResultsWithResponse(jobId, candidateId, requestOptions).getValue() - .toObject(CandidateResults.class); - } - - /** - * Get an optimization candidate file + * Creates an agent optimization job. * - * Streams the specified file from the candidate's blob directory. + * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry. * - * @param jobId The optimization job id. - * @param candidateId The candidate id. - * @param path Relative path of the file to download (e.g. 'files/examples.jsonl'). + * @param job The job to create. + * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job + * unconditionally. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return an optimization candidate file - * - * Streams the specified file from the candidate's blob directory. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public BinaryData getOptimizationCandidateFile(String jobId, String candidateId, String path) { - // Generated convenience method for getOptimizationCandidateFileWithResponse + public OptimizationJob createOptimizationJob(OptimizationJob job, String operationId) { + // Generated convenience method for createOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return getOptimizationCandidateFileWithResponse(jobId, candidateId, path, requestOptions).getValue(); + if (operationId != null) { + requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId); + } + return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).getValue() + .toObject(OptimizationJob.class); } /** - * Promote an optimization candidate + * Creates an agent optimization job. * - * Promotes the specified candidate and records the deployment timestamp and target agent version. + * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry. * - * @param jobId The optimization job id. - * @param candidateId The candidate id to promote. - * @param candidateRequest Promotion details. + * @param job The job to create. * @throws IllegalArgumentException thrown if parameters fail the validation. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent. - * @return response after successfully promoting a candidate. + * @return agent optimization job resource — a long-running job that optimizes an agent's configuration + * (instructions, model, skills, tools) to maximize evaluation scores. */ @Generated @ServiceMethod(returns = ReturnType.SINGLE) - public PromoteCandidateResult promoteOptimizationCandidate(String jobId, String candidateId, - PromoteCandidateInput candidateRequest) { - // Generated convenience method for promoteOptimizationCandidateWithResponse - RequestOptions requestOptions = new RequestOptions(); - return promoteOptimizationCandidateWithResponse(jobId, candidateId, BinaryData.fromObject(candidateRequest), - requestOptions).getValue().toObject(PromoteCandidateResult.class); - } - - /** - * Streams console logs (stdout / stderr) for a specific hosted agent session as typed - * {@link SessionLogEvent} values. - * - * @param agentName The name of the hosted agent. - * @param agentVersion The version of the agent. - * @param sessionId The session ID (maps to an ADC sandbox). - * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. - */ - @ServiceMethod(returns = ReturnType.COLLECTION) - public IterableStream getSessionLogStream(String agentName, String agentVersion, - String sessionId) { + public OptimizationJob createOptimizationJob(OptimizationJob job) { + // Generated convenience method for createOptimizationJobWithResponse RequestOptions requestOptions = new RequestOptions(); - return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions); - } - - /** - * Streams console logs (stdout / stderr) for a specific hosted agent session as typed - * {@link SessionLogEvent} values. - * - * @param agentName The name of the hosted agent. - * @param agentVersion The version of the agent. - * @param sessionId The session ID (maps to an ADC sandbox). - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream. - */ - @ServiceMethod(returns = ReturnType.COLLECTION) - public IterableStream getSessionLogStream(String agentName, String agentVersion, String sessionId, - RequestOptions requestOptions) { - return new IterableStream<>(SessionLogStreamHelper - .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions).getValue() - .toFluxByteBuffer())); + return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).getValue() + .toObject(OptimizationJob.class); } } diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java similarity index 94% rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesAsyncClient.java rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java index 7b4b2626bb82..4fbf728e4a06 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesAsyncClient.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java @@ -3,7 +3,7 @@ // Code generated by Microsoft (R) TypeSpec Code Generator. package com.azure.ai.agents; -import com.azure.ai.agents.implementation.BetaToolboxesImpl; +import com.azure.ai.agents.implementation.ToolboxesImpl; import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest; import com.azure.ai.agents.implementation.models.UpdateToolboxRequest; import com.azure.ai.agents.models.PageOrder; @@ -37,18 +37,18 @@ * Initializes a new instance of the asynchronous AgentsClient type. */ @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true) -public final class BetaToolboxesAsyncClient { +public final class ToolboxesAsyncClient { @Generated - private final BetaToolboxesImpl serviceClient; + private final ToolboxesImpl serviceClient; /** - * Initializes an instance of BetaToolboxesAsyncClient class. + * Initializes an instance of ToolboxesAsyncClient class. * * @param serviceClient the service client implementation. */ @Generated - BetaToolboxesAsyncClient(BetaToolboxesImpl serviceClient) { + ToolboxesAsyncClient(ToolboxesImpl serviceClient) { this.serviceClient = serviceClient; } @@ -67,7 +67,7 @@ public final class BetaToolboxesAsyncClient { * } * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ @@ -99,7 +99,7 @@ public final class BetaToolboxesAsyncClient { * created_at: long (Required) * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ @@ -252,7 +252,7 @@ public PagedFlux listToolboxes(RequestOptions requestOptions) { * created_at: long (Required) * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ @@ -302,7 +302,7 @@ public PagedFlux listToolboxVersions(String name, RequestOptions req * created_at: long (Required) * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java similarity index 93% rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesClient.java rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java index b39644bb03e6..e87de0fa7abe 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesClient.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java @@ -3,7 +3,7 @@ // Code generated by Microsoft (R) TypeSpec Code Generator. package com.azure.ai.agents; -import com.azure.ai.agents.implementation.BetaToolboxesImpl; +import com.azure.ai.agents.implementation.ToolboxesImpl; import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest; import com.azure.ai.agents.implementation.models.UpdateToolboxRequest; import com.azure.ai.agents.models.PageOrder; @@ -31,18 +31,18 @@ * Initializes a new instance of the synchronous AgentsClient type. */ @ServiceClient(builder = AgentsClientBuilder.class) -public final class BetaToolboxesClient { +public final class ToolboxesClient { @Generated - private final BetaToolboxesImpl serviceClient; + private final ToolboxesImpl serviceClient; /** - * Initializes an instance of BetaToolboxesClient class. + * Initializes an instance of ToolboxesClient class. * * @param serviceClient the service client implementation. */ @Generated - BetaToolboxesClient(BetaToolboxesImpl serviceClient) { + ToolboxesClient(ToolboxesImpl serviceClient) { this.serviceClient = serviceClient; } @@ -61,7 +61,7 @@ public final class BetaToolboxesClient { * } * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ @@ -93,7 +93,7 @@ public final class BetaToolboxesClient { * created_at: long (Required) * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ @@ -244,7 +244,7 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) { * created_at: long (Required) * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ @@ -294,7 +294,7 @@ public PagedIterable listToolboxVersions(String name, RequestOptions * created_at: long (Required) * tools (Required): [ * (Required){ - * type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) + * type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required) * } * ] * skills (Optional): [ diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java index cf6389f143fc..d5d107362708 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java @@ -94,20 +94,6 @@ public BetaMemoryStoresImpl getBetaMemoryStores() { return this.betaMemoryStores; } - /** - * The BetaToolboxesImpl object to access its operations. - */ - private final BetaToolboxesImpl betaToolboxes; - - /** - * Gets the BetaToolboxesImpl object to access its operations. - * - * @return the BetaToolboxesImpl object. - */ - public BetaToolboxesImpl getBetaToolboxes() { - return this.betaToolboxes; - } - /** * The BetaAgentsImpl object to access its operations. */ @@ -136,6 +122,20 @@ public AgentsImpl getAgents() { return this.agents; } + /** + * The ToolboxesImpl object to access its operations. + */ + private final ToolboxesImpl toolboxes; + + /** + * Gets the ToolboxesImpl object to access its operations. + * + * @return the ToolboxesImpl object. + */ + public ToolboxesImpl getToolboxes() { + return this.toolboxes; + } + /** * Initializes an instance of AgentsClient client. * @@ -185,8 +185,8 @@ public AgentsClientImpl(HttpPipeline httpPipeline, SerializerAdapter serializerA this.endpoint = endpoint; this.serviceVersion = serviceVersion; this.betaMemoryStores = new BetaMemoryStoresImpl(this); - this.betaToolboxes = new BetaToolboxesImpl(this); this.betaAgents = new BetaAgentsImpl(this); this.agents = new AgentsImpl(this); + this.toolboxes = new ToolboxesImpl(this); } } diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java index df20978d9abb..a7c5c7d0b842 100644 --- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java +++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java @@ -12,8 +12,10 @@ import com.azure.core.annotation.HeaderParam; import com.azure.core.annotation.Host; import com.azure.core.annotation.HostParam; +import com.azure.core.annotation.Patch; import com.azure.core.annotation.PathParam; import com.azure.core.annotation.Post; +import com.azure.core.annotation.Put; import com.azure.core.annotation.QueryParam; import com.azure.core.annotation.ReturnType; import com.azure.core.annotation.ServiceInterface; @@ -120,6 +122,32 @@ Response createAgentSync(@HostParam("endpoint") String endpoint, @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData createAgentRequest, RequestOptions requestOptions, Context context); + // @Multipart not supported by RestProxy + @Post("/agents") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> createAgentFromCode(@HostParam("endpoint") String endpoint, + @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName, + @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content, + RequestOptions requestOptions, Context context); + + // @Multipart not supported by RestProxy + @Post("/agents") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response createAgentFromCodeSync(@HostParam("endpoint") String endpoint, + @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName, + @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content, + RequestOptions requestOptions, Context context); + @Post("/agents/{agent_name}") @ExpectedResponses({ 200 }) @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) @@ -144,6 +172,32 @@ Response updateAgentSync(@HostParam("endpoint") String endpoint, @BodyParam("application/json") BinaryData updateAgentRequest, RequestOptions requestOptions, Context context); + // @Multipart not supported by RestProxy + @Post("/agents/{agent_name}") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> updateAgentFromCode(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType, + @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content, + RequestOptions requestOptions, Context context); + + // @Multipart not supported by RestProxy + @Post("/agents/{agent_name}") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response updateAgentFromCodeSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType, + @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content, + RequestOptions requestOptions, Context context); + @Post("/agents:import") @ExpectedResponses({ 200 }) @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) @@ -344,6 +398,294 @@ Response listAgentVersionsSync(@HostParam("endpoint") String endpoin @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + @Patch("/agents/{agent_name}") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> updateAgentDetails(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest, + RequestOptions requestOptions, Context context); + + @Patch("/agents/{agent_name}") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response updateAgentDetailsSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest, + RequestOptions requestOptions, Context context); + + // @Multipart not supported by RestProxy + @Post("/agents/{agent_name}/versions") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> createAgentVersionFromCode(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType, + @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content, + RequestOptions requestOptions, Context context); + + // @Multipart not supported by RestProxy + @Post("/agents/{agent_name}/versions") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response createAgentVersionFromCodeSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType, + @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content, + RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/code:download") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> downloadAgentCode(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/code:download") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response downloadAgentCodeSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Post("/agents/{agent_name}/endpoint/sessions") + @ExpectedResponses({ 201 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> createSession(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, + @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept, + @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions, + Context context); + + @Post("/agents/{agent_name}/endpoint/sessions") + @ExpectedResponses({ 201 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response createSessionSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, + @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept, + @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions, + Context context); + + @Get("/agents/{agent_name}/endpoint/sessions/{session_id}") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> getSession(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions/{session_id}") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response getSessionSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + RequestOptions requestOptions, Context context); + + @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}") + @ExpectedResponses({ 204 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> deleteSession(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId, + @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context); + + @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}") + @ExpectedResponses({ 204 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response deleteSessionSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId, + @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context); + + @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop") + @ExpectedResponses({ 204 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> stopSession(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId, + @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context); + + @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop") + @ExpectedResponses({ 204 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response stopSessionSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId, + @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> listSessions(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response listSessionsSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> getSessionLogStream(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion, + @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response getSessionLogStreamSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion, + @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content") + @ExpectedResponses({ 201 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> uploadSessionFile(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context); + + @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content") + @ExpectedResponses({ 201 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response uploadSessionFileSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> downloadSessionFile(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("path") String path, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response downloadSessionFileSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("path") String path, @QueryParam("api-version") String apiVersion, + @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> listSessionFiles(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + RequestOptions requestOptions, Context context); + + @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files") + @ExpectedResponses({ 200 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response listSessionFilesSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept, + RequestOptions requestOptions, Context context); + + @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files") + @ExpectedResponses({ 204 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Mono> deleteSessionFile(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("path") String path, @QueryParam("api-version") String apiVersion, + RequestOptions requestOptions, Context context); + + @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files") + @ExpectedResponses({ 204 }) + @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) + @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 }) + @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 }) + @UnexpectedResponseExceptionType(HttpResponseException.class) + Response deleteSessionFileSync(@HostParam("endpoint") String endpoint, + @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId, + @QueryParam("path") String path, @QueryParam("api-version") String apiVersion, + RequestOptions requestOptions, Context context); + @Get("/openai/v1/conversations") @ExpectedResponses({ 200 }) @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 }) @@ -881,32 +1223,14 @@ public Response createAgentWithResponse(BinaryData createAgentReques } /** - * Update an agent - * - * Updates the agent by adding a new version if there are any changes to the agent definition. - * If no changes, returns the existing agent version. - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     * }
-     * }
-     *
+ * Create a new code-based agent * + * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. + * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. + * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. *

Response Body Schema

* * 
@@ -986,8 +1310,11 @@ public Response createAgentWithResponse(BinaryData createAgentReques
      * }
      *
* - * @param agentName The name of the agent to retrieve. - * @param updateAgentRequest The updateAgentRequest parameter. + * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, + * hyphens allowed in the middle. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. @@ -996,42 +1323,24 @@ public Response createAgentWithResponse(BinaryData createAgentReques * @return the response body along with {@link Response} on successful completion of {@link Mono}. */ @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> updateAgentWithResponseAsync(String agentName, BinaryData updateAgentRequest, - RequestOptions requestOptions) { - final String contentType = "application/json"; + public Mono> createAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + final String contentType = "multipart/form-data"; final String accept = "application/json"; - return FluxUtil.withContext(context -> service.updateAgent(this.client.getEndpoint(), agentName, - this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions, - context)); + return FluxUtil + .withContext(context -> service.createAgentFromCode(this.client.getEndpoint(), contentType, agentName, + codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context)); } /** - * Update an agent - * - * Updates the agent by adding a new version if there are any changes to the agent definition. - * If no changes, returns the existing agent version. - *

Request Body Schema

- * - * 
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     * }
-     * }
-     *
+ * Create a new code-based agent * + * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call. + * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path. + * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. *

Response Body Schema

* * 
@@ -1111,8 +1420,11 @@ public Mono> updateAgentWithResponseAsync(String agentName,
      * }
      *
* - * @param agentName The name of the agent to retrieve. - * @param updateAgentRequest The updateAgentRequest parameter. + * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric, + * hyphens allowed in the middle. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. @@ -1121,32 +1433,36 @@ public Mono> updateAgentWithResponseAsync(String agentName, * @return the response body along with {@link Response}. */ @ServiceMethod(returns = ReturnType.SINGLE) - public Response updateAgentWithResponse(String agentName, BinaryData updateAgentRequest, - RequestOptions requestOptions) { - final String contentType = "application/json"; + public Response createAgentFromCodeWithResponse(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + final String contentType = "multipart/form-data"; final String accept = "application/json"; - return service.updateAgentSync(this.client.getEndpoint(), agentName, - this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions, - Context.NONE); + return service.createAgentFromCodeSync(this.client.getEndpoint(), contentType, agentName, codeZipSha256, + this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE); } /** - * Create an agent from a manifest + * Update an agent * - * Imports the provided manifest to create an agent and returns the created resource. + * Updates the agent by adding a new version if there are any changes to the agent definition. + * If no changes, returns the existing agent version. *

Request Body Schema

* * 
      * {@code
      * {
-     *     name: String (Required)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
      *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
      * }
      * }
@@ -1231,7 +1547,8 @@ public Response updateAgentWithResponse(String agentName, BinaryData
      * }
      *
* - * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter. + * @param agentName The name of the agent to retrieve. + * @param updateAgentRequest The updateAgentRequest parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. @@ -1240,32 +1557,37 @@ public Response updateAgentWithResponse(String agentName, BinaryData * @return the response body along with {@link Response} on successful completion of {@link Mono}. */ @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> createAgentFromManifestWithResponseAsync( - BinaryData createAgentFromManifestRequest, RequestOptions requestOptions) { + public Mono> updateAgentWithResponseAsync(String agentName, BinaryData updateAgentRequest, + RequestOptions requestOptions) { final String contentType = "application/json"; final String accept = "application/json"; - return FluxUtil.withContext(context -> service.createAgentFromManifest(this.client.getEndpoint(), - this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest, - requestOptions, context)); + return FluxUtil.withContext(context -> service.updateAgent(this.client.getEndpoint(), agentName, + this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions, + context)); } /** - * Create an agent from a manifest + * Update an agent * - * Imports the provided manifest to create an agent and returns the created resource. + * Updates the agent by adding a new version if there are any changes to the agent definition. + * If no changes, returns the existing agent version. *

Request Body Schema

* * 
      * {@code
      * {
-     *     name: String (Required)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
      *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
      * }
      * }
@@ -1350,7 +1672,8 @@ public Mono> createAgentFromManifestWithResponseAsync(
      * }
      *
* - * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter. + * @param agentName The name of the agent to retrieve. + * @param updateAgentRequest The updateAgentRequest parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. @@ -1359,37 +1682,134 @@ public Mono> createAgentFromManifestWithResponseAsync( * @return the response body along with {@link Response}. */ @ServiceMethod(returns = ReturnType.SINGLE) - public Response createAgentFromManifestWithResponse(BinaryData createAgentFromManifestRequest, + public Response updateAgentWithResponse(String agentName, BinaryData updateAgentRequest, RequestOptions requestOptions) { final String contentType = "application/json"; final String accept = "application/json"; - return service.createAgentFromManifestSync(this.client.getEndpoint(), - this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest, - requestOptions, Context.NONE); + return service.updateAgentSync(this.client.getEndpoint(), agentName, + this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions, + Context.NONE); } /** - * Update an agent from a manifest + * Update a code-based agent * - * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition. - * If no changes, returns the existing agent version. - *

Request Body Schema

+ * Updates a code-based agent by uploading new code and creating a new version. + * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. + *

Response Body Schema

* * 
      * {@code
      * {
-     *     metadata (Optional): {
-     *         String: String (Required)
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
      *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
      *     }
      * }
      * }
      *
* + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. + */ + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> updateAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + final String contentType = "multipart/form-data"; + final String accept = "application/json"; + return FluxUtil + .withContext(context -> service.updateAgentFromCode(this.client.getEndpoint(), agentName, contentType, + codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context)); + } + + /** + * Update a code-based agent + * + * Updates a code-based agent by uploading new code and creating a new version. + * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version. + * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is + * irrelevant). + * Maximum upload size is 250 MB. *

Response Body Schema

* * 
@@ -1469,35 +1889,39 @@ public Response createAgentFromManifestWithResponse(BinaryData creat
      * }
      *
* - * @param agentName The name of the agent to update. - * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter. + * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent. + * - Must start and end with alphanumeric characters, + * - Can contain hyphens in the middle + * - Must not exceed 63 characters. + * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity + * verification. + * @param content The content parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response} on successful completion of {@link Mono}. + * @return the response body along with {@link Response}. */ @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> updateAgentFromManifestWithResponseAsync(String agentName, - BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) { - final String contentType = "application/json"; + public Response updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, + BinaryData content, RequestOptions requestOptions) { + final String contentType = "multipart/form-data"; final String accept = "application/json"; - return FluxUtil.withContext(context -> service.updateAgentFromManifest(this.client.getEndpoint(), agentName, - this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest, - requestOptions, context)); + return service.updateAgentFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256, + this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE); } /** - * Update an agent from a manifest + * Create an agent from a manifest * - * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition. - * If no changes, returns the existing agent version. + * Imports the provided manifest to create an agent and returns the created resource. *

Request Body Schema

* * 
      * {@code
      * {
+     *     name: String (Required)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -1589,136 +2013,46 @@ public Mono> updateAgentFromManifestWithResponseAsync(Strin
      * }
      *
* - * @param agentName The name of the agent to update. - * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter. + * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response body along with {@link Response}. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. */ @ServiceMethod(returns = ReturnType.SINGLE) - public Response updateAgentFromManifestWithResponse(String agentName, - BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) { + public Mono> createAgentFromManifestWithResponseAsync( + BinaryData createAgentFromManifestRequest, RequestOptions requestOptions) { final String contentType = "application/json"; final String accept = "application/json"; - return service.updateAgentFromManifestSync(this.client.getEndpoint(), agentName, - this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest, - requestOptions, Context.NONE); + return FluxUtil.withContext(context -> service.createAgentFromManifest(this.client.getEndpoint(), + this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest, + requestOptions, context)); } /** - * Delete an agent + * Create an agent from a manifest * - * Deletes an agent. For hosted agents, if any version has active sessions, the request - * is rejected with HTTP 409 unless `force` is set to true. When force is true, all - * associated sessions are cascade-deleted along with the agent and its versions. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the agent even if - * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false` - * if a value is not specified by the caller. This value is not relevant for other Agent types.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

+ * Imports the provided manifest to create an agent and returns the created resource. + *

Request Body Schema

* * 
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     name: String (Required)
-     *     deleted: boolean (Required)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
      * }
      * }
      *
* - * @param agentName The name of the agent to delete. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return a deleted agent Object along with {@link Response} on successful completion of {@link Mono}. - */ - @ServiceMethod(returns = ReturnType.SINGLE) - public Mono> internalDeleteAgentWithResponseAsync(String agentName, - RequestOptions requestOptions) { - final String accept = "application/json"; - return FluxUtil.withContext(context -> service.internalDeleteAgent(this.client.getEndpoint(), agentName, - this.client.getServiceVersion().getVersion(), accept, requestOptions, context)); - } - - /** - * Delete an agent - * - * Deletes an agent. For hosted agents, if any version has active sessions, the request - * is rejected with HTTP 409 unless `force` is set to true. When force is true, all - * associated sessions are cascade-deleted along with the agent and its versions. - *

Query Parameters

- * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the agent even if - * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false` - * if a value is not specified by the caller. This value is not relevant for other Agent types.
- * You can add these to a request with {@link RequestOptions#addQueryParam} - *

Response Body Schema

- * - * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     name: String (Required)
-     *     deleted: boolean (Required)
-     * }
-     * }
-     *
- * - * @param agentName The name of the agent to delete. - * @param requestOptions The options to configure the HTTP request before HTTP client sends it. - * @throws HttpResponseException thrown if the request is rejected by server. - * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. - * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. - * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return a deleted agent Object along with {@link Response}. - */ - @ServiceMethod(returns = ReturnType.SINGLE) - public Response internalDeleteAgentWithResponse(String agentName, RequestOptions requestOptions) { - final String accept = "application/json"; - return service.internalDeleteAgentSync(this.client.getEndpoint(), agentName, - this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE); - } - - /** - * List agents - * - * Returns a paged collection of agent resources. - *

Query Parameters

- * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned. - * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} *

Response Body Schema

* * 
@@ -1798,50 +2132,46 @@ public Response internalDeleteAgentWithResponse(String agentName, Re
      * }
      *
* + * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion - * of {@link Mono}. + * @return the response body along with {@link Response}. */ @ServiceMethod(returns = ReturnType.SINGLE) - private Mono> listAgentsSinglePageAsync(RequestOptions requestOptions) { + public Response createAgentFromManifestWithResponse(BinaryData createAgentFromManifestRequest, + RequestOptions requestOptions) { + final String contentType = "application/json"; final String accept = "application/json"; - return FluxUtil - .withContext(context -> service.listAgents(this.client.getEndpoint(), - this.client.getServiceVersion().getVersion(), accept, requestOptions, context)) - .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(), - getValues(res.getValue(), "data"), null, null)); + return service.createAgentFromManifestSync(this.client.getEndpoint(), + this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest, + requestOptions, Context.NONE); } /** - * List agents + * Update an agent from a manifest + * + * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition. + * If no changes, returns the existing agent version. + *

Request Body Schema

+ * + * 
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     *
* - * Returns a paged collection of agent resources. - *

Query Parameters

- * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned. - * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} *

Response Body Schema

* * 
@@ -1921,44 +2251,47 @@ private Mono> listAgentsSinglePageAsync(RequestOptions
      * }
      *
* + * @param agentName The name of the agent to update. + * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items as paginated response with {@link PagedFlux}. + * @return the response body along with {@link Response} on successful completion of {@link Mono}. */ - @ServiceMethod(returns = ReturnType.COLLECTION) - public PagedFlux listAgentsAsync(RequestOptions requestOptions) { - return new PagedFlux<>(() -> listAgentsSinglePageAsync(requestOptions)); + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> updateAgentFromManifestWithResponseAsync(String agentName, + BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) { + final String contentType = "application/json"; + final String accept = "application/json"; + return FluxUtil.withContext(context -> service.updateAgentFromManifest(this.client.getEndpoint(), agentName, + this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest, + requestOptions, context)); } /** - * List agents + * Update an agent from a manifest + * + * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition. + * If no changes, returns the existing agent version. + *

Request Body Schema

+ * + * 
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     *
* - * Returns a paged collection of agent resources. - *

Query Parameters

- * - * - * - * - * - * - * - * - *
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned. - * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
- * You can add these to a request with {@link RequestOptions#addQueryParam} *

Response Body Schema

* * 
@@ -2038,46 +2371,38 @@ public PagedFlux listAgentsAsync(RequestOptions requestOptions) {
      * }
      *
* + * @param agentName The name of the agent to update. + * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter. * @param requestOptions The options to configure the HTTP request before HTTP client sends it. * @throws HttpResponseException thrown if the request is rejected by server. * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. - * @return the response data for a requested list of items along with {@link PagedResponse}. + * @return the response body along with {@link Response}. */ @ServiceMethod(returns = ReturnType.SINGLE) - private PagedResponse listAgentsSinglePage(RequestOptions requestOptions) { + public Response updateAgentFromManifestWithResponse(String agentName, + BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) { + final String contentType = "application/json"; final String accept = "application/json"; - Response res = service.listAgentsSync(this.client.getEndpoint(), - this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE); - return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(), - getValues(res.getValue(), "data"), null, null); + return service.updateAgentFromManifestSync(this.client.getEndpoint(), agentName, + this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest, + requestOptions, Context.NONE); } /** - * List agents + * Delete an agent * - * Returns a paged collection of agent resources. + * Deletes an agent. For hosted agents, if any version has active sessions, the request + * is rejected with HTTP 409 unless `force` is set to true. When force is true, all + * associated sessions are cascade-deleted along with the agent and its versions. *

Query Parameters

* * * - * - * - * - * - * + * *
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned. - * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range - * between 1 and 100, and the - * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` - * for ascending order and`desc` - * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that - * defines your place in the list. - * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your - * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the agent even if + * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false` + * if a value is not specified by the caller. This value is not relevant for other Agent types.
* You can add these to a request with {@link RequestOptions#addQueryParam} *

Response Body Schema

@@ -2086,30 +2411,126 @@ private PagedResponse listAgentsSinglePage(RequestOptions requestOpt * {@code * { * object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required) - * id: String (Required) * name: String (Required) - * versions (Required): { - * latest (Required): { - * metadata (Required): { - * String: String (Required) - * } - * object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required) - * id: String (Required) - * name: String (Required) - * version: String (Required) - * description: String (Optional) - * created_at: long (Required) - * definition (Required): { - * kind: String(prompt/hosted/workflow/external) (Required) - * rai_config (Optional): { - * rai_policy_name: String (Required) - * } - * } - * status: String(creating/active/failed/deleting/deleted) (Optional) - * instance_identity (Optional): { - * principal_id: String (Required) - * client_id: String (Required) - * } + * deleted: boolean (Required) + * } + * } + * + * + * @param agentName The name of the agent to delete. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return a deleted agent Object along with {@link Response} on successful completion of {@link Mono}. + */ + @ServiceMethod(returns = ReturnType.SINGLE) + public Mono> internalDeleteAgentWithResponseAsync(String agentName, + RequestOptions requestOptions) { + final String accept = "application/json"; + return FluxUtil.withContext(context -> service.internalDeleteAgent(this.client.getEndpoint(), agentName, + this.client.getServiceVersion().getVersion(), accept, requestOptions, context)); + } + + /** + * Delete an agent + * + * Deletes an agent. For hosted agents, if any version has active sessions, the request + * is rejected with HTTP 409 unless `force` is set to true. When force is true, all + * associated sessions are cascade-deleted along with the agent and its versions. + *

Query Parameters

+ * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the agent even if + * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false` + * if a value is not specified by the caller. This value is not relevant for other Agent types.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     name: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     *
+ * + * @param agentName The name of the agent to delete. + * @param requestOptions The options to configure the HTTP request before HTTP client sends it. + * @throws HttpResponseException thrown if the request is rejected by server. + * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401. + * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404. + * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409. + * @return a deleted agent Object along with {@link Response}. + */ + @ServiceMethod(returns = ReturnType.SINGLE) + public Response internalDeleteAgentWithResponse(String agentName, RequestOptions requestOptions) { + final String accept = "application/json"; + return service.internalDeleteAgentSync(this.client.getEndpoint(), agentName, + this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE); + } + + /** + * List agents + * + * Returns a paged collection of agent resources. + *

Query Parameters

+ * + * + * + * + * + * + * + * + *
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned. + * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range + * between 1 and 100, and the + * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc` + * for ascending order and`desc` + * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that + * defines your place in the list. + * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your + * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+ * You can add these to a request with {@link RequestOptions#addQueryParam} + *

Response Body Schema

+ * + * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
      *             blueprint (Optional): (recursive schema, see blueprint above)
      *             blueprint_reference (Optional): {
      *                 type: String(ManagedAgentIdentityBlueprint) (Required)
@@ -2164,93 +2585,372 @@ private PagedResponse listAgentsSinglePage(RequestOptions requestOpt
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
      */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listAgents(RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listAgentsSinglePage(requestOptions));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono> listAgentsSinglePageAsync(RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listAgents(this.client.getEndpoint(),
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
     }
 
     /**
-     * Create an agent version
+     * List agents
      * 
-     * Creates a new version for the specified agent and returns the created version resource.
-     * 
Request Body Schema

+     * Returns a paged collection of agent resources.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Optional): {
-     *         String: String (Required)
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
      *     }
-     *     description: String (Optional)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
      *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
      *     }
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
      *     }
      * }
      * }
      * 

      * 
-     * 
Response Body Schema

+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listAgentsAsync(RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listAgentsSinglePageAsync(requestOptions));
+    }
+
+    /**
+     * List agents
      * 
-     * 
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
+     * Returns a paged collection of agent resources.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
      *         }
      *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
      *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
      *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
      *     }
-     *     agent_guid: String (Optional)
      * }
      * }
      * 

      * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param createAgentVersionRequest The createAgentVersionRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> createAgentVersionWithResponseAsync(String agentName,
-        BinaryData createAgentVersionRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
+    private PagedResponse listAgentsSinglePage(RequestOptions requestOptions) {
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createAgentVersion(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
-            requestOptions, context));
+        Response res = service.listAgentsSync(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
+    }
+
+    /**
+     * List agents
+     * 
+     * Returns a paged collection of agent resources.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
kindStringNoFilter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listAgents(RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listAgentsSinglePage(requestOptions));
     }
 
     /**
@@ -2323,385 +3023,2174 @@ public Mono> createAgentVersionWithResponseAsync(String age
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> createAgentVersionWithResponseAsync(String agentName,
+        BinaryData createAgentVersionRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.createAgentVersion(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
+            requestOptions, context));
+    }
+
+    /**
+     * Create an agent version
+     * 
+     * Creates a new version for the specified agent and returns the created version resource.
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param createAgentVersionRequest The createAgentVersionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response createAgentVersionWithResponse(String agentName, BinaryData createAgentVersionRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createAgentVersionSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
+            requestOptions, Context.NONE);
+    }
+
+    /**
+     * Create an agent version from manifest
+     * 
+     * Imports the provided manifest to create a new version for the specified agent.
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> createAgentVersionFromManifestWithResponseAsync(String agentName,
+        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.createAgentVersionFromManifest(this.client.getEndpoint(),
+            agentName, this.client.getServiceVersion().getVersion(), contentType, accept,
+            createAgentVersionFromManifestRequest, requestOptions, context));
+    }
+
+    /**
+     * Create an agent version from manifest
+     * 
+     * Imports the provided manifest to create a new version for the specified agent.
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response createAgentVersionFromManifestWithResponse(String agentName,
+        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createAgentVersionFromManifestSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionFromManifestRequest,
+            requestOptions, Context.NONE);
+    }
+
+    /**
+     * Get an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier.
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve.
+     * @param agentVersion The version of the agent to retrieve.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}
+     * on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> getAgentVersionDetailsWithResponseAsync(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getAgentVersionDetails(this.client.getEndpoint(), agentName,
+            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier.
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve.
+     * @param agentVersion The version of the agent to retrieve.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response getAgentVersionDetailsWithResponse(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getAgentVersionDetailsSync(this.client.getEndpoint(), agentName, agentVersion,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Delete an agent version
+     * 
+     * Deletes a specific version of an agent. For hosted agents, if the version has active
+     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
+     * force is true, all sessions associated with this version are cascade-deleted.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the version even if
+     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
+     * is not specified by the caller. This value is not relevant for other Agent types.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to delete.
+     * @param agentVersion The version of the agent to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a deleted agent version Object along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> internalDeleteAgentVersionWithResponseAsync(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.internalDeleteAgentVersion(this.client.getEndpoint(), agentName,
+            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Delete an agent version
+     * 
+     * Deletes a specific version of an agent. For hosted agents, if the version has active
+     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
+     * force is true, all sessions associated with this version are cascade-deleted.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the version even if
+     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
+     * is not specified by the caller. This value is not relevant for other Agent types.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to delete.
+     * @param agentVersion The version of the agent to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a deleted agent version Object along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response internalDeleteAgentVersionWithResponse(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.internalDeleteAgentVersionSync(this.client.getEndpoint(), agentName, agentVersion,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono> listAgentVersionsSinglePageAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listAgentVersions(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listAgentVersionsAsync(String agentName, RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listAgentVersionsSinglePageAsync(agentName, requestOptions));
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse listAgentVersionsSinglePage(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response res = service.listAgentVersionsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listAgentVersions(String agentName, RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listAgentVersionsSinglePage(agentName, requestOptions));
+    }
+
+    /**
+     * Update an agent endpoint
+     * 
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve
+     * 
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> updateAgentDetailsWithResponseAsync(String agentName,
+        BinaryData patchAgentObjectRequest, RequestOptions requestOptions) {
+        final String contentType = "application/merge-patch+json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.updateAgentDetails(this.client.getEndpoint(), agentName,
+            contentType, this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
+            context));
+    }
+
+    /**
+     * Update an agent endpoint
+     * 
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to retrieve
+     * 
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/merge-patch+json";
+        final String accept = "application/json";
+        return service.updateAgentDetailsSync(this.client.getEndpoint(), agentName, contentType,
+            this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
+            Context.NONE);
+    }
+
+    /**
+     * Create an agent version from code
+     * 
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> createAgentVersionFromCodeWithResponseAsync(String agentName,
+        String codeZipSha256, BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
+        final String accept = "application/json";
+        return FluxUtil.withContext(
+            context -> service.createAgentVersionFromCode(this.client.getEndpoint(), agentName, contentType,
+                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
+    }
+
+    /**
+     * Create an agent version from code
+     * 
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
+        final String accept = "application/json";
+        return service.createAgentVersionFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
+            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Download agent code
+     * 
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     * 
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     * 
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> downloadAgentCodeWithResponseAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/zip";
+        return FluxUtil.withContext(context -> service.downloadAgentCode(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Download agent code
+     * 
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     * 
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     * 
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/zip";
+        return service.downloadAgentCodeSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Create a session
+     * 
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to create a session for.
+     * @param createSessionRequest The createSessionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
+     * {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> createSessionWithResponseAsync(String agentName, BinaryData createSessionRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.createSession(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
+            context));
+    }
+
+    /**
+     * Create a session
+     * 
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent to create a session for.
+     * @param createSessionRequest The createSessionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
+     * {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response createSessionWithResponse(String agentName, BinaryData createSessionRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createSessionSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
+            Context.NONE);
+    }
+
+    /**
+     * Get a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}
+     * on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> getSessionWithResponseAsync(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getSession(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response getSessionWithResponse(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getSessionSync(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Delete a session
+     * 
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> deleteSessionWithResponseAsync(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteSession(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete a session
+     * 
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
+        return service.deleteSessionSync(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Stop a session
+     * 
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> stopSessionWithResponseAsync(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.stopSession(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Stop a session
+     * 
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
+        return service.stopSessionSync(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono> listSessionsSinglePageAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listSessions(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listSessionsAsync(String agentName, RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listSessionsSinglePageAsync(agentName, requestOptions));
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse listSessionsSinglePage(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response res = service.listSessionsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * 

+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response createAgentVersionWithResponse(String agentName, BinaryData createAgentVersionRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createAgentVersionSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
-            requestOptions, Context.NONE);
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listSessions(String agentName, RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listSessionsSinglePage(agentName, requestOptions));
     }
 
     /**
-     * Create an agent version from manifest
+     * Stream console logs for a hosted agent session
      * 
-     * Imports the provided manifest to create a new version for the specified agent.
-     * 
Request Body Schema

+     * Streams console logs (stdout / stderr) for a specific hosted agent session
+     * as a Server-Sent Events (SSE) stream.
      * 
-     * 
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     * }
-     * }
-     * 

+     * Each SSE frame contains:
+     * - `event`: always `"log"`
+     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
+     * is not contractual and may include additional keys or change format
+     * over time — clients should treat it as an opaque string)
      * 
+     * Example SSE frames:
+     * ```
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
+     * 8088"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+     * ```
+     * 
+     * The stream remains open until the client disconnects or the server
+     * terminates the connection. Clients should handle reconnection as needed.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     event: String(log) (Required)
+     *     data: String (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
+     * 
+     * Each frame contains an `event` field identifying the event type and a `data`
+     * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> createAgentVersionFromManifestWithResponseAsync(String agentName,
-        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createAgentVersionFromManifest(this.client.getEndpoint(),
-            agentName, this.client.getServiceVersion().getVersion(), contentType, accept,
-            createAgentVersionFromManifestRequest, requestOptions, context));
+    public Mono> getSessionLogStreamWithResponseAsync(String agentName, String agentVersion,
+        String sessionId, RequestOptions requestOptions) {
+        final String accept = "text/event-stream";
+        return FluxUtil.withContext(context -> service.getSessionLogStream(this.client.getEndpoint(), agentName,
+            agentVersion, sessionId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Create an agent version from manifest
+     * Stream console logs for a hosted agent session
      * 
-     * Imports the provided manifest to create a new version for the specified agent.
-     * 
Request Body Schema

+     * Streams console logs (stdout / stderr) for a specific hosted agent session
+     * as a Server-Sent Events (SSE) stream.
      * 
-     * 
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     * }
-     * }
-     * 

+     * Each SSE frame contains:
+     * - `event`: always `"log"`
+     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
+     * is not contractual and may include additional keys or change format
+     * over time — clients should treat it as an opaque string)
+     * 
+     * Example SSE frames:
+     * ```
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
+     * 8088"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+     * ```
      * 
+     * The stream remains open until the client disconnects or the server
+     * terminates the connection. Clients should handle reconnection as needed.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     event: String(log) (Required)
+     *     data: String (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
+     * 
+     * Each frame contains an `event` field identifying the event type and a `data`
+     * field carrying the payload as plain text along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response createAgentVersionFromManifestWithResponse(String agentName,
-        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createAgentVersionFromManifestSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionFromManifestRequest,
-            requestOptions, Context.NONE);
+    public Response getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId,
+        RequestOptions requestOptions) {
+        final String accept = "text/event-stream";
+        return service.getSessionLogStreamSync(this.client.getEndpoint(), agentName, agentVersion, sessionId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * Get an agent version
+     * Upload a session file
+     * 
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

      * 
-     * Retrieves the specified version of an agent by its agent name and version identifier.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     path: String (Required)
+     *     bytes_written: long (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The name of the agent to retrieve.
-     * @param agentVersion The version of the agent to retrieve.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent version
-     * 
-     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}
-     * on successful completion of {@link Mono}.
+     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
+     * of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getAgentVersionDetailsWithResponseAsync(String agentName, String agentVersion,
-        RequestOptions requestOptions) {
+    public Mono> uploadSessionFileWithResponseAsync(String agentName, String agentSessionId,
+        String path, BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "application/octet-stream";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getAgentVersionDetails(this.client.getEndpoint(), agentName,
-            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+        return FluxUtil.withContext(
+            context -> service.uploadSessionFile(this.client.getEndpoint(), agentName, agentSessionId, path,
+                contentType, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
     }
 
     /**
-     * Get an agent version
+     * Upload a session file
+     * 
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

+     * 
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

      * 
-     * Retrieves the specified version of an agent by its agent name and version identifier.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     path: String (Required)
+     *     bytes_written: long (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The name of the agent to retrieve.
-     * @param agentVersion The version of the agent to retrieve.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent version
-     * 
-     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}.
+     * @return response from uploading a file to a session sandbox along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getAgentVersionDetailsWithResponse(String agentName, String agentVersion,
-        RequestOptions requestOptions) {
+    public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "application/octet-stream";
         final String accept = "application/json";
-        return service.getAgentVersionDetailsSync(this.client.getEndpoint(), agentName, agentVersion,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return service.uploadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path, contentType,
+            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
     }
 
     /**
-     * Delete an agent version
+     * Download a session file
      * 
-     * Deletes a specific version of an agent. For hosted agents, if the version has active
-     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
-     * force is true, all sessions associated with this version are cascade-deleted.
-     * 
Query Parameters

+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * 
Header Parameters

      * 
-     * 
+     * 
      * 
-     * 
+     * 
      * 
Query ParametersHeader Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the version even if
-     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
-     * is not specified by the caller. This value is not relevant for other Agent types.
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
      * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     deleted: boolean (Required)
-     * }
+     * BinaryData
      * }
      * 

      * 
-     * @param agentName The name of the agent to delete.
-     * @param agentVersion The version of the agent to delete.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a deleted agent version Object along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> internalDeleteAgentVersionWithResponseAsync(String agentName, String agentVersion,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.internalDeleteAgentVersion(this.client.getEndpoint(), agentName,
-            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    public Mono> downloadSessionFileWithResponseAsync(String agentName, String agentSessionId,
+        String path, RequestOptions requestOptions) {
+        final String accept = "application/octet-stream";
+        return FluxUtil.withContext(context -> service.downloadSessionFile(this.client.getEndpoint(), agentName,
+            agentSessionId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Delete an agent version
+     * Download a session file
      * 
-     * Deletes a specific version of an agent. For hosted agents, if the version has active
-     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
-     * force is true, all sessions associated with this version are cascade-deleted.
-     * 
Query Parameters

+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * 
Header Parameters

      * 
-     * 
+     * 
      * 
-     * 
+     * 
      * 
Query ParametersHeader Parameters
NameTypeRequiredDescription
forceBooleanNoFor Hosted Agents, if `true`, force-deletes the version even if
-     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
-     * is not specified by the caller. This value is not relevant for other Agent types.
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
      * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     deleted: boolean (Required)
-     * }
+     * BinaryData
      * }
      * 

      * 
-     * @param agentName The name of the agent to delete.
-     * @param agentVersion The version of the agent to delete.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a deleted agent version Object along with {@link Response}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response internalDeleteAgentVersionWithResponse(String agentName, String agentVersion,
+    public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
         RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.internalDeleteAgentVersionSync(this.client.getEndpoint(), agentName, agentVersion,
+        final String accept = "application/octet-stream";
+        return service.downloadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * 
Query Parameters

      * 
      * 
      * 
+     * 
      * 
@@ -2718,68 +5207,59 @@ public Response internalDeleteAgentVersionWithResponse(String agentN
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
+     * @return the response body along with {@link PagedResponse} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono> listAgentVersionsSinglePageAsync(String agentName,
+    private Mono> listSessionFilesSinglePageAsync(String agentName, String agentSessionId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil
-            .withContext(context -> service.listAgentVersions(this.client.getEndpoint(), agentName,
+            .withContext(context -> service.listSessionFiles(this.client.getEndpoint(), agentName, agentSessionId,
                 this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
             .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
+                getValues(res.getValue(), "entries"), null, null));
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * 
Query Parameters

      * 
      * 
      * 
+     * 
      * 
@@ -2796,61 +5276,54 @@ private Mono> listAgentVersionsSinglePageAsync(String
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     * @return the paginated response with {@link PagedFlux}.
      */
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listAgentVersionsAsync(String agentName, RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listAgentVersionsSinglePageAsync(agentName, requestOptions));
+    public PagedFlux listSessionFilesAsync(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listSessionFilesSinglePageAsync(agentName, agentSessionId, requestOptions));
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * 
Query Parameters

      * 
      * 
      * 
+     * 
      * 
@@ -2867,65 +5340,58 @@ public PagedFlux listAgentVersionsAsync(String agentName, RequestOpt
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return the response body along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse listAgentVersionsSinglePage(String agentName, RequestOptions requestOptions) {
+    private PagedResponse listSessionFilesSinglePage(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
         final String accept = "application/json";
-        Response res = service.listAgentVersionsSync(this.client.getEndpoint(), agentName,
+        Response res = service.listSessionFilesSync(this.client.getEndpoint(), agentName, agentSessionId,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
         return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+            getValues(res.getValue(), "entries"), null, null);
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * 
Query Parameters

      * 
      * 
      * 
+     * 
      * 
@@ -2942,51 +5408,118 @@ private PagedResponse listAgentVersionsSinglePage(String agentName,
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * 

      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     * @return the paginated response with {@link PagedIterable}.
      */
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listAgentVersions(String agentName, RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listAgentVersionsSinglePage(agentName, requestOptions));
+    public PagedIterable listSessionFiles(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listSessionFilesSinglePage(agentName, agentSessionId, requestOptions));
+    }
+
+    /**
+     * Delete a session file
+     * 
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The
+     * service defaults to `false` if a value is not specified by the caller.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> deleteSessionFileWithResponseAsync(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteSessionFile(this.client.getEndpoint(), agentName,
+            agentSessionId, path, this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete a session file
+     * 
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The
+     * service defaults to `false` if a value is not specified by the caller.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return service.deleteSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java
index 306cbda709e0..4a9bb81cd701 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java
@@ -12,10 +12,8 @@
 import com.azure.core.annotation.HeaderParam;
 import com.azure.core.annotation.Host;
 import com.azure.core.annotation.HostParam;
-import com.azure.core.annotation.Patch;
 import com.azure.core.annotation.PathParam;
 import com.azure.core.annotation.Post;
-import com.azure.core.annotation.Put;
 import com.azure.core.annotation.QueryParam;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceInterface;
@@ -81,346 +79,6 @@ public AgentsServiceVersion getServiceVersion() {
     @Host("{endpoint}")
     @ServiceInterface(name = "AgentsClientBetaAgents")
     public interface BetaAgentsService {
-        // @Multipart not supported by RestProxy
-        @Post("/agents")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> createAgentFromCode(@HostParam("endpoint") String endpoint,
-            @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response createAgentFromCodeSync(@HostParam("endpoint") String endpoint,
-            @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> updateAgentFromCode(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response updateAgentFromCodeSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        @Patch("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> updateAgentDetails(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest,
-            RequestOptions requestOptions, Context context);
-
-        @Patch("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response updateAgentDetailsSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}/versions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> createAgentVersionFromCode(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}/versions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response createAgentVersionFromCodeSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/code:download")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> downloadAgentCode(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/code:download")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response downloadAgentCodeSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> createSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
-            @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions,
-            Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response createSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
-            @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions,
-            Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> getSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response getSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> deleteSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response deleteSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> stopSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response stopSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> listSessions(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response listSessionsSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> getSessionLogStream(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion,
-            @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response getSessionLogStreamSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion,
-            @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> uploadSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
-
-        @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response uploadSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> downloadSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response downloadSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> listSessionFiles(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response listSessionFilesSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> deleteSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response deleteSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            RequestOptions requestOptions, Context context);
-
         @Post("/agent_optimization_jobs")
         @ExpectedResponses({ 201 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -429,7 +87,7 @@ Response deleteSessionFileSync(@HostParam("endpoint") String endpoint,
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Mono> createOptimizationJob(@HostParam("endpoint") String endpoint,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData inputs,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData job,
             RequestOptions requestOptions, Context context);
 
         @Post("/agent_optimization_jobs")
@@ -440,11 +98,11 @@ Mono> createOptimizationJob(@HostParam("endpoint") String e
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Response createOptimizationJobSync(@HostParam("endpoint") String endpoint,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData inputs,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData job,
             RequestOptions requestOptions, Context context);
 
         @Get("/agent_optimization_jobs/{jobId}")
-        @ExpectedResponses({ 200, 202 })
+        @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
@@ -454,7 +112,7 @@ Mono> getOptimizationJob(@HostParam("endpoint") String endp
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
         @Get("/agent_optimization_jobs/{jobId}")
-        @ExpectedResponses({ 200, 202 })
+        @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
@@ -522,3284 +180,43 @@ Mono> deleteOptimizationJob(@HostParam("endpoint") String endpoin
         Response deleteOptimizationJobSync(@HostParam("endpoint") String endpoint,
             @PathParam("jobId") String jobId, @QueryParam("api-version") String apiVersion,
             RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> listOptimizationCandidates(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response listOptimizationCandidatesSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> getOptimizationCandidate(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response getOptimizationCandidateSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/config")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> getOptimizationCandidateConfig(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/config")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response getOptimizationCandidateConfigSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/results")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> getOptimizationCandidateResults(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/results")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response getOptimizationCandidateResultsSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> getOptimizationCandidateFile(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response getOptimizationCandidateFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Post("/agent_optimization_jobs/{jobId}/candidates/{candidateId}:promote")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono> promoteOptimizationCandidate(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData candidateRequest,
-            RequestOptions requestOptions, Context context);
-
-        @Post("/agent_optimization_jobs/{jobId}/candidates/{candidateId}:promote")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response promoteOptimizationCandidateSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData candidateRequest,
-            RequestOptions requestOptions, Context context);
-    }
-
-    /**
-     * Create a new code-based agent
-     * 
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> createAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.createAgentFromCode(this.client.getEndpoint(), contentType, agentName,
-                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Create a new code-based agent
-     * 
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response createAgentFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return service.createAgentFromCodeSync(this.client.getEndpoint(), contentType, agentName, codeZipSha256,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Update a code-based agent
-     * 
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> updateAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.updateAgentFromCode(this.client.getEndpoint(), agentName, contentType,
-                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Update a code-based agent
-     * 
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response updateAgentFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return service.updateAgentFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Update an agent endpoint
-     * 
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent to retrieve
-     * 
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> updateAgentDetailsWithResponseAsync(String agentName,
-        BinaryData patchAgentObjectRequest, RequestOptions requestOptions) {
-        final String contentType = "application/merge-patch+json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.updateAgentDetails(this.client.getEndpoint(), agentName,
-            contentType, this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
-            context));
-    }
-
-    /**
-     * Update an agent endpoint
-     * 
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent to retrieve
-     * 
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/merge-patch+json";
-        final String accept = "application/json";
-        return service.updateAgentDetailsSync(this.client.getEndpoint(), agentName, contentType,
-            this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
-            Context.NONE);
-    }
-
-    /**
-     * Create an agent version from code
-     * 
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> createAgentVersionFromCodeWithResponseAsync(String agentName,
-        String codeZipSha256, BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return FluxUtil.withContext(
-            context -> service.createAgentVersionFromCode(this.client.getEndpoint(), agentName, contentType,
-                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Create an agent version from code
-     * 
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return service.createAgentVersionFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Download agent code
-     * 
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     * 
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     * 
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be
-     * downloaded.
-     * If omitted, the latest version's code zip is returned.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> downloadAgentCodeWithResponseAsync(String agentName,
-        RequestOptions requestOptions) {
-        final String accept = "application/zip";
-        return FluxUtil.withContext(context -> service.downloadAgentCode(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Download agent code
-     * 
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     * 
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     * 
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be
-     * downloaded.
-     * If omitted, the latest version's code zip is returned.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
-        final String accept = "application/zip";
-        return service.downloadAgentCodeSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Create a session
-     * 
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent to create a session for.
-     * @param createSessionRequest The createSessionRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
-     * {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> createSessionWithResponseAsync(String agentName, BinaryData createSessionRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createSession(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
-            context));
-    }
-
-    /**
-     * Create a session
-     * 
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent to create a session for.
-     * @param createSessionRequest The createSessionRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
-     * {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response createSessionWithResponse(String agentName, BinaryData createSessionRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createSessionSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
-            Context.NONE);
-    }
-
-    /**
-     * Get a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}
-     * on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getSessionWithResponseAsync(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getSession(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getSessionWithResponse(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getSessionSync(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Delete a session
-     * 
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> deleteSessionWithResponseAsync(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.deleteSession(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Delete a session
-     * 
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
-        return service.deleteSessionSync(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
-    }
-
-    /**
-     * Stop a session
-     * 
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> stopSessionWithResponseAsync(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.stopSession(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Stop a session
-     * 
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
-        return service.stopSessionSync(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono> listSessionsSinglePageAsync(String agentName,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listSessions(this.client.getEndpoint(), agentName,
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionsAsync(String agentName, RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listSessionsSinglePageAsync(agentName, requestOptions));
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse listSessionsSinglePage(String agentName, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        Response res = service.listSessionsSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessions(String agentName, RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listSessionsSinglePage(agentName, requestOptions));
-    }
-
-    /**
-     * Stream console logs for a hosted agent session
-     * 
-     * Streams console logs (stdout / stderr) for a specific hosted agent session
-     * as a Server-Sent Events (SSE) stream.
-     * 
-     * Each SSE frame contains:
-     * - `event`: always `"log"`
-     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
-     * is not contractual and may include additional keys or change format
-     * over time — clients should treat it as an opaque string)
-     * 
-     * Example SSE frames:
-     * ```
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
-     * 8088"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
-     * ```
-     * 
-     * The stream remains open until the client disconnects or the server
-     * terminates the connection. Clients should handle reconnection as needed.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
-     * 
-     * Each frame contains an `event` field identifying the event type and a `data`
-     * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getSessionLogStreamWithResponseAsync(String agentName, String agentVersion,
-        String sessionId, RequestOptions requestOptions) {
-        final String accept = "text/event-stream";
-        return FluxUtil.withContext(context -> service.getSessionLogStream(this.client.getEndpoint(), agentName,
-            agentVersion, sessionId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Stream console logs for a hosted agent session
-     * 
-     * Streams console logs (stdout / stderr) for a specific hosted agent session
-     * as a Server-Sent Events (SSE) stream.
-     * 
-     * Each SSE frame contains:
-     * - `event`: always `"log"`
-     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
-     * is not contractual and may include additional keys or change format
-     * over time — clients should treat it as an opaque string)
-     * 
-     * Example SSE frames:
-     * ```
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
-     * 8088"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
-     * ```
-     * 
-     * The stream remains open until the client disconnects or the server
-     * terminates the connection. Clients should handle reconnection as needed.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
-     * 
-     * Each frame contains an `event` field identifying the event type and a `data`
-     * field carrying the payload as plain text along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId,
-        RequestOptions requestOptions) {
-        final String accept = "text/event-stream";
-        return service.getSessionLogStreamSync(this.client.getEndpoint(), agentName, agentVersion, sessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Upload a session file
-     * 
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
-     * of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> uploadSessionFileWithResponseAsync(String agentName, String agentSessionId,
-        String path, BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "application/octet-stream";
-        final String accept = "application/json";
-        return FluxUtil.withContext(
-            context -> service.uploadSessionFile(this.client.getEndpoint(), agentName, agentSessionId, path,
-                contentType, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Upload a session file
-     * 
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response from uploading a file to a session sandbox along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "application/octet-stream";
-        final String accept = "application/json";
-        return service.uploadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path, contentType,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Download a session file
-     * 
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> downloadSessionFileWithResponseAsync(String agentName, String agentSessionId,
-        String path, RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return FluxUtil.withContext(context -> service.downloadSessionFile(this.client.getEndpoint(), agentName,
-            agentSessionId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Download a session file
-     * 
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return service.downloadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link PagedResponse} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono> listSessionFilesSinglePageAsync(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listSessionFiles(this.client.getEndpoint(), agentName, agentSessionId,
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "entries"), null, null));
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the paginated response with {@link PagedFlux}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionFilesAsync(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listSessionFilesSinglePageAsync(agentName, agentSessionId, requestOptions));
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link PagedResponse}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse listSessionFilesSinglePage(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        Response res = service.listSessionFilesSync(this.client.getEndpoint(), agentName, agentSessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "entries"), null, null);
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
pathStringNoThe directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * 

-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessionFiles(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listSessionFilesSinglePage(agentName, agentSessionId, requestOptions));
-    }
-
-    /**
-     * Delete a session file
-     * 
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The
-     * service defaults to `false` if a value is not specified by the caller.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> deleteSessionFileWithResponseAsync(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.deleteSessionFile(this.client.getEndpoint(), agentName,
-            agentSessionId, path, this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Delete a session file
-     * 
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
recursiveBooleanNoWhether to recursively delete directory contents. The
-     * service defaults to `false` if a value is not specified by the caller.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return service.deleteSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
-    }
-
-    /**
-     * Create an agent optimization job
-     * 
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
Operation-IdStringNoClient-generated unique ID for idempotent retries. When
-     * absent, the server creates the job unconditionally.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param inputs The optimization job inputs.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> createOptimizationJobWithResponseAsync(BinaryData inputs,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createOptimizationJob(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), contentType, accept, inputs, requestOptions, context));
-    }
-
-    /**
-     * Create an agent optimization job
-     * 
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
Operation-IdStringNoClient-generated unique ID for idempotent retries. When
-     * absent, the server creates the job unconditionally.

-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param inputs The optimization job inputs.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response createOptimizationJobWithResponse(BinaryData inputs, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createOptimizationJobSync(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), contentType, accept, inputs, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Get an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param jobId The ID of the job.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response} on
-     * successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationJob(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param jobId The ID of the job.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getOptimizationJobSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * List agent optimization jobs
-     * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono> listOptimizationJobsSinglePageAsync(RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listOptimizationJobs(this.client.getEndpoint(),
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
-    }
+    }
 
     /**
-     * List agent optimization jobs
+     * Creates an agent optimization job.
      * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * 
Query Parameters

+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
+     * 
Header Parameters

      * 
-     * 
+     * 
      * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
+     * 
      * 
Query ParametersHeader Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.
Operation-IdStringNoClient-generated unique ID for idempotent retries. When
+     * absent, the server creates the job unconditionally.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Response Body Schema

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

      * 
      * 
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3807,164 +224,82 @@ private Mono> listOptimizationJobsSinglePageAsync(Requ
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * 

      * 
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listOptimizationJobsAsync(RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listOptimizationJobsSinglePageAsync(requestOptions));
-    }
-
-    /**
-     * List agent optimization jobs
-     * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3972,168 +307,113 @@ public PagedFlux listOptimizationJobsAsync(RequestOptions requestOpt
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * 

      * 
+     * @param job The job to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
+     * completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse listOptimizationJobsSinglePage(RequestOptions requestOptions) {
+    public Mono> createOptimizationJobWithResponseAsync(BinaryData job,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
         final String accept = "application/json";
-        Response res = service.listOptimizationJobsSync(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+        return FluxUtil.withContext(context -> service.createOptimizationJob(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), contentType, accept, job, requestOptions, context));
     }
 
     /**
-     * List agent optimization jobs
+     * Creates an agent optimization job.
      * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * 
Query Parameters

+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
+     * 
Header Parameters

      * 
-     * 
+     * 
      * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
+     * 
      * 
Query ParametersHeader Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.
Operation-IdStringNoClient-generated unique ID for idempotent retries. When
+     * absent, the server creates the job unconditionally.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Response Body Schema

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

      * 
      * 
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -4141,66 +421,29 @@ private PagedResponse listOptimizationJobsSinglePage(RequestOptions
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listOptimizationJobs(RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listOptimizationJobsSinglePage(requestOptions));
-    }
-
-    /**
-     * Cancel an agent optimization job
-     * 
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     id: String (Required)
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
      *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
      *     error (Optional): {
      *         code: String (Required)
@@ -4217,66 +460,43 @@ public PagedIterable listOptimizationJobs(RequestOptions requestOpti
      *             String: BinaryData (Required)
      *         }
      *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     * 

+     * 
+     * 
Response Body Schema

+     * 
+     * 
+     * {@code
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -4284,148 +504,103 @@ public PagedIterable listOptimizationJobs(RequestOptions requestOpti
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * 

      * 
-     * @param jobId The ID of the job to cancel.
+     * @param job The job to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
-     * completion of {@link Mono}.
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> cancelOptimizationJobWithResponseAsync(String jobId,
-        RequestOptions requestOptions) {
+    public Response createOptimizationJobWithResponse(BinaryData job, RequestOptions requestOptions) {
+        final String contentType = "application/json";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.cancelOptimizationJob(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+        return service.createOptimizationJobSync(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), contentType, accept, job, requestOptions, Context.NONE);
     }
 
     /**
-     * Cancel an agent optimization job
+     * Get info about an agent optimization job.
      * 
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
+     * Get an optimization job by id.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -4433,223 +608,184 @@ public Mono> cancelOptimizationJobWithResponseAsync(String
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * 

      * 
-     * @param jobId The ID of the job to cancel.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.cancelOptimizationJobSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Delete an agent optimization job
-     * 
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
forceBooleanNoWhen true, force-delete even if the job is in a non-terminal
-     * state.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
-     * @param jobId The ID of the job to delete.
+     * @param jobId The ID of the job.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> deleteOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.deleteOptimizationJob(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Delete an agent optimization job
-     * 
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
forceBooleanNoWhen true, force-delete even if the job is in a non-terminal
-     * state.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * @return info about an agent optimization job.
      * 
-     * @param jobId The ID of the job to delete.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
+     * Get an optimization job by id along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return service.deleteOptimizationJobSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    public Mono> getOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getOptimizationJob(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * List optimization job candidates
+     * Get info about an agent optimization job.
      * 
-     * Returns the candidates produced by the specified optimization job.
-     * 
Query Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
-     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.

-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * Get an optimization job by id.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
      *         ]
-     *         tools (Optional): [
-     *              (Optional){
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
-     *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
      *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * 

      * 
-     * @param jobId The optimization job id.
+     * @param jobId The ID of the job.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
+     * @return info about an agent optimization job.
+     * 
+     * Get an optimization job by id along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono> listOptimizationCandidatesSinglePageAsync(String jobId,
-        RequestOptions requestOptions) {
+    public Response getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listOptimizationCandidates(this.client.getEndpoint(), jobId,
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
+        return service.getOptimizationJobSync(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      * 
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * 
Query Parameters

      * 
      * 
@@ -4668,6 +804,9 @@ private Mono> listOptimizationCandidatesSinglePageAsyn
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * 
+     * 
      * 
Query Parameters
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -4675,78 +814,60 @@ private Mono> listOptimizationCandidatesSinglePageAsyn
      * 
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
+     *     agent (Optional): {
      *         agent_name: String (Required)
-     *         agent_version: String (Required)
+     *         agent_version: String (Optional)
      *     }
      * }
      * }
      * 

      * 
-     * @param jobId The optimization job id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
      */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listOptimizationCandidatesAsync(String jobId, RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listOptimizationCandidatesSinglePageAsync(jobId, requestOptions));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono> listOptimizationJobsSinglePageAsync(RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listOptimizationJobs(this.client.getEndpoint(),
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      * 
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * 
Query Parameters

      * 
      * 
@@ -4765,6 +886,9 @@ public PagedFlux listOptimizationCandidatesAsync(String jobId, Reque
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * 
+     * 
      * 
Query Parameters
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -4772,83 +896,54 @@ public PagedFlux listOptimizationCandidatesAsync(String jobId, Reque
      * 
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
+     *     agent (Optional): {
      *         agent_name: String (Required)
-     *         agent_version: String (Required)
+     *         agent_version: String (Optional)
      *     }
      * }
      * }
      * 

      * 
-     * @param jobId The optimization job id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse listOptimizationCandidatesSinglePage(String jobId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        Response res = service.listOptimizationCandidatesSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listOptimizationJobsAsync(RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listOptimizationJobsSinglePageAsync(requestOptions));
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      * 
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * 
Query Parameters

      * 
      * 
@@ -4867,6 +962,9 @@ private PagedResponse listOptimizationCandidatesSinglePage(String jo
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * 
+     * 
      * 
Query Parameters
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.

      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -4874,542 +972,374 @@ private PagedResponse listOptimizationCandidatesSinglePage(String jo
      * 
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     * }
-     * }
-     * 

-     * 
-     * @param jobId The optimization job id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listOptimizationCandidates(String jobId, RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listOptimizationCandidatesSinglePage(jobId, requestOptions));
-    }
-
-    /**
-     * Get an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * 

-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate along with
-     * {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getOptimizationCandidateWithResponseAsync(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidate(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * 

-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate along with
-     * {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getOptimizationCandidateWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getOptimizationCandidateSync(this.client.getEndpoint(), jobId, candidateId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Get an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * 

-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getOptimizationCandidateConfigWithResponseAsync(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidateConfig(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
+     *         additionalInfo (Optional): {
      *             String: BinaryData (Required)
      *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
+     *         debugInfo (Optional): {
      *             String: BinaryData (Required)
      *         }
-     *     ]
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
      * }
      * }
      * 

      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response}.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getOptimizationCandidateConfigWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
+    private PagedResponse listOptimizationJobsSinglePage(RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getOptimizationCandidateConfigSync(this.client.getEndpoint(), jobId, candidateId,
+        Response res = service.listOptimizationJobsSync(this.client.getEndpoint(),
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
     }
 
     /**
-     * Get optimization candidate results
+     * Returns a list of agent optimization jobs.
      * 
-     * Retrieves full per-task evaluation results for the specified candidate.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
limitIntegerNoA limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.
orderStringNoSort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".
afterStringNoA cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
beforeStringNoA cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
statusStringNoFilter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".
agent_nameStringNoFilter to jobs targeting this agent name.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *     ]
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
      * }
      * }
      * 

      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return optimization candidate results
-     * 
-     * Retrieves full per-task evaluation results for the specified candidate along with {@link Response} on successful
-     * completion of {@link Mono}.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getOptimizationCandidateResultsWithResponseAsync(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidateResults(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listOptimizationJobs(RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listOptimizationJobsSinglePage(requestOptions));
     }
 
     /**
-     * Get optimization candidate results
+     * Cancels an agent optimization job.
      * 
-     * Retrieves full per-task evaluation results for the specified candidate.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      * 
Response Body Schema

      * 
      * 
      * {@code
      * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
      *     ]
      * }
      * }
      * 

      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
+     * @param jobId The ID of the job to cancel.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return optimization candidate results
-     * 
-     * Retrieves full per-task evaluation results for the specified candidate along with {@link Response}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
+     * completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getOptimizationCandidateResultsWithResponse(String jobId, String candidateId,
+    public Mono> cancelOptimizationJobWithResponseAsync(String jobId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getOptimizationCandidateResultsSync(this.client.getEndpoint(), jobId, candidateId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return FluxUtil.withContext(context -> service.cancelOptimizationJob(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Get an optimization candidate file
+     * Cancels an agent optimization job.
      * 
-     * Streams the specified file from the candidate's blob directory.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      * 
Response Body Schema

      * 
      * 
      * {@code
-     * BinaryData
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
-     * 

-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate file
-     * 
-     * Streams the specified file from the candidate's blob directory along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> getOptimizationCandidateFileWithResponseAsync(String jobId, String candidateId,
-        String path, RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidateFile(this.client.getEndpoint(), jobId,
-            candidateId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an optimization candidate file
-     * 
-     * Streams the specified file from the candidate's blob directory.
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * BinaryData
      * }
      * 

      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
+     * @param jobId The ID of the job to cancel.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate file
-     * 
-     * Streams the specified file from the candidate's blob directory along with {@link Response}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response getOptimizationCandidateFileWithResponse(String jobId, String candidateId, String path,
-        RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return service.getOptimizationCandidateFileSync(this.client.getEndpoint(), jobId, candidateId, path,
+    public Response cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.cancelOptimizationJobSync(this.client.getEndpoint(), jobId,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * Promote an optimization candidate
+     * Deletes an agent optimization job.
      * 
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * 

+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
+     * @param jobId The ID of the job to delete.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response after successfully promoting a candidate along with {@link Response} on successful completion of
-     * {@link Mono}.
+     * @return the {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> promoteOptimizationCandidateWithResponseAsync(String jobId, String candidateId,
-        BinaryData candidateRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.promoteOptimizationCandidate(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), contentType, accept, candidateRequest,
-            requestOptions, context));
+    public Mono> deleteOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteOptimizationJob(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
     }
 
     /**
-     * Promote an optimization candidate
-     * 
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
-     * 
Request Body Schema

-     * 
-     * 
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * 

-     * 
-     * 
Response Body Schema

+     * Deletes an agent optimization job.
      * 
-     * 
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * 

+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
+     * @param jobId The ID of the job to delete.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response after successfully promoting a candidate along with {@link Response}.
+     * @return the {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response promoteOptimizationCandidateWithResponse(String jobId, String candidateId,
-        BinaryData candidateRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.promoteOptimizationCandidateSync(this.client.getEndpoint(), jobId, candidateId,
-            this.client.getServiceVersion().getVersion(), contentType, accept, candidateRequest, requestOptions,
-            Context.NONE);
+    public Response deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return service.deleteOptimizationJobSync(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
     }
 
     private List getValues(BinaryData binaryData, String path) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaToolboxesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
similarity index 91%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaToolboxesImpl.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
index 893752bacb5b..e418430c4fc0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaToolboxesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
@@ -40,13 +40,13 @@
 import reactor.core.publisher.Mono;
 
 /**
- * An instance of this class provides access to all the operations defined in BetaToolboxes.
+ * An instance of this class provides access to all the operations defined in Toolboxes.
  */
-public final class BetaToolboxesImpl {
+public final class ToolboxesImpl {
     /**
      * The proxy service used to perform REST calls.
      */
-    private final BetaToolboxesService service;
+    private final ToolboxesService service;
 
     /**
      * The service client containing this operation class.
@@ -54,13 +54,13 @@ public final class BetaToolboxesImpl {
     private final AgentsClientImpl client;
 
     /**
-     * Initializes an instance of BetaToolboxesImpl.
+     * Initializes an instance of ToolboxesImpl.
      * 
      * @param client the instance of the service client containing this operation class.
      */
-    BetaToolboxesImpl(AgentsClientImpl client) {
+    ToolboxesImpl(AgentsClientImpl client) {
         this.service
-            = RestProxy.create(BetaToolboxesService.class, client.getHttpPipeline(), client.getSerializerAdapter());
+            = RestProxy.create(ToolboxesService.class, client.getHttpPipeline(), client.getSerializerAdapter());
         this.client = client;
     }
 
@@ -74,12 +74,12 @@ public AgentsServiceVersion getServiceVersion() {
     }
 
     /**
-     * The interface defining all the services for AgentsClientBetaToolboxes to be used by the proxy service to perform
-     * REST calls.
+     * The interface defining all the services for AgentsClientToolboxes to be used by the proxy service to perform REST
+     * calls.
      */
     @Host("{endpoint}")
-    @ServiceInterface(name = "AgentsClientBetaToolboxes")
-    public interface BetaToolboxesService {
+    @ServiceInterface(name = "AgentsClientToolboxes")
+    public interface ToolboxesService {
         @Post("/toolboxes/{name}/versions")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -262,7 +262,7 @@ Response deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -294,7 +294,7 @@ Response deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -345,7 +345,7 @@ public Mono> createToolboxVersionWithResponseAsync(String n
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -377,7 +377,7 @@ public Mono> createToolboxVersionWithResponseAsync(String n
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -717,7 +717,7 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -793,7 +793,7 @@ private Mono> listToolboxVersionsSinglePageAsync(Strin
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -862,7 +862,7 @@ public PagedFlux listToolboxVersionsAsync(String name, RequestOption
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -935,7 +935,7 @@ private PagedResponse listToolboxVersionsSinglePage(String name, Req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -984,7 +984,7 @@ public PagedIterable listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -1037,7 +1037,7 @@ public Mono> getToolboxVersionWithResponseAsync(String name
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
index 93c228fc17f9..239a82612de7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
@@ -8,26 +8,11 @@
  * Feature opt-in keys for agent definition operations supporting hosted or workflow agents.
  */
 public enum AgentDefinitionOptInKeys {
-    /**
-     * Enum value HostedAgents=V1Preview.
-     */
-    HOSTED_AGENTS_V1_PREVIEW("HostedAgents=V1Preview"),
-
     /**
      * Enum value WorkflowAgents=V1Preview.
      */
     WORKFLOW_AGENTS_V1_PREVIEW("WorkflowAgents=V1Preview"),
 
-    /**
-     * Enum value AgentEndpoints=V1Preview.
-     */
-    AGENT_ENDPOINT_V1_PREVIEW("AgentEndpoints=V1Preview"),
-
-    /**
-     * Enum value CodeAgents=V1Preview.
-     */
-    CODE_AGENTS_V1_PREVIEW("CodeAgents=V1Preview"),
-
     /**
      * Enum value ExternalAgents=V1Preview.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
index b0f972932391..a885b0c74bd1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
@@ -38,11 +38,6 @@ public enum FoundryFeaturesOptInKeys {
      */
     ROUTINES_V1_PREVIEW("Routines=V1Preview"),
 
-    /**
-     * Enum value Toolboxes=V1Preview.
-     */
-    TOOLBOXES_V1_PREVIEW("Toolboxes=V1Preview"),
-
     /**
      * Enum value Skills=V1Preview.
      */
@@ -59,9 +54,9 @@ public enum FoundryFeaturesOptInKeys {
     MODELS_V1_PREVIEW("Models=V1Preview"),
 
     /**
-     * Enum value AgentsOptimization=V1Preview.
+     * Enum value AgentsOptimization=V2Preview.
      */
-    AGENTS_OPTIMIZATION_V1_PREVIEW("AgentsOptimization=V1Preview");
+    AGENTS_OPTIMIZATION_V2_PREVIEW("AgentsOptimization=V2Preview");
 
     /**
      * The actual serialized value for a FoundryFeaturesOptInKeys instance.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
index f20e9fd72f0a..bd2b34456daa 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
@@ -106,14 +106,14 @@ public static AgentDefinition fromJson(JsonReader jsonReader) throws IOException
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("prompt".equals(discriminatorValue)) {
+                if ("hosted".equals(discriminatorValue)) {
+                    return HostedAgentDefinition.fromJson(readerToUse.reset());
+                } else if ("prompt".equals(discriminatorValue)) {
                     return PromptAgentDefinition.fromJson(readerToUse.reset());
                 } else if ("workflow".equals(discriminatorValue)) {
                     return WorkflowAgentDefinition.fromJson(readerToUse.reset());
                 } else if ("external".equals(discriminatorValue)) {
                     return ExternalAgentDefinition.fromJson(readerToUse.reset());
-                } else if ("hosted".equals(discriminatorValue)) {
-                    return HostedAgentDefinition.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
index 69f4dbe23519..f908fa0a8568 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
@@ -72,4 +72,10 @@ public static Collection values() {
      */
     @Generated
     public static final AgentProtocol INVOCATIONS_WS = fromString("invocations_ws");
+
+    /**
+     * Static value a2a for AgentProtocol.
+     */
+    @Generated
+    public static final AgentProtocol A2A = fromString("a2a");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java
deleted file mode 100644
index 5a5c92f1f444..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java
+++ /dev/null
@@ -1,176 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Deploy-config blob for a candidate. Suitable for setting OPTIMIZATION_CONFIG on a hosted-agent version.
- */
-@Immutable
-public final class CandidateDeployConfig implements JsonSerializable {
-
-    /*
-     * System prompt / instructions.
-     */
-    @Generated
-    private String instructions;
-
-    /*
-     * Foundry deployment name.
-     */
-    @Generated
-    private String model;
-
-    /*
-     * Optional sampling temperature.
-     */
-    @Generated
-    private Double temperature;
-
-    /*
-     * Optional skill overrides.
-     */
-    @Generated
-    private List> skills;
-
-    /**
-     * Creates an instance of CandidateDeployConfig class.
-     */
-    @Generated
-    private CandidateDeployConfig() {
-    }
-
-    /**
-     * Get the instructions property: System prompt / instructions.
-     *
-     * @return the instructions value.
-     */
-    @Generated
-    public String getInstructions() {
-        return this.instructions;
-    }
-
-    /**
-     * Get the model property: Foundry deployment name.
-     *
-     * @return the model value.
-     */
-    @Generated
-    public String getModel() {
-        return this.model;
-    }
-
-    /**
-     * Get the temperature property: Optional sampling temperature.
-     *
-     * @return the temperature value.
-     */
-    @Generated
-    public Double getTemperature() {
-        return this.temperature;
-    }
-
-    /**
-     * Get the skills property: Optional skill overrides.
-     *
-     * @return the skills value.
-     */
-    @Generated
-    public List> getSkills() {
-        return this.skills;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("instructions", this.instructions);
-        jsonWriter.writeStringField("model", this.model);
-        jsonWriter.writeNumberField("temperature", this.temperature);
-        jsonWriter.writeArrayField("skills", this.skills,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        jsonWriter.writeArrayField("tools", this.tools,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateDeployConfig from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateDeployConfig if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the CandidateDeployConfig.
-     */
-    @Generated
-    public static CandidateDeployConfig fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            CandidateDeployConfig deserializedCandidateDeployConfig = new CandidateDeployConfig();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("instructions".equals(fieldName)) {
-                    deserializedCandidateDeployConfig.instructions = reader.getString();
-                } else if ("model".equals(fieldName)) {
-                    deserializedCandidateDeployConfig.model = reader.getString();
-                } else if ("temperature".equals(fieldName)) {
-                    deserializedCandidateDeployConfig.temperature = reader.getNullable(JsonReader::getDouble);
-                } else if ("skills".equals(fieldName)) {
-                    List> skills
-                        = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                            .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedCandidateDeployConfig.skills = skills;
-                } else if ("tools".equals(fieldName)) {
-                    List> tools = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedCandidateDeployConfig.tools = tools;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedCandidateDeployConfig;
-        });
-    }
-
-    /*
-     * Optional tool overrides.
-     */
-    @Generated
-    private List> tools;
-
-    /**
-     * Get the tools property: Optional tool overrides.
-     *
-     * @return the tools value.
-     */
-    @Generated
-    public List> getTools() {
-        return this.tools;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java
deleted file mode 100644
index b828cd92d5d1..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java
+++ /dev/null
@@ -1,126 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * File entry in a candidate's blob directory.
- */
-@Immutable
-public final class CandidateFileInfo implements JsonSerializable {
-
-    /*
-     * Relative path of the file.
-     */
-    @Generated
-    private final String path;
-
-    /*
-     * File type category (e.g. 'config', 'results').
-     */
-    @Generated
-    private final String type;
-
-    /*
-     * File size in bytes.
-     */
-    @Generated
-    private final long sizeBytes;
-
-    /**
-     * Creates an instance of CandidateFileInfo class.
-     *
-     * @param path the path value to set.
-     * @param type the type value to set.
-     * @param sizeBytes the sizeBytes value to set.
-     */
-    @Generated
-    private CandidateFileInfo(String path, String type, long sizeBytes) {
-        this.path = path;
-        this.type = type;
-        this.sizeBytes = sizeBytes;
-    }
-
-    /**
-     * Get the path property: Relative path of the file.
-     *
-     * @return the path value.
-     */
-    @Generated
-    public String getPath() {
-        return this.path;
-    }
-
-    /**
-     * Get the type property: File type category (e.g. 'config', 'results').
-     *
-     * @return the type value.
-     */
-    @Generated
-    public String getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the sizeBytes property: File size in bytes.
-     *
-     * @return the sizeBytes value.
-     */
-    @Generated
-    public long getSizeBytes() {
-        return this.sizeBytes;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("path", this.path);
-        jsonWriter.writeStringField("type", this.type);
-        jsonWriter.writeLongField("size_bytes", this.sizeBytes);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateFileInfo from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateFileInfo if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CandidateFileInfo.
-     */
-    @Generated
-    public static CandidateFileInfo fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String path = null;
-            String type = null;
-            long sizeBytes = 0L;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("path".equals(fieldName)) {
-                    path = reader.getString();
-                } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
-                } else if ("size_bytes".equals(fieldName)) {
-                    sizeBytes = reader.getLong();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new CandidateFileInfo(path, type, sizeBytes);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java
deleted file mode 100644
index 4c23a2eb41b1..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java
+++ /dev/null
@@ -1,293 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Instant;
-import java.time.OffsetDateTime;
-import java.time.ZoneOffset;
-import java.util.List;
-
-/**
- * Candidate metadata returned by GET /candidates/{id}.
- */
-@Immutable
-public final class CandidateMetadata implements JsonSerializable {
-
-    /*
-     * Server-assigned candidate identifier.
-     */
-    @Generated
-    private final String candidateId;
-
-    /*
-     * Owning optimization job id.
-     */
-    @Generated
-    private final String jobId;
-
-    /*
-     * Display name of the candidate.
-     */
-    @Generated
-    private final String candidateName;
-
-    /*
-     * Candidate lifecycle status.
-     */
-    @Generated
-    private final String status;
-
-    /*
-     * Candidate's aggregate score.
-     */
-    @Generated
-    private Double score;
-
-    /*
-     * Whether detailed results are available for this candidate.
-     */
-    @Generated
-    private final boolean hasResults;
-
-    /*
-     * Timestamp when the candidate was created, represented in Unix time.
-     */
-    @Generated
-    private final long createdAt;
-
-    /*
-     * Timestamp when the candidate was last updated, represented in Unix time.
-     */
-    @Generated
-    private final long updatedAt;
-
-    /*
-     * Promotion metadata. Null if not promoted.
-     */
-    @Generated
-    private PromotionInfo promotion;
-
-    /*
-     * Files in the candidate's blob directory.
-     */
-    @Generated
-    private final List files;
-
-    /**
-     * Creates an instance of CandidateMetadata class.
-     *
-     * @param candidateId the candidateId value to set.
-     * @param jobId the jobId value to set.
-     * @param candidateName the candidateName value to set.
-     * @param status the status value to set.
-     * @param hasResults the hasResults value to set.
-     * @param createdAt the createdAt value to set.
-     * @param updatedAt the updatedAt value to set.
-     * @param files the files value to set.
-     */
-    @Generated
-    private CandidateMetadata(String candidateId, String jobId, String candidateName, String status, boolean hasResults,
-        OffsetDateTime createdAt, OffsetDateTime updatedAt, List files) {
-        this.candidateId = candidateId;
-        this.jobId = jobId;
-        this.candidateName = candidateName;
-        this.status = status;
-        this.hasResults = hasResults;
-        if (createdAt == null) {
-            this.createdAt = 0L;
-        } else {
-            this.createdAt = createdAt.toEpochSecond();
-        }
-        if (updatedAt == null) {
-            this.updatedAt = 0L;
-        } else {
-            this.updatedAt = updatedAt.toEpochSecond();
-        }
-        this.files = files;
-    }
-
-    /**
-     * Get the candidateId property: Server-assigned candidate identifier.
-     *
-     * @return the candidateId value.
-     */
-    @Generated
-    public String getCandidateId() {
-        return this.candidateId;
-    }
-
-    /**
-     * Get the jobId property: Owning optimization job id.
-     *
-     * @return the jobId value.
-     */
-    @Generated
-    public String getJobId() {
-        return this.jobId;
-    }
-
-    /**
-     * Get the candidateName property: Display name of the candidate.
-     *
-     * @return the candidateName value.
-     */
-    @Generated
-    public String getCandidateName() {
-        return this.candidateName;
-    }
-
-    /**
-     * Get the status property: Candidate lifecycle status.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public String getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the score property: Candidate's aggregate score.
-     *
-     * @return the score value.
-     */
-    @Generated
-    public Double getScore() {
-        return this.score;
-    }
-
-    /**
-     * Get the hasResults property: Whether detailed results are available for this candidate.
-     *
-     * @return the hasResults value.
-     */
-    @Generated
-    public boolean isHasResults() {
-        return this.hasResults;
-    }
-
-    /**
-     * Get the createdAt property: Timestamp when the candidate was created, represented in Unix time.
-     *
-     * @return the createdAt value.
-     */
-    @Generated
-    public OffsetDateTime getCreatedAt() {
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the updatedAt property: Timestamp when the candidate was last updated, represented in Unix time.
-     *
-     * @return the updatedAt value.
-     */
-    @Generated
-    public OffsetDateTime getUpdatedAt() {
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the promotion property: Promotion metadata. Null if not promoted.
-     *
-     * @return the promotion value.
-     */
-    @Generated
-    public PromotionInfo getPromotion() {
-        return this.promotion;
-    }
-
-    /**
-     * Get the files property: Files in the candidate's blob directory.
-     *
-     * @return the files value.
-     */
-    @Generated
-    public List getFiles() {
-        return this.files;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
-        jsonWriter.writeStringField("job_id", this.jobId);
-        jsonWriter.writeStringField("candidate_name", this.candidateName);
-        jsonWriter.writeStringField("status", this.status);
-        jsonWriter.writeBooleanField("has_results", this.hasResults);
-        jsonWriter.writeLongField("created_at", this.createdAt);
-        jsonWriter.writeLongField("updated_at", this.updatedAt);
-        jsonWriter.writeArrayField("files", this.files, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeNumberField("score", this.score);
-        jsonWriter.writeJsonField("promotion", this.promotion);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateMetadata from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateMetadata if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CandidateMetadata.
-     */
-    @Generated
-    public static CandidateMetadata fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String candidateId = null;
-            String jobId = null;
-            String candidateName = null;
-            String status = null;
-            boolean hasResults = false;
-            OffsetDateTime createdAt = null;
-            OffsetDateTime updatedAt = null;
-            List files = null;
-            Double score = null;
-            PromotionInfo promotion = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("candidate_id".equals(fieldName)) {
-                    candidateId = reader.getString();
-                } else if ("job_id".equals(fieldName)) {
-                    jobId = reader.getString();
-                } else if ("candidate_name".equals(fieldName)) {
-                    candidateName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = reader.getString();
-                } else if ("has_results".equals(fieldName)) {
-                    hasResults = reader.getBoolean();
-                } else if ("created_at".equals(fieldName)) {
-                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
-                } else if ("updated_at".equals(fieldName)) {
-                    updatedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
-                } else if ("files".equals(fieldName)) {
-                    files = reader.readArray(reader1 -> CandidateFileInfo.fromJson(reader1));
-                } else if ("score".equals(fieldName)) {
-                    score = reader.getNullable(JsonReader::getDouble);
-                } else if ("promotion".equals(fieldName)) {
-                    promotion = PromotionInfo.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            CandidateMetadata deserializedCandidateMetadata = new CandidateMetadata(candidateId, jobId, candidateName,
-                status, hasResults, createdAt, updatedAt, files);
-            deserializedCandidateMetadata.score = score;
-            deserializedCandidateMetadata.promotion = promotion;
-            return deserializedCandidateMetadata;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java
deleted file mode 100644
index bc52fc380664..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java
+++ /dev/null
@@ -1,105 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * Full per-task evaluation results for a candidate, returned by GET /candidates/{id}/results.
- */
-@Immutable
-public final class CandidateResults implements JsonSerializable {
-
-    /*
-     * Owning candidate id.
-     */
-    @Generated
-    private final String candidateId;
-
-    /*
-     * Per-task evaluation rows.
-     */
-    @Generated
-    private final List results;
-
-    /**
-     * Creates an instance of CandidateResults class.
-     *
-     * @param candidateId the candidateId value to set.
-     * @param results the results value to set.
-     */
-    @Generated
-    private CandidateResults(String candidateId, List results) {
-        this.candidateId = candidateId;
-        this.results = results;
-    }
-
-    /**
-     * Get the candidateId property: Owning candidate id.
-     *
-     * @return the candidateId value.
-     */
-    @Generated
-    public String getCandidateId() {
-        return this.candidateId;
-    }
-
-    /**
-     * Get the results property: Per-task evaluation rows.
-     *
-     * @return the results value.
-     */
-    @Generated
-    public List getResults() {
-        return this.results;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
-        jsonWriter.writeArrayField("results", this.results, (writer, element) -> writer.writeJson(element));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateResults from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateResults if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CandidateResults.
-     */
-    @Generated
-    public static CandidateResults fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String candidateId = null;
-            List results = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("candidate_id".equals(fieldName)) {
-                    candidateId = reader.getString();
-                } else if ("results".equals(fieldName)) {
-                    results = reader.readArray(reader1 -> OptimizationTaskResult.fromJson(reader1));
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new CandidateResults(candidateId, results);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ComputerTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ComputerTool.java
new file mode 100644
index 000000000000..508fa3b635ab
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ComputerTool.java
@@ -0,0 +1,81 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Computer
+ *
+ * A tool that controls a virtual computer. Learn more about the [computer
+ * tool](https://platform.openai.com/docs/guides/tools-computer-use).
+ */
+@Immutable
+public final class ComputerTool extends Tool {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private ToolType type = ToolType.COMPUTER;
+
+    /**
+     * Creates an instance of ComputerTool class.
+     */
+    @Generated
+    public ComputerTool() {
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ComputerTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ComputerTool if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ComputerTool.
+     */
+    @Generated
+    public static ComputerTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ComputerTool deserializedComputerTool = new ComputerTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedComputerTool.type = ToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedComputerTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CustomToolParameter.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CustomToolParameter.java
index 623e16ca99aa..bb29dbc59294 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CustomToolParameter.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CustomToolParameter.java
@@ -129,6 +129,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("description", this.description);
         jsonWriter.writeJsonField("format", this.format);
+        jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         return jsonWriter.writeEndObject();
     }
 
@@ -148,6 +149,7 @@ public static CustomToolParameter fromJson(JsonReader jsonReader) throws IOExcep
             ToolType type = ToolType.CUSTOM;
             String description = null;
             CustomToolParamFormat format = null;
+            Boolean deferLoading = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -159,6 +161,8 @@ public static CustomToolParameter fromJson(JsonReader jsonReader) throws IOExcep
                     description = reader.getString();
                 } else if ("format".equals(fieldName)) {
                     format = CustomToolParamFormat.fromJson(reader);
+                } else if ("defer_loading".equals(fieldName)) {
+                    deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -167,7 +171,36 @@ public static CustomToolParameter fromJson(JsonReader jsonReader) throws IOExcep
             deserializedCustomToolParameter.type = type;
             deserializedCustomToolParameter.description = description;
             deserializedCustomToolParameter.format = format;
+            deserializedCustomToolParameter.deferLoading = deferLoading;
             return deserializedCustomToolParameter;
         });
     }
+
+    /*
+     * Whether this tool should be deferred and discovered via tool search.
+     */
+    @Generated
+    private Boolean deferLoading;
+
+    /**
+     * Get the deferLoading property: Whether this tool should be deferred and discovered via tool search.
+     *
+     * @return the deferLoading value.
+     */
+    @Generated
+    public Boolean isDeferLoading() {
+        return this.deferLoading;
+    }
+
+    /**
+     * Set the deferLoading property: Whether this tool should be deferred and discovered via tool search.
+     *
+     * @param deferLoading the deferLoading value to set.
+     * @return the CustomToolParameter object itself.
+     */
+    @Generated
+    public CustomToolParameter setDeferLoading(Boolean deferLoading) {
+        this.deferLoading = deferLoading;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java
deleted file mode 100644
index bf416b7d2a7a..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java
+++ /dev/null
@@ -1,147 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Metadata about the dataset used for optimization, surfaced in the response.
- */
-@Immutable
-public final class DatasetInfo implements JsonSerializable {
-
-    /*
-     * Dataset name when using a registered dataset reference. Null for inline datasets.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Dataset version when using a registered dataset reference. Null for inline datasets.
-     */
-    @Generated
-    private String version;
-
-    /*
-     * Number of tasks/rows in the dataset.
-     */
-    @Generated
-    private final int taskCount;
-
-    /*
-     * True when the dataset was provided inline in the request body.
-     */
-    @Generated
-    private final boolean isInline;
-
-    /**
-     * Creates an instance of DatasetInfo class.
-     *
-     * @param taskCount the taskCount value to set.
-     * @param isInline the isInline value to set.
-     */
-    @Generated
-    private DatasetInfo(int taskCount, boolean isInline) {
-        this.taskCount = taskCount;
-        this.isInline = isInline;
-    }
-
-    /**
-     * Get the name property: Dataset name when using a registered dataset reference. Null for inline datasets.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Get the version property: Dataset version when using a registered dataset reference. Null for inline datasets.
-     *
-     * @return the version value.
-     */
-    @Generated
-    public String getVersion() {
-        return this.version;
-    }
-
-    /**
-     * Get the taskCount property: Number of tasks/rows in the dataset.
-     *
-     * @return the taskCount value.
-     */
-    @Generated
-    public int getTaskCount() {
-        return this.taskCount;
-    }
-
-    /**
-     * Get the isInline property: True when the dataset was provided inline in the request body.
-     *
-     * @return the isInline value.
-     */
-    @Generated
-    public boolean isInline() {
-        return this.isInline;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeIntField("task_count", this.taskCount);
-        jsonWriter.writeBooleanField("is_inline", this.isInline);
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("version", this.version);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of DatasetInfo from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of DatasetInfo if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the DatasetInfo.
-     */
-    @Generated
-    public static DatasetInfo fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            int taskCount = 0;
-            boolean isInline = false;
-            String name = null;
-            String version = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("task_count".equals(fieldName)) {
-                    taskCount = reader.getInt();
-                } else if ("is_inline".equals(fieldName)) {
-                    isInline = reader.getBoolean();
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("version".equals(fieldName)) {
-                    version = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            DatasetInfo deserializedDatasetInfo = new DatasetInfo(taskCount, isInline);
-            deserializedDatasetInfo.name = name;
-            deserializedDatasetInfo.version = version;
-            return deserializedDatasetInfo;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java
new file mode 100644
index 000000000000..1ced5cb78660
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java
@@ -0,0 +1,57 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * The EmptyModelParam model.
+ */
+@Immutable
+public final class EmptyModelParam implements JsonSerializable {
+
+    /**
+     * Creates an instance of EmptyModelParam class.
+     */
+    @Generated
+    public EmptyModelParam() {
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of EmptyModelParam from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of EmptyModelParam if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IOException If an error occurs while reading the EmptyModelParam.
+     */
+    @Generated
+    public static EmptyModelParam fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            EmptyModelParam deserializedEmptyModelParam = new EmptyModelParam();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                reader.skipChildren();
+            }
+            return deserializedEmptyModelParam;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionTool.java
index b7f39d5ce3b7..4384ee048948 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionTool.java
@@ -132,6 +132,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeBooleanField("strict", this.strict);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         return jsonWriter.writeEndObject();
     }
 
@@ -152,6 +153,7 @@ public static FunctionTool fromJson(JsonReader jsonReader) throws IOException {
             Boolean strict = null;
             ToolType type = ToolType.FUNCTION;
             String description = null;
+            Boolean deferLoading = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -166,6 +168,8 @@ public static FunctionTool fromJson(JsonReader jsonReader) throws IOException {
                     type = ToolType.fromString(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
+                } else if ("defer_loading".equals(fieldName)) {
+                    deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -173,6 +177,7 @@ public static FunctionTool fromJson(JsonReader jsonReader) throws IOException {
             FunctionTool deserializedFunctionTool = new FunctionTool(name, parameters, strict);
             deserializedFunctionTool.type = type;
             deserializedFunctionTool.description = description;
+            deserializedFunctionTool.deferLoading = deferLoading;
             return deserializedFunctionTool;
         });
     }
@@ -190,4 +195,32 @@ public FunctionTool(String name, Map parameters, Boolean str
         this.parameters = parameters;
         this.strict = strict;
     }
+
+    /*
+     * Whether this function is deferred and loaded via tool search.
+     */
+    @Generated
+    private Boolean deferLoading;
+
+    /**
+     * Get the deferLoading property: Whether this function is deferred and loaded via tool search.
+     *
+     * @return the deferLoading value.
+     */
+    @Generated
+    public Boolean isDeferLoading() {
+        return this.deferLoading;
+    }
+
+    /**
+     * Set the deferLoading property: Whether this function is deferred and loaded via tool search.
+     *
+     * @param deferLoading the deferLoading value to set.
+     * @return the FunctionTool object itself.
+     */
+    @Generated
+    public FunctionTool setDeferLoading(Boolean deferLoading) {
+        this.deferLoading = deferLoading;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
new file mode 100644
index 000000000000..7c9ba539a1a6
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
@@ -0,0 +1,232 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * The FunctionToolParam model.
+ */
+@Fluent
+public final class FunctionToolParam implements JsonSerializable {
+
+    /*
+     * The name property.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * The description property.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * The parameters property.
+     */
+    @Generated
+    private EmptyModelParam parameters;
+
+    /*
+     * The strict property.
+     */
+    @Generated
+    private Boolean strict;
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private final String type = "function";
+
+    /*
+     * Whether this function should be deferred and discovered via tool search.
+     */
+    @Generated
+    private Boolean deferLoading;
+
+    /**
+     * Creates an instance of FunctionToolParam class.
+     *
+     * @param name the name value to set.
+     */
+    @Generated
+    public FunctionToolParam(String name) {
+        this.name = name;
+    }
+
+    /**
+     * Get the name property: The name property.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the description property: The description property.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: The description property.
+     *
+     * @param description the description value to set.
+     * @return the FunctionToolParam object itself.
+     */
+    @Generated
+    public FunctionToolParam setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the parameters property: The parameters property.
+     *
+     * @return the parameters value.
+     */
+    @Generated
+    public EmptyModelParam getParameters() {
+        return this.parameters;
+    }
+
+    /**
+     * Set the parameters property: The parameters property.
+     *
+     * @param parameters the parameters value to set.
+     * @return the FunctionToolParam object itself.
+     */
+    @Generated
+    public FunctionToolParam setParameters(EmptyModelParam parameters) {
+        this.parameters = parameters;
+        return this;
+    }
+
+    /**
+     * Get the strict property: The strict property.
+     *
+     * @return the strict value.
+     */
+    @Generated
+    public Boolean isStrict() {
+        return this.strict;
+    }
+
+    /**
+     * Set the strict property: The strict property.
+     *
+     * @param strict the strict value to set.
+     * @return the FunctionToolParam object itself.
+     */
+    @Generated
+    public FunctionToolParam setStrict(Boolean strict) {
+        this.strict = strict;
+        return this;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public String getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the deferLoading property: Whether this function should be deferred and discovered via tool search.
+     *
+     * @return the deferLoading value.
+     */
+    @Generated
+    public Boolean isDeferLoading() {
+        return this.deferLoading;
+    }
+
+    /**
+     * Set the deferLoading property: Whether this function should be deferred and discovered via tool search.
+     *
+     * @param deferLoading the deferLoading value to set.
+     * @return the FunctionToolParam object itself.
+     */
+    @Generated
+    public FunctionToolParam setDeferLoading(Boolean deferLoading) {
+        this.deferLoading = deferLoading;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeJsonField("parameters", this.parameters);
+        jsonWriter.writeBooleanField("strict", this.strict);
+        jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of FunctionToolParam from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of FunctionToolParam if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the FunctionToolParam.
+     */
+    @Generated
+    public static FunctionToolParam fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            EmptyModelParam parameters = null;
+            Boolean strict = null;
+            Boolean deferLoading = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("parameters".equals(fieldName)) {
+                    parameters = EmptyModelParam.fromJson(reader);
+                } else if ("strict".equals(fieldName)) {
+                    strict = reader.getNullable(JsonReader::getBoolean);
+                } else if ("defer_loading".equals(fieldName)) {
+                    deferLoading = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            FunctionToolParam deserializedFunctionToolParam = new FunctionToolParam(name);
+            deserializedFunctionToolParam.description = description;
+            deserializedFunctionToolParam.parameters = parameters;
+            deserializedFunctionToolParam.strict = strict;
+            deserializedFunctionToolParam.deferLoading = deferLoading;
+            return deserializedFunctionToolParam;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
index 43bfffada030..0091334693b4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
@@ -39,8 +39,13 @@ public final class ImageGenTool extends Tool {
     private ImageGenToolQuality quality;
 
     /*
-     * The size of the generated image. One of `1024x1024`, `1024x1536`,
-     * `1536x1024`, or `auto`. Default: `auto`.
+     * The size of the generated images. For `gpt-image-2` and `gpt-image-2-2026-04-21`, arbitrary resolutions are
+     * supported as `WIDTHxHEIGHT` strings, for example `1536x864`. Width and height must both be divisible by 16 and
+     * the requested aspect ratio must be between 1:3 and 3:1. Resolutions above `2560x1440` are experimental, and the
+     * maximum supported resolution is `3840x2160`. The requested size must also satisfy the model's current pixel and
+     * edge limits. The standard sizes `1024x1024`, `1536x1024`, and `1024x1536` are supported by the GPT image models;
+     * `auto` is supported for models that allow automatic sizing. For `dall-e-2`, use one of `256x256`, `512x512`, or
+     * `1024x1024`. For `dall-e-3`, use one of `1024x1024`, `1792x1024`, or `1024x1792`.
      */
     @Generated
     private ImageGenToolSize size;
@@ -149,8 +154,13 @@ public ImageGenTool setQuality(ImageGenToolQuality quality) {
     }
 
     /**
-     * Get the size property: The size of the generated image. One of `1024x1024`, `1024x1536`,
-     * `1536x1024`, or `auto`. Default: `auto`.
+     * Get the size property: The size of the generated images. For `gpt-image-2` and `gpt-image-2-2026-04-21`,
+     * arbitrary resolutions are supported as `WIDTHxHEIGHT` strings, for example `1536x864`. Width and height must both
+     * be divisible by 16 and the requested aspect ratio must be between 1:3 and 3:1. Resolutions above `2560x1440` are
+     * experimental, and the maximum supported resolution is `3840x2160`. The requested size must also satisfy the
+     * model's current pixel and edge limits. The standard sizes `1024x1024`, `1536x1024`, and `1024x1536` are supported
+     * by the GPT image models; `auto` is supported for models that allow automatic sizing. For `dall-e-2`, use one of
+     * `256x256`, `512x512`, or `1024x1024`. For `dall-e-3`, use one of `1024x1024`, `1792x1024`, or `1024x1792`.
      *
      * @return the size value.
      */
@@ -160,8 +170,13 @@ public ImageGenToolSize getSize() {
     }
 
     /**
-     * Set the size property: The size of the generated image. One of `1024x1024`, `1024x1536`,
-     * `1536x1024`, or `auto`. Default: `auto`.
+     * Set the size property: The size of the generated images. For `gpt-image-2` and `gpt-image-2-2026-04-21`,
+     * arbitrary resolutions are supported as `WIDTHxHEIGHT` strings, for example `1536x864`. Width and height must both
+     * be divisible by 16 and the requested aspect ratio must be between 1:3 and 3:1. Resolutions above `2560x1440` are
+     * experimental, and the maximum supported resolution is `3840x2160`. The requested size must also satisfy the
+     * model's current pixel and edge limits. The standard sizes `1024x1024`, `1536x1024`, and `1024x1536` are supported
+     * by the GPT image models; `auto` is supported for models that allow automatic sizing. For `dall-e-2`, use one of
+     * `256x256`, `512x512`, or `1024x1024`. For `dall-e-3`, use one of `1024x1024`, `1792x1024`, or `1024x1792`.
      *
      * @param size the size value to set.
      * @return the ImageGenTool object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IncludeEnum.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IncludeEnum.java
index 2bdd1d627ee3..c994dd2dda60 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IncludeEnum.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IncludeEnum.java
@@ -9,6 +9,7 @@
 
 /**
  * Specify additional output data to include in the model response. Currently supported values are:
+ * - `web_search_call.results`: Include the search results of the web search tool call.
  * - `web_search_call.action.sources`: Include the sources of the web search tool call.
  * - `code_interpreter_call.outputs`: Includes the outputs of python code execution in code interpreter tool call items.
  * - `computer_call_output.output.image_url`: Include image urls from the computer call output.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
index fef484e701ba..542435e20fef 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
@@ -434,6 +434,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeFieldName("require_approval");
             this.requireApproval.writeTo(jsonWriter);
         }
+        jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
         jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
@@ -460,6 +461,7 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
             Map headers = null;
             BinaryData allowedTools = null;
             BinaryData requireApproval = null;
+            Boolean deferLoading = null;
             String projectConnectionId = null;
             Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -485,6 +487,8 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("require_approval".equals(fieldName)) {
                     requireApproval
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("defer_loading".equals(fieldName)) {
+                    deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else if ("project_connection_id".equals(fieldName)) {
                     projectConnectionId = reader.getString();
                 } else if ("tool_configs".equals(fieldName)) {
@@ -502,6 +506,7 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
             deserializedMcpTool.headers = headers;
             deserializedMcpTool.allowedTools = allowedTools;
             deserializedMcpTool.requireApproval = requireApproval;
+            deserializedMcpTool.deferLoading = deferLoading;
             deserializedMcpTool.projectConnectionId = projectConnectionId;
             deserializedMcpTool.toolConfigs = toolConfigs;
             return deserializedMcpTool;
@@ -564,4 +569,32 @@ public McpTool setToolConfigs(Map toolConfigs) {
         this.toolConfigs = toolConfigs;
         return this;
     }
+
+    /*
+     * Whether this MCP tool is deferred and discovered via tool search.
+     */
+    @Generated
+    private Boolean deferLoading;
+
+    /**
+     * Get the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
+     *
+     * @return the deferLoading value.
+     */
+    @Generated
+    public Boolean isDeferLoading() {
+        return this.deferLoading;
+    }
+
+    /**
+     * Set the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
+     *
+     * @param deferLoading the deferLoading value to set.
+     * @return the McpTool object itself.
+     */
+    @Generated
+    public McpTool setDeferLoading(Boolean deferLoading) {
+        this.deferLoading = deferLoading;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
new file mode 100644
index 000000000000..4afa9db61f61
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
@@ -0,0 +1,159 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Namespace
+ *
+ * Groups function/custom tools under a shared namespace.
+ */
+@Immutable
+public final class NamespaceToolParam extends Tool {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private ToolType type = ToolType.NAMESPACE;
+
+    /*
+     * The namespace name used in tool calls (for example, `crm`).
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * A description of the namespace shown to the model.
+     */
+    @Generated
+    private final String description;
+
+    /*
+     * The function/custom tools available inside this namespace.
+     */
+    @Generated
+    private final List tools;
+
+    /**
+     * Creates an instance of NamespaceToolParam class.
+     *
+     * @param name the name value to set.
+     * @param description the description value to set.
+     * @param tools the tools value to set.
+     */
+    @Generated
+    public NamespaceToolParam(String name, String description, List tools) {
+        this.name = name;
+        this.description = description;
+        this.tools = tools;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The namespace name used in tool calls (for example, `crm`).
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the description property: A description of the namespace shown to the model.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Get the tools property: The function/custom tools available inside this namespace.
+     *
+     * @return the tools value.
+     */
+    @Generated
+    public List getTools() {
+        return this.tools;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                element.writeTo(writer);
+            }
+        });
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of NamespaceToolParam from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of NamespaceToolParam if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the NamespaceToolParam.
+     */
+    @Generated
+    public static NamespaceToolParam fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            List tools = null;
+            ToolType type = ToolType.NAMESPACE;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tools".equals(fieldName)) {
+                    tools = reader.readArray(reader1 -> reader1
+                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                } else if ("type".equals(fieldName)) {
+                    type = ToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            NamespaceToolParam deserializedNamespaceToolParam = new NamespaceToolParam(name, description, tools);
+            deserializedNamespaceToolParam.type = type;
+            return deserializedNamespaceToolParam;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java
deleted file mode 100644
index dc2b2666b2d3..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java
+++ /dev/null
@@ -1,195 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Agent definition returned in response payloads (includes resolved config).
- */
-@Immutable
-public final class OptimizationAgentDefinition implements JsonSerializable {
-
-    /*
-     * Agent name.
-     */
-    @Generated
-    private String agentName;
-
-    /*
-     * Agent version.
-     */
-    @Generated
-    private String agentVersion;
-
-    /*
-     * Model deployment name.
-     */
-    @Generated
-    private String model;
-
-    /*
-     * System prompt / instructions.
-     */
-    @Generated
-    private String systemPrompt;
-
-    /*
-     * Agent skills.
-     */
-    @Generated
-    private List> skills;
-
-    /**
-     * Get the agentName property: Agent name.
-     *
-     * @return the agentName value.
-     */
-    @Generated
-    public String getAgentName() {
-        return this.agentName;
-    }
-
-    /**
-     * Get the agentVersion property: Agent version.
-     *
-     * @return the agentVersion value.
-     */
-    @Generated
-    public String getAgentVersion() {
-        return this.agentVersion;
-    }
-
-    /**
-     * Get the model property: Model deployment name.
-     *
-     * @return the model value.
-     */
-    @Generated
-    public String getModel() {
-        return this.model;
-    }
-
-    /**
-     * Get the systemPrompt property: System prompt / instructions.
-     *
-     * @return the systemPrompt value.
-     */
-    @Generated
-    public String getSystemPrompt() {
-        return this.systemPrompt;
-    }
-
-    /**
-     * Get the skills property: Agent skills.
-     *
-     * @return the skills value.
-     */
-    @Generated
-    public List> getSkills() {
-        return this.skills;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("agent_version", this.agentVersion);
-        jsonWriter.writeStringField("model", this.model);
-        jsonWriter.writeStringField("system_prompt", this.systemPrompt);
-        jsonWriter.writeArrayField("skills", this.skills,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        jsonWriter.writeArrayField("tools", this.tools,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of OptimizationAgentDefinition from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of OptimizationAgentDefinition if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the OptimizationAgentDefinition.
-     */
-    @Generated
-    public static OptimizationAgentDefinition fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            OptimizationAgentDefinition deserializedOptimizationAgentDefinition = new OptimizationAgentDefinition();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("agent_name".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.agentName = reader.getString();
-                } else if ("agent_version".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.agentVersion = reader.getString();
-                } else if ("model".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.model = reader.getString();
-                } else if ("system_prompt".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.systemPrompt = reader.getString();
-                } else if ("skills".equals(fieldName)) {
-                    List> skills
-                        = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                            .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedOptimizationAgentDefinition.skills = skills;
-                } else if ("tools".equals(fieldName)) {
-                    List> tools = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedOptimizationAgentDefinition.tools = tools;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedOptimizationAgentDefinition;
-        });
-    }
-
-    /*
-     * Agent tools.
-     */
-    @Generated
-    private List> tools;
-
-    /**
-     * Creates an instance of OptimizationAgentDefinition class.
-     */
-    @Generated
-    private OptimizationAgentDefinition() {
-    }
-
-    /**
-     * Get the tools property: Agent tools.
-     *
-     * @return the tools value.
-     */
-    @Generated
-    public List> getTools() {
-        return this.tools;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentifier.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
similarity index 74%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentifier.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
index 267090138d66..7699152b3738 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentifier.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
@@ -16,7 +16,7 @@
  * options.optimization_config.
  */
 @Fluent
-public final class AgentIdentifier implements JsonSerializable {
+public final class OptimizationAgentIdentifier implements JsonSerializable {
 
     /*
      * Registered Foundry agent name (required).
@@ -31,12 +31,12 @@ public final class AgentIdentifier implements JsonSerializable
     private String agentVersion;
 
     /**
-     * Creates an instance of AgentIdentifier class.
+     * Creates an instance of OptimizationAgentIdentifier class.
      *
      * @param agentName the agentName value to set.
      */
     @Generated
-    public AgentIdentifier(String agentName) {
+    public OptimizationAgentIdentifier(String agentName) {
         this.agentName = agentName;
     }
 
@@ -64,10 +64,10 @@ public String getAgentVersion() {
      * Set the agentVersion property: Pinned agent version. Defaults to latest if omitted.
      *
      * @param agentVersion the agentVersion value to set.
-     * @return the AgentIdentifier object itself.
+     * @return the OptimizationAgentIdentifier object itself.
      */
     @Generated
-    public AgentIdentifier setAgentVersion(String agentVersion) {
+    public OptimizationAgentIdentifier setAgentVersion(String agentVersion) {
         this.agentVersion = agentVersion;
         return this;
     }
@@ -85,16 +85,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of AgentIdentifier from the JsonReader.
+     * Reads an instance of OptimizationAgentIdentifier from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of AgentIdentifier if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
+     * @return An instance of OptimizationAgentIdentifier if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the AgentIdentifier.
+     * @throws IOException If an error occurs while reading the OptimizationAgentIdentifier.
      */
     @Generated
-    public static AgentIdentifier fromJson(JsonReader jsonReader) throws IOException {
+    public static OptimizationAgentIdentifier fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String agentName = null;
             String agentVersion = null;
@@ -109,9 +109,10 @@ public static AgentIdentifier fromJson(JsonReader jsonReader) throws IOException
                     reader.skipChildren();
                 }
             }
-            AgentIdentifier deserializedAgentIdentifier = new AgentIdentifier(agentName);
-            deserializedAgentIdentifier.agentVersion = agentVersion;
-            return deserializedAgentIdentifier;
+            OptimizationAgentIdentifier deserializedOptimizationAgentIdentifier
+                = new OptimizationAgentIdentifier(agentName);
+            deserializedOptimizationAgentIdentifier.agentVersion = agentVersion;
+            return deserializedOptimizationAgentIdentifier;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
index d9c3e70600ad..911e54649202 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
@@ -11,7 +11,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.List;
 import java.util.Map;
 
 /**
@@ -32,35 +31,11 @@ public final class OptimizationCandidate implements JsonSerializable mutations;
-
-    /*
-     * Fraction of tasks that met the pass threshold.
-     */
-    @Generated
-    private final double passRate;
-
-    /*
-     * Individual task-level scores.
-     */
-    @Generated
-    private final List taskScores;
-
-    /*
-     * Whether this candidate is on the Pareto frontier (score vs cost).
-     */
-    @Generated
-    private final boolean isParetoOptimal;
+    private Map mutations;
 
     /**
      * Get the candidateId property: Server-assigned candidate identifier. Use with GET /candidates/{id} sub-endpoints.
@@ -82,16 +57,6 @@ public String getName() {
         return this.name;
     }
 
-    /**
-     * Get the config property: The agent configuration that produced this candidate.
-     *
-     * @return the config value.
-     */
-    @Generated
-    public OptimizationAgentDefinition getConfig() {
-        return this.config;
-    }
-
     /**
      * Get the mutations property: What was mutated from the baseline (e.g., {system_prompt: 'new prompt'}).
      *
@@ -102,36 +67,6 @@ public Map getMutations() {
         return this.mutations;
     }
 
-    /**
-     * Get the passRate property: Fraction of tasks that met the pass threshold.
-     *
-     * @return the passRate value.
-     */
-    @Generated
-    public double getPassRate() {
-        return this.passRate;
-    }
-
-    /**
-     * Get the taskScores property: Individual task-level scores.
-     *
-     * @return the taskScores value.
-     */
-    @Generated
-    public List getTaskScores() {
-        return this.taskScores;
-    }
-
-    /**
-     * Get the isParetoOptimal property: Whether this candidate is on the Pareto frontier (score vs cost).
-     *
-     * @return the isParetoOptimal value.
-     */
-    @Generated
-    public boolean isParetoOptimal() {
-        return this.isParetoOptimal;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -140,7 +75,9 @@ public boolean isParetoOptimal() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeJsonField("config", this.config);
+        jsonWriter.writeDoubleField("avg_score", this.averageScore);
+        jsonWriter.writeDoubleField("avg_tokens", this.averageTokens);
+        jsonWriter.writeStringField("candidate_id", this.candidateId);
         jsonWriter.writeMapField("mutations", this.mutations, (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
@@ -148,12 +85,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
                 element.writeTo(writer);
             }
         });
-        jsonWriter.writeDoubleField("avg_score", this.averageScore);
-        jsonWriter.writeDoubleField("avg_tokens", this.averageTokens);
-        jsonWriter.writeDoubleField("pass_rate", this.passRate);
-        jsonWriter.writeArrayField("task_scores", this.taskScores, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeBooleanField("is_pareto_optimal", this.isParetoOptimal);
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
         jsonWriter.writeStringField("eval_id", this.evaluationId);
         jsonWriter.writeStringField("eval_run_id", this.evaluationRunId);
         jsonWriter.writeJsonField("promotion", this.promotion);
@@ -173,14 +104,10 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
-            OptimizationAgentDefinition config = null;
-            Map mutations = null;
             double averageScore = 0.0;
             double averageTokens = 0.0;
-            double passRate = 0.0;
-            List taskScores = null;
-            boolean isParetoOptimal = false;
             String candidateId = null;
+            Map mutations = null;
             String evaluationId = null;
             String evaluationRunId = null;
             PromotionInfo promotion = null;
@@ -189,23 +116,15 @@ public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOExc
                 reader.nextToken();
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
-                } else if ("config".equals(fieldName)) {
-                    config = OptimizationAgentDefinition.fromJson(reader);
-                } else if ("mutations".equals(fieldName)) {
-                    mutations = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
                 } else if ("avg_score".equals(fieldName)) {
                     averageScore = reader.getDouble();
                 } else if ("avg_tokens".equals(fieldName)) {
                     averageTokens = reader.getDouble();
-                } else if ("pass_rate".equals(fieldName)) {
-                    passRate = reader.getDouble();
-                } else if ("task_scores".equals(fieldName)) {
-                    taskScores = reader.readArray(reader1 -> OptimizationTaskResult.fromJson(reader1));
-                } else if ("is_pareto_optimal".equals(fieldName)) {
-                    isParetoOptimal = reader.getBoolean();
                 } else if ("candidate_id".equals(fieldName)) {
                     candidateId = reader.getString();
+                } else if ("mutations".equals(fieldName)) {
+                    mutations = reader.readMap(reader1 -> reader1
+                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
                 } else if ("eval_id".equals(fieldName)) {
                     evaluationId = reader.getString();
                 } else if ("eval_run_id".equals(fieldName)) {
@@ -216,9 +135,10 @@ public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOExc
                     reader.skipChildren();
                 }
             }
-            OptimizationCandidate deserializedOptimizationCandidate = new OptimizationCandidate(name, config, mutations,
-                averageScore, averageTokens, passRate, taskScores, isParetoOptimal);
+            OptimizationCandidate deserializedOptimizationCandidate
+                = new OptimizationCandidate(name, averageScore, averageTokens);
             deserializedOptimizationCandidate.candidateId = candidateId;
+            deserializedOptimizationCandidate.mutations = mutations;
             deserializedOptimizationCandidate.evaluationId = evaluationId;
             deserializedOptimizationCandidate.evaluationRunId = evaluationRunId;
             deserializedOptimizationCandidate.promotion = promotion;
@@ -232,32 +152,6 @@ public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOExc
     @Generated
     private PromotionInfo promotion;
 
-    /**
-     * Creates an instance of OptimizationCandidate class.
-     *
-     * @param name the name value to set.
-     * @param config the config value to set.
-     * @param mutations the mutations value to set.
-     * @param averageScore the averageScore value to set.
-     * @param averageTokens the averageTokens value to set.
-     * @param passRate the passRate value to set.
-     * @param taskScores the taskScores value to set.
-     * @param isParetoOptimal the isParetoOptimal value to set.
-     */
-    @Generated
-    private OptimizationCandidate(String name, OptimizationAgentDefinition config, Map mutations,
-        double averageScore, double averageTokens, double passRate, List taskScores,
-        boolean isParetoOptimal) {
-        this.name = name;
-        this.config = config;
-        this.mutations = mutations;
-        this.averageScore = averageScore;
-        this.averageTokens = averageTokens;
-        this.passRate = passRate;
-        this.taskScores = taskScores;
-        this.isParetoOptimal = isParetoOptimal;
-    }
-
     /**
      * Get the promotion property: Promotion metadata. Null if the candidate has not been promoted.
      *
@@ -331,4 +225,18 @@ public String getEvaluationId() {
     public String getEvaluationRunId() {
         return this.evaluationRunId;
     }
+
+    /**
+     * Creates an instance of OptimizationCandidate class.
+     *
+     * @param name the name value to set.
+     * @param averageScore the averageScore value to set.
+     * @param averageTokens the averageTokens value to set.
+     */
+    @Generated
+    private OptimizationCandidate(String name, double averageScore, double averageTokens) {
+        this.name = name;
+        this.averageScore = averageScore;
+        this.averageTokens = averageTokens;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
new file mode 100644
index 000000000000..6fe88bbe0082
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Evaluation criterion: a name + instruction pair used for per-item scoring.
+ */
+@Immutable
+public final class OptimizationDatasetCriterion implements JsonSerializable {
+
+    /*
+     * Criterion name.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * Criterion instruction / description.
+     */
+    @Generated
+    private final String instruction;
+
+    /**
+     * Creates an instance of OptimizationDatasetCriterion class.
+     *
+     * @param name the name value to set.
+     * @param instruction the instruction value to set.
+     */
+    @Generated
+    public OptimizationDatasetCriterion(String name, String instruction) {
+        this.name = name;
+        this.instruction = instruction;
+    }
+
+    /**
+     * Get the name property: Criterion name.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the instruction property: Criterion instruction / description.
+     *
+     * @return the instruction value.
+     */
+    @Generated
+    public String getInstruction() {
+        return this.instruction;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("instruction", this.instruction);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationDatasetCriterion from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationDatasetCriterion if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationDatasetCriterion.
+     */
+    @Generated
+    public static OptimizationDatasetCriterion fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String instruction = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("instruction".equals(fieldName)) {
+                    instruction = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return new OptimizationDatasetCriterion(name, instruction);
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
new file mode 100644
index 000000000000..0f6771540b81
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
@@ -0,0 +1,108 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Base discriminated model for dataset input. Either inline items or a registered reference.
+ */
+@Immutable
+public class OptimizationDatasetInput implements JsonSerializable {
+
+    /*
+     * Dataset input type discriminator.
+     */
+    @Generated
+    private OptimizationDatasetInputType type = OptimizationDatasetInputType.fromString("OptimizationDatasetInput");
+
+    /**
+     * Creates an instance of OptimizationDatasetInput class.
+     */
+    @Generated
+    public OptimizationDatasetInput() {
+    }
+
+    /**
+     * Get the type property: Dataset input type discriminator.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public OptimizationDatasetInputType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationDatasetInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationDatasetInput if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the OptimizationDatasetInput.
+     */
+    @Generated
+    public static OptimizationDatasetInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("inline".equals(discriminatorValue)) {
+                    return OptimizationInlineDatasetInput.fromJson(readerToUse.reset());
+                } else if ("reference".equals(discriminatorValue)) {
+                    return OptimizationReferenceDatasetInput.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static OptimizationDatasetInput fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OptimizationDatasetInput deserializedOptimizationDatasetInput = new OptimizationDatasetInput();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedOptimizationDatasetInput.type
+                        = OptimizationDatasetInputType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedOptimizationDatasetInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
new file mode 100644
index 000000000000..6c635a423f96
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
@@ -0,0 +1,57 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Discriminator values for the dataset input union.
+ */
+public final class OptimizationDatasetInputType extends ExpandableStringEnum {
+
+    /**
+     * Inline dataset — items are provided directly in the request body.
+     */
+    @Generated
+    public static final OptimizationDatasetInputType INLINE = fromString("inline");
+
+    /**
+     * Reference to a registered Foundry dataset by name and version.
+     */
+    @Generated
+    public static final OptimizationDatasetInputType REFERENCE = fromString("reference");
+
+    /**
+     * Creates a new instance of OptimizationDatasetInputType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public OptimizationDatasetInputType() {
+    }
+
+    /**
+     * Creates or finds a OptimizationDatasetInputType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding OptimizationDatasetInputType.
+     */
+    @Generated
+    public static OptimizationDatasetInputType fromString(String name) {
+        return fromString(name, OptimizationDatasetInputType.class);
+    }
+
+    /**
+     * Gets known OptimizationDatasetInputType values.
+     *
+     * @return known OptimizationDatasetInputType values.
+     */
+    @Generated
+    public static Collection values() {
+        return values(OptimizationDatasetInputType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
new file mode 100644
index 000000000000..bb18d12805dd
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
@@ -0,0 +1,186 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * A single item in an inline dataset.
+ */
+@Fluent
+public final class OptimizationDatasetItem implements JsonSerializable {
+
+    /*
+     * The user query / prompt.
+     */
+    @Generated
+    private String query;
+
+    /*
+     * Expected ground truth answer.
+     */
+    @Generated
+    private String groundTruth;
+
+    /*
+     * Desired number of conversation turns for simulation mode (1-20).
+     */
+    @Generated
+    private Integer desiredNumTurns;
+
+    /*
+     * Per-item evaluation criteria.
+     */
+    @Generated
+    private List criteria;
+
+    /**
+     * Creates an instance of OptimizationDatasetItem class.
+     */
+    @Generated
+    public OptimizationDatasetItem() {
+    }
+
+    /**
+     * Get the query property: The user query / prompt.
+     *
+     * @return the query value.
+     */
+    @Generated
+    public String getQuery() {
+        return this.query;
+    }
+
+    /**
+     * Set the query property: The user query / prompt.
+     *
+     * @param query the query value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setQuery(String query) {
+        this.query = query;
+        return this;
+    }
+
+    /**
+     * Get the groundTruth property: Expected ground truth answer.
+     *
+     * @return the groundTruth value.
+     */
+    @Generated
+    public String getGroundTruth() {
+        return this.groundTruth;
+    }
+
+    /**
+     * Set the groundTruth property: Expected ground truth answer.
+     *
+     * @param groundTruth the groundTruth value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setGroundTruth(String groundTruth) {
+        this.groundTruth = groundTruth;
+        return this;
+    }
+
+    /**
+     * Get the desiredNumTurns property: Desired number of conversation turns for simulation mode (1-20).
+     *
+     * @return the desiredNumTurns value.
+     */
+    @Generated
+    public Integer getDesiredNumTurns() {
+        return this.desiredNumTurns;
+    }
+
+    /**
+     * Set the desiredNumTurns property: Desired number of conversation turns for simulation mode (1-20).
+     *
+     * @param desiredNumTurns the desiredNumTurns value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setDesiredNumTurns(Integer desiredNumTurns) {
+        this.desiredNumTurns = desiredNumTurns;
+        return this;
+    }
+
+    /**
+     * Get the criteria property: Per-item evaluation criteria.
+     *
+     * @return the criteria value.
+     */
+    @Generated
+    public List getCriteria() {
+        return this.criteria;
+    }
+
+    /**
+     * Set the criteria property: Per-item evaluation criteria.
+     *
+     * @param criteria the criteria value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setCriteria(List criteria) {
+        this.criteria = criteria;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("query", this.query);
+        jsonWriter.writeStringField("ground_truth", this.groundTruth);
+        jsonWriter.writeNumberField("desired_num_turns", this.desiredNumTurns);
+        jsonWriter.writeArrayField("criteria", this.criteria, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationDatasetItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationDatasetItem if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the OptimizationDatasetItem.
+     */
+    @Generated
+    public static OptimizationDatasetItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OptimizationDatasetItem deserializedOptimizationDatasetItem = new OptimizationDatasetItem();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("query".equals(fieldName)) {
+                    deserializedOptimizationDatasetItem.query = reader.getString();
+                } else if ("ground_truth".equals(fieldName)) {
+                    deserializedOptimizationDatasetItem.groundTruth = reader.getString();
+                } else if ("desired_num_turns".equals(fieldName)) {
+                    deserializedOptimizationDatasetItem.desiredNumTurns = reader.getNullable(JsonReader::getInt);
+                } else if ("criteria".equals(fieldName)) {
+                    List criteria
+                        = reader.readArray(reader1 -> OptimizationDatasetCriterion.fromJson(reader1));
+                    deserializedOptimizationDatasetItem.criteria = criteria;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedOptimizationDatasetItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetRef.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
similarity index 63%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetRef.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
index 397f1a0fe424..e5a791a52f26 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetRef.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
@@ -12,35 +12,35 @@
 import java.io.IOException;
 
 /**
- * Reference to a registered dataset in the Foundry Dataset Service.
+ * Reference to a named evaluator, optionally pinned to a version.
  */
 @Fluent
-public final class DatasetRef implements JsonSerializable {
+public final class OptimizationEvaluatorRef implements JsonSerializable {
 
     /*
-     * Dataset name.
+     * Evaluator name.
      */
     @Generated
     private final String name;
 
     /*
-     * Dataset version. If not specified, the latest version is used.
+     * Evaluator version. If not specified, the latest version is used.
      */
     @Generated
     private String version;
 
     /**
-     * Creates an instance of DatasetRef class.
+     * Creates an instance of OptimizationEvaluatorRef class.
      *
      * @param name the name value to set.
      */
     @Generated
-    public DatasetRef(String name) {
+    public OptimizationEvaluatorRef(String name) {
         this.name = name;
     }
 
     /**
-     * Get the name property: Dataset name.
+     * Get the name property: Evaluator name.
      *
      * @return the name value.
      */
@@ -50,7 +50,7 @@ public String getName() {
     }
 
     /**
-     * Get the version property: Dataset version. If not specified, the latest version is used.
+     * Get the version property: Evaluator version. If not specified, the latest version is used.
      *
      * @return the version value.
      */
@@ -60,13 +60,13 @@ public String getVersion() {
     }
 
     /**
-     * Set the version property: Dataset version. If not specified, the latest version is used.
+     * Set the version property: Evaluator version. If not specified, the latest version is used.
      *
      * @param version the version value to set.
-     * @return the DatasetRef object itself.
+     * @return the OptimizationEvaluatorRef object itself.
      */
     @Generated
-    public DatasetRef setVersion(String version) {
+    public OptimizationEvaluatorRef setVersion(String version) {
         this.version = version;
         return this;
     }
@@ -84,16 +84,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of DatasetRef from the JsonReader.
+     * Reads an instance of OptimizationEvaluatorRef from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of DatasetRef if the JsonReader was pointing to an instance of it, or null if it was pointing
-     * to JSON null.
+     * @return An instance of OptimizationEvaluatorRef if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the DatasetRef.
+     * @throws IOException If an error occurs while reading the OptimizationEvaluatorRef.
      */
     @Generated
-    public static DatasetRef fromJson(JsonReader jsonReader) throws IOException {
+    public static OptimizationEvaluatorRef fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String version = null;
@@ -108,9 +108,9 @@ public static DatasetRef fromJson(JsonReader jsonReader) throws IOException {
                     reader.skipChildren();
                 }
             }
-            DatasetRef deserializedDatasetRef = new DatasetRef(name);
-            deserializedDatasetRef.version = version;
-            return deserializedDatasetRef;
+            OptimizationEvaluatorRef deserializedOptimizationEvaluatorRef = new OptimizationEvaluatorRef(name);
+            deserializedOptimizationEvaluatorRef.version = version;
+            return deserializedOptimizationEvaluatorRef;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
new file mode 100644
index 000000000000..4a469a16d3ae
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
@@ -0,0 +1,106 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Inline dataset — items supplied directly in the request body.
+ */
+@Immutable
+public final class OptimizationInlineDatasetInput extends OptimizationDatasetInput {
+
+    /*
+     * Dataset input type discriminator.
+     */
+    @Generated
+    private OptimizationDatasetInputType type = OptimizationDatasetInputType.INLINE;
+
+    /*
+     * Dataset items.
+     */
+    @Generated
+    private final List items;
+
+    /**
+     * Creates an instance of OptimizationInlineDatasetInput class.
+     *
+     * @param items the items value to set.
+     */
+    @Generated
+    public OptimizationInlineDatasetInput(List items) {
+        this.items = items;
+    }
+
+    /**
+     * Get the type property: Dataset input type discriminator.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public OptimizationDatasetInputType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the items property: Dataset items.
+     *
+     * @return the items value.
+     */
+    @Generated
+    public List getItems() {
+        return this.items;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeArrayField("items", this.items, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationInlineDatasetInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationInlineDatasetInput if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationInlineDatasetInput.
+     */
+    @Generated
+    public static OptimizationInlineDatasetInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            List items = null;
+            OptimizationDatasetInputType type = OptimizationDatasetInputType.INLINE;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("items".equals(fieldName)) {
+                    items = reader.readArray(reader1 -> OptimizationDatasetItem.fromJson(reader1));
+                } else if ("type".equals(fieldName)) {
+                    type = OptimizationDatasetInputType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            OptimizationInlineDatasetInput deserializedOptimizationInlineDatasetInput
+                = new OptimizationInlineDatasetInput(items);
+            deserializedOptimizationInlineDatasetInput.type = type;
+            return deserializedOptimizationInlineDatasetInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
index 65a261c8d865..1fef61c046f3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
@@ -3,8 +3,8 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
@@ -13,12 +13,13 @@
 import java.time.Instant;
 import java.time.OffsetDateTime;
 import java.time.ZoneOffset;
+import java.util.List;
 
 /**
  * Agent optimization job resource — a long-running job that optimizes an agent's configuration (instructions, model,
  * skills, tools) to maximize evaluation scores. On success, the result contains scored candidates.
  */
-@Immutable
+@Fluent
 public final class OptimizationJob implements JsonSerializable {
 
     /*
@@ -58,13 +59,13 @@ public final class OptimizationJob implements JsonSerializable
     private long createdAt;
 
     /*
-     * The timestamp when the job was last updated (status, progress, or result change), represented in Unix time.
+     * The timestamp when the job was last updated, represented in Unix time.
      */
     @Generated
-    private Long updatedAt;
+    private long updatedAt;
 
     /*
-     * Progress while in flight. Absent in terminal states.
+     * Progress snapshot. May be present in terminal states reflecting last-known progress.
      */
     @Generated
     private OptimizationJobProgress progress;
@@ -73,7 +74,7 @@ public final class OptimizationJob implements JsonSerializable
      * Creates an instance of OptimizationJob class.
      */
     @Generated
-    private OptimizationJob() {
+    public OptimizationJob() {
     }
 
     /**
@@ -137,21 +138,17 @@ public OffsetDateTime getCreatedAt() {
     }
 
     /**
-     * Get the updatedAt property: The timestamp when the job was last updated (status, progress, or result change),
-     * represented in Unix time.
+     * Get the updatedAt property: The timestamp when the job was last updated, represented in Unix time.
      *
      * @return the updatedAt value.
      */
     @Generated
     public OffsetDateTime getUpdatedAt() {
-        if (this.updatedAt == null) {
-            return null;
-        }
         return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
     }
 
     /**
-     * Get the progress property: Progress while in flight. Absent in terminal states.
+     * Get the progress property: Progress snapshot. May be present in terminal states reflecting last-known progress.
      *
      * @return the progress value.
      */
@@ -193,18 +190,19 @@ public static OptimizationJob fromJson(JsonReader jsonReader) throws IOException
                     deserializedOptimizationJob.status = JobStatus.fromString(reader.getString());
                 } else if ("created_at".equals(fieldName)) {
                     deserializedOptimizationJob.createdAt = reader.getLong();
-                } else if ("error".equals(fieldName)) {
-                    deserializedOptimizationJob.error = ApiError.fromJson(reader);
-                } else if ("result".equals(fieldName)) {
-                    deserializedOptimizationJob.result = OptimizationJobResult.fromJson(reader);
+                } else if ("updated_at".equals(fieldName)) {
+                    deserializedOptimizationJob.updatedAt = reader.getLong();
                 } else if ("inputs".equals(fieldName)) {
                     deserializedOptimizationJob.inputs = OptimizationJobInputs.fromJson(reader);
-                } else if ("updated_at".equals(fieldName)) {
-                    deserializedOptimizationJob.updatedAt = reader.getNullable(JsonReader::getLong);
+                } else if ("result".equals(fieldName)) {
+                    deserializedOptimizationJob.result = OptimizationJobResult.fromJson(reader);
+                } else if ("error".equals(fieldName)) {
+                    deserializedOptimizationJob.error = ApiError.fromJson(reader);
                 } else if ("progress".equals(fieldName)) {
                     deserializedOptimizationJob.progress = OptimizationJobProgress.fromJson(reader);
-                } else if ("dataset".equals(fieldName)) {
-                    deserializedOptimizationJob.dataset = DatasetInfo.fromJson(reader);
+                } else if ("warnings".equals(fieldName)) {
+                    List warnings = reader.readArray(reader1 -> reader1.getString());
+                    deserializedOptimizationJob.warnings = warnings;
                 } else {
                     reader.skipChildren();
                 }
@@ -214,18 +212,30 @@ public static OptimizationJob fromJson(JsonReader jsonReader) throws IOException
     }
 
     /*
-     * Metadata about the dataset used for this optimization job.
+     * Non-fatal warnings emitted at any point during optimization.
+     */
+    @Generated
+    private List warnings;
+
+    /**
+     * Set the inputs property: Caller-supplied inputs.
+     *
+     * @param inputs the inputs value to set.
+     * @return the OptimizationJob object itself.
      */
     @Generated
-    private DatasetInfo dataset;
+    public OptimizationJob setInputs(OptimizationJobInputs inputs) {
+        this.inputs = inputs;
+        return this;
+    }
 
     /**
-     * Get the dataset property: Metadata about the dataset used for this optimization job.
+     * Get the warnings property: Non-fatal warnings emitted at any point during optimization.
      *
-     * @return the dataset value.
+     * @return the warnings value.
      */
     @Generated
-    public DatasetInfo getDataset() {
-        return this.dataset;
+    public List getWarnings() {
+        return this.warnings;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
index a960bb191263..4ab4076f02c2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
@@ -22,25 +22,13 @@ public final class OptimizationJobInputs implements JsonSerializable evaluators;
+    private final List evaluators;
 
     /*
      * Tuning knobs and run-mode.
@@ -54,68 +42,21 @@ public final class OptimizationJobInputs implements JsonSerializable getEvaluators() {
+    public List getEvaluators() {
         return this.evaluators;
     }
 
-    /**
-     * Set the evaluators property: Job-level evaluators (referenced by name). Per-task criteria may override. Default:
-     * ['task_adherence'].
-     *
-     * @param evaluators the evaluators value to set.
-     * @return the OptimizationJobInputs object itself.
-     */
-    @Generated
-    public OptimizationJobInputs setEvaluators(List evaluators) {
-        this.evaluators = evaluators;
-        return this;
-    }
-
     /**
      * Get the options property: Tuning knobs and run-mode.
      *
@@ -146,9 +87,9 @@ public OptimizationJobInputs setOptions(OptimizationOptions options) {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("agent", this.agent);
-        jsonWriter.writeJsonField("train_dataset_reference", this.trainDatasetReference);
-        jsonWriter.writeJsonField("validation_dataset_reference", this.validationDatasetReference);
-        jsonWriter.writeArrayField("evaluators", this.evaluators, (writer, element) -> writer.writeString(element));
+        jsonWriter.writeJsonField("train_dataset", this.trainDataset);
+        jsonWriter.writeArrayField("evaluators", this.evaluators, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("validation_dataset", this.validationDataset);
         jsonWriter.writeJsonField("options", this.options);
         return jsonWriter.writeEndObject();
     }
@@ -165,22 +106,22 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static OptimizationJobInputs fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            AgentIdentifier agent = null;
-            DatasetRef trainDatasetReference = null;
-            DatasetRef validationDatasetReference = null;
-            List evaluators = null;
+            OptimizationAgentIdentifier agent = null;
+            OptimizationDatasetInput trainDataset = null;
+            List evaluators = null;
+            OptimizationDatasetInput validationDataset = null;
             OptimizationOptions options = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("agent".equals(fieldName)) {
-                    agent = AgentIdentifier.fromJson(reader);
-                } else if ("train_dataset_reference".equals(fieldName)) {
-                    trainDatasetReference = DatasetRef.fromJson(reader);
-                } else if ("validation_dataset_reference".equals(fieldName)) {
-                    validationDatasetReference = DatasetRef.fromJson(reader);
+                    agent = OptimizationAgentIdentifier.fromJson(reader);
+                } else if ("train_dataset".equals(fieldName)) {
+                    trainDataset = OptimizationDatasetInput.fromJson(reader);
                 } else if ("evaluators".equals(fieldName)) {
-                    evaluators = reader.readArray(reader1 -> reader1.getString());
+                    evaluators = reader.readArray(reader1 -> OptimizationEvaluatorRef.fromJson(reader1));
+                } else if ("validation_dataset".equals(fieldName)) {
+                    validationDataset = OptimizationDatasetInput.fromJson(reader);
                 } else if ("options".equals(fieldName)) {
                     options = OptimizationOptions.fromJson(reader);
                 } else {
@@ -188,23 +129,72 @@ public static OptimizationJobInputs fromJson(JsonReader jsonReader) throws IOExc
                 }
             }
             OptimizationJobInputs deserializedOptimizationJobInputs
-                = new OptimizationJobInputs(agent, trainDatasetReference);
-            deserializedOptimizationJobInputs.validationDatasetReference = validationDatasetReference;
-            deserializedOptimizationJobInputs.evaluators = evaluators;
+                = new OptimizationJobInputs(agent, trainDataset, evaluators);
+            deserializedOptimizationJobInputs.validationDataset = validationDataset;
             deserializedOptimizationJobInputs.options = options;
             return deserializedOptimizationJobInputs;
         });
     }
 
+    /*
+     * Training dataset — either inline items or a reference to a registered dataset. Required.
+     */
+    @Generated
+    private final OptimizationDatasetInput trainDataset;
+
+    /*
+     * Optional held-out validation dataset for measuring generalization of the final candidate.
+     */
+    @Generated
+    private OptimizationDatasetInput validationDataset;
+
     /**
      * Creates an instance of OptimizationJobInputs class.
      *
      * @param agent the agent value to set.
-     * @param trainDatasetReference the trainDatasetReference value to set.
+     * @param trainDataset the trainDataset value to set.
+     * @param evaluators the evaluators value to set.
      */
     @Generated
-    public OptimizationJobInputs(AgentIdentifier agent, DatasetRef trainDatasetReference) {
+    public OptimizationJobInputs(OptimizationAgentIdentifier agent, OptimizationDatasetInput trainDataset,
+        List evaluators) {
         this.agent = agent;
-        this.trainDatasetReference = trainDatasetReference;
+        this.trainDataset = trainDataset;
+        this.evaluators = evaluators;
+    }
+
+    /**
+     * Get the trainDataset property: Training dataset — either inline items or a reference to a registered dataset.
+     * Required.
+     *
+     * @return the trainDataset value.
+     */
+    @Generated
+    public OptimizationDatasetInput getTrainDataset() {
+        return this.trainDataset;
+    }
+
+    /**
+     * Get the validationDataset property: Optional held-out validation dataset for measuring generalization of the
+     * final candidate.
+     *
+     * @return the validationDataset value.
+     */
+    @Generated
+    public OptimizationDatasetInput getValidationDataset() {
+        return this.validationDataset;
+    }
+
+    /**
+     * Set the validationDataset property: Optional held-out validation dataset for measuring generalization of the
+     * final candidate.
+     *
+     * @param validationDataset the validationDataset value to set.
+     * @return the OptimizationJobInputs object itself.
+     */
+    @Generated
+    public OptimizationJobInputs setValidationDataset(OptimizationDatasetInput validationDataset) {
+        this.validationDataset = validationDataset;
+        return this;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
new file mode 100644
index 000000000000..2fb781c28b05
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
@@ -0,0 +1,189 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Slim job representation returned by the LIST endpoint.
+ */
+@Immutable
+public final class OptimizationJobListItem implements JsonSerializable {
+
+    /*
+     * Server-assigned unique identifier.
+     */
+    @Generated
+    private String id;
+
+    /*
+     * Current lifecycle status.
+     */
+    @Generated
+    private JobStatus status;
+
+    /*
+     * Error details — populated only on failure.
+     */
+    @Generated
+    private ApiError error;
+
+    /*
+     * The timestamp when the job was created, represented in Unix time.
+     */
+    @Generated
+    private long createdAt;
+
+    /*
+     * The timestamp when the job was last updated, represented in Unix time.
+     */
+    @Generated
+    private long updatedAt;
+
+    /*
+     * Progress snapshot. May be present in terminal states reflecting last-known progress.
+     */
+    @Generated
+    private OptimizationJobProgress progress;
+
+    /*
+     * The agent targeted by this optimization job.
+     */
+    @Generated
+    private OptimizationAgentIdentifier agent;
+
+    /**
+     * Creates an instance of OptimizationJobListItem class.
+     */
+    @Generated
+    private OptimizationJobListItem() {
+    }
+
+    /**
+     * Get the id property: Server-assigned unique identifier.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the status property: Current lifecycle status.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public JobStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the error property: Error details — populated only on failure.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public ApiError getError() {
+        return this.error;
+    }
+
+    /**
+     * Get the createdAt property: The timestamp when the job was created, represented in Unix time.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the updatedAt property: The timestamp when the job was last updated, represented in Unix time.
+     *
+     * @return the updatedAt value.
+     */
+    @Generated
+    public OffsetDateTime getUpdatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the progress property: Progress snapshot. May be present in terminal states reflecting last-known progress.
+     *
+     * @return the progress value.
+     */
+    @Generated
+    public OptimizationJobProgress getProgress() {
+        return this.progress;
+    }
+
+    /**
+     * Get the agent property: The agent targeted by this optimization job.
+     *
+     * @return the agent value.
+     */
+    @Generated
+    public OptimizationAgentIdentifier getAgent() {
+        return this.agent;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationJobListItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationJobListItem if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationJobListItem.
+     */
+    @Generated
+    public static OptimizationJobListItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OptimizationJobListItem deserializedOptimizationJobListItem = new OptimizationJobListItem();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.id = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.status = JobStatus.fromString(reader.getString());
+                } else if ("created_at".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.createdAt = reader.getLong();
+                } else if ("updated_at".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.updatedAt = reader.getLong();
+                } else if ("error".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.error = ApiError.fromJson(reader);
+                } else if ("progress".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.progress = OptimizationJobProgress.fromJson(reader);
+                } else if ("agent".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.agent = OptimizationAgentIdentifier.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedOptimizationJobListItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
index 080a8336f92a..73c3fed8514d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
@@ -17,12 +17,6 @@
 @Immutable
 public final class OptimizationJobProgress implements JsonSerializable {
 
-    /*
-     * 1-based current iteration index.
-     */
-    @Generated
-    private final int currentIteration;
-
     /*
      * Best score observed so far across all candidates.
      */
@@ -35,16 +29,6 @@ public final class OptimizationJobProgress implements JsonSerializable {
-            int currentIteration = 0;
+            int candidatesCompleted = 0;
             double bestScore = 0.0;
             double elapsedSeconds = 0.0;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("current_iteration".equals(fieldName)) {
-                    currentIteration = reader.getInt();
+                if ("candidates_completed".equals(fieldName)) {
+                    candidatesCompleted = reader.getInt();
                 } else if ("best_score".equals(fieldName)) {
                     bestScore = reader.getDouble();
                 } else if ("elapsed_seconds".equals(fieldName)) {
@@ -106,21 +90,37 @@ public static OptimizationJobProgress fromJson(JsonReader jsonReader) throws IOE
                     reader.skipChildren();
                 }
             }
-            return new OptimizationJobProgress(currentIteration, bestScore, elapsedSeconds);
+            return new OptimizationJobProgress(candidatesCompleted, bestScore, elapsedSeconds);
         });
     }
 
     /**
      * Creates an instance of OptimizationJobProgress class.
      *
-     * @param currentIteration the currentIteration value to set.
+     * @param candidatesCompleted the candidatesCompleted value to set.
      * @param bestScore the bestScore value to set.
      * @param elapsedSeconds the elapsedSeconds value to set.
      */
     @Generated
-    private OptimizationJobProgress(int currentIteration, double bestScore, double elapsedSeconds) {
-        this.currentIteration = currentIteration;
+    private OptimizationJobProgress(int candidatesCompleted, double bestScore, double elapsedSeconds) {
+        this.candidatesCompleted = candidatesCompleted;
         this.bestScore = bestScore;
         this.elapsedSeconds = elapsedSeconds;
     }
+
+    /*
+     * Number of candidates whose evaluation has completed so far.
+     */
+    @Generated
+    private final int candidatesCompleted;
+
+    /**
+     * Get the candidatesCompleted property: Number of candidates whose evaluation has completed so far.
+     *
+     * @return the candidatesCompleted value.
+     */
+    @Generated
+    public int getCandidatesCompleted() {
+        return this.candidatesCompleted;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
index e807b45c5278..a89d1e696b50 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
@@ -19,16 +19,16 @@
 public final class OptimizationJobResult implements JsonSerializable {
 
     /*
-     * Evaluation scores for the original (un-optimized) agent configuration.
+     * Candidate ID of the original (un-optimized) baseline evaluation.
      */
     @Generated
-    private OptimizationCandidate baseline;
+    private String baseline;
 
     /*
-     * The highest-scoring candidate found during optimization.
+     * Candidate ID of the highest-scoring candidate found during optimization.
      */
     @Generated
-    private OptimizationCandidate best;
+    private String best;
 
     /*
      * All evaluated candidates including baseline.
@@ -36,18 +36,6 @@ public final class OptimizationJobResult implements JsonSerializable candidates;
 
-    /*
-     * The options used for this optimization run.
-     */
-    @Generated
-    private OptimizationOptions options;
-
-    /*
-     * Non-fatal warnings from the optimization run (e.g., target attribute failures that were skipped).
-     */
-    @Generated
-    private List warnings;
-
     /**
      * Creates an instance of OptimizationJobResult class.
      */
@@ -56,22 +44,22 @@ private OptimizationJobResult() {
     }
 
     /**
-     * Get the baseline property: Evaluation scores for the original (un-optimized) agent configuration.
+     * Get the baseline property: Candidate ID of the original (un-optimized) baseline evaluation.
      *
      * @return the baseline value.
      */
     @Generated
-    public OptimizationCandidate getBaseline() {
+    public String getBaseline() {
         return this.baseline;
     }
 
     /**
-     * Get the best property: The highest-scoring candidate found during optimization.
+     * Get the best property: Candidate ID of the highest-scoring candidate found during optimization.
      *
      * @return the best value.
      */
     @Generated
-    public OptimizationCandidate getBest() {
+    public String getBest() {
         return this.best;
     }
 
@@ -85,27 +73,6 @@ public List getCandidates() {
         return this.candidates;
     }
 
-    /**
-     * Get the options property: The options used for this optimization run.
-     *
-     * @return the options value.
-     */
-    @Generated
-    public OptimizationOptions getOptions() {
-        return this.options;
-    }
-
-    /**
-     * Get the warnings property: Non-fatal warnings from the optimization run (e.g., target attribute failures that
-     * were skipped).
-     *
-     * @return the warnings value.
-     */
-    @Generated
-    public List getWarnings() {
-        return this.warnings;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -113,12 +80,9 @@ public List getWarnings() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("baseline", this.baseline);
-        jsonWriter.writeJsonField("best", this.best);
+        jsonWriter.writeStringField("baseline", this.baseline);
+        jsonWriter.writeStringField("best", this.best);
         jsonWriter.writeArrayField("candidates", this.candidates, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeJsonField("options", this.options);
-        jsonWriter.writeArrayField("warnings", this.warnings, (writer, element) -> writer.writeString(element));
-        jsonWriter.writeBooleanField("all_target_attributes_failed", this.allTargetAttributesFailed);
         return jsonWriter.writeEndObject();
     }
 
@@ -138,21 +102,13 @@ public static OptimizationJobResult fromJson(JsonReader jsonReader) throws IOExc
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("baseline".equals(fieldName)) {
-                    deserializedOptimizationJobResult.baseline = OptimizationCandidate.fromJson(reader);
+                    deserializedOptimizationJobResult.baseline = reader.getString();
                 } else if ("best".equals(fieldName)) {
-                    deserializedOptimizationJobResult.best = OptimizationCandidate.fromJson(reader);
+                    deserializedOptimizationJobResult.best = reader.getString();
                 } else if ("candidates".equals(fieldName)) {
                     List candidates
                         = reader.readArray(reader1 -> OptimizationCandidate.fromJson(reader1));
                     deserializedOptimizationJobResult.candidates = candidates;
-                } else if ("options".equals(fieldName)) {
-                    deserializedOptimizationJobResult.options = OptimizationOptions.fromJson(reader);
-                } else if ("warnings".equals(fieldName)) {
-                    List warnings = reader.readArray(reader1 -> reader1.getString());
-                    deserializedOptimizationJobResult.warnings = warnings;
-                } else if ("all_target_attributes_failed".equals(fieldName)) {
-                    deserializedOptimizationJobResult.allTargetAttributesFailed
-                        = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -160,21 +116,4 @@ public static OptimizationJobResult fromJson(JsonReader jsonReader) throws IOExc
             return deserializedOptimizationJobResult;
         });
     }
-
-    /*
-     * True when all target attributes failed — only the baseline was evaluated.
-     */
-    @Generated
-    private Boolean allTargetAttributesFailed;
-
-    /**
-     * Get the allTargetAttributesFailed property: True when all target attributes failed — only the baseline was
-     * evaluated.
-     *
-     * @return the allTargetAttributesFailed value.
-     */
-    @Generated
-    public Boolean isAllTargetAttributesFailed() {
-        return this.allTargetAttributesFailed;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
index b8e43b91a0bb..e60aa6ee98d6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
@@ -19,12 +19,6 @@
 @Fluent
 public final class OptimizationOptions implements JsonSerializable {
 
-    /*
-     * Maximum optimization iterations per strategy. Must be >= 1. Default: 5.
-     */
-    @Generated
-    private Integer maxIterations;
-
     /*
      * Model deployment used for evaluation. Defaults to server config (typically 'gpt-4o').
      */
@@ -38,28 +32,6 @@ public final class OptimizationOptions implements JsonSerializable {
             if (element == null) {
                 writer.writeNull();
@@ -119,8 +91,8 @@ public static OptimizationOptions fromJson(JsonReader jsonReader) throws IOExcep
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("max_iterations".equals(fieldName)) {
-                    deserializedOptimizationOptions.maxIterations = reader.getNullable(JsonReader::getInt);
+                if ("max_candidates".equals(fieldName)) {
+                    deserializedOptimizationOptions.maxCandidates = reader.getNullable(JsonReader::getInt);
                 } else if ("optimization_config".equals(fieldName)) {
                     Map optimizationConfig = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
@@ -231,4 +203,34 @@ public OptimizationOptions setEvaluationLevel(EvaluationLevel evaluationLevel) {
         this.evaluationLevel = evaluationLevel;
         return this;
     }
+
+    /*
+     * Maximum number of optimization candidates to generate. Must be >= 1. Default: 5.
+     */
+    @Generated
+    private Integer maxCandidates;
+
+    /**
+     * Get the maxCandidates property: Maximum number of optimization candidates to generate. Must be >= 1. Default:
+     * 5.
+     *
+     * @return the maxCandidates value.
+     */
+    @Generated
+    public Integer getMaxCandidates() {
+        return this.maxCandidates;
+    }
+
+    /**
+     * Set the maxCandidates property: Maximum number of optimization candidates to generate. Must be >= 1. Default:
+     * 5.
+     *
+     * @param maxCandidates the maxCandidates value to set.
+     * @return the OptimizationOptions object itself.
+     */
+    @Generated
+    public OptimizationOptions setMaxCandidates(Integer maxCandidates) {
+        this.maxCandidates = maxCandidates;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
new file mode 100644
index 000000000000..2efe5612cd4f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
@@ -0,0 +1,138 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Reference to a registered Foundry dataset.
+ */
+@Fluent
+public final class OptimizationReferenceDatasetInput extends OptimizationDatasetInput {
+
+    /*
+     * Dataset input type discriminator.
+     */
+    @Generated
+    private OptimizationDatasetInputType type = OptimizationDatasetInputType.REFERENCE;
+
+    /*
+     * Registered dataset name.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * Dataset version. If not specified, the latest version is used.
+     */
+    @Generated
+    private String version;
+
+    /**
+     * Creates an instance of OptimizationReferenceDatasetInput class.
+     *
+     * @param name the name value to set.
+     */
+    @Generated
+    public OptimizationReferenceDatasetInput(String name) {
+        this.name = name;
+    }
+
+    /**
+     * Get the type property: Dataset input type discriminator.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public OptimizationDatasetInputType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: Registered dataset name.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the version property: Dataset version. If not specified, the latest version is used.
+     *
+     * @return the version value.
+     */
+    @Generated
+    public String getVersion() {
+        return this.version;
+    }
+
+    /**
+     * Set the version property: Dataset version. If not specified, the latest version is used.
+     *
+     * @param version the version value to set.
+     * @return the OptimizationReferenceDatasetInput object itself.
+     */
+    @Generated
+    public OptimizationReferenceDatasetInput setVersion(String version) {
+        this.version = version;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("version", this.version);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationReferenceDatasetInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationReferenceDatasetInput if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationReferenceDatasetInput.
+     */
+    @Generated
+    public static OptimizationReferenceDatasetInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            OptimizationDatasetInputType type = OptimizationDatasetInputType.REFERENCE;
+            String version = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = OptimizationDatasetInputType.fromString(reader.getString());
+                } else if ("version".equals(fieldName)) {
+                    version = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            OptimizationReferenceDatasetInput deserializedOptimizationReferenceDatasetInput
+                = new OptimizationReferenceDatasetInput(name);
+            deserializedOptimizationReferenceDatasetInput.type = type;
+            deserializedOptimizationReferenceDatasetInput.version = version;
+            return deserializedOptimizationReferenceDatasetInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java
deleted file mode 100644
index 14ad2a76e33c..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java
+++ /dev/null
@@ -1,306 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Duration;
-import java.util.Map;
-
-/**
- * Per-task evaluation result for a single candidate.
- */
-@Immutable
-public final class OptimizationTaskResult implements JsonSerializable {
-
-    /*
-     * Task name (from the dataset).
-     */
-    @Generated
-    private final String taskName;
-
-    /*
-     * The user query / input for the task.
-     */
-    @Generated
-    private String query;
-
-    /*
-     * Per-evaluator scores keyed by evaluator name.
-     */
-    @Generated
-    private final Map scores;
-
-    /*
-     * Composite score combining all evaluator scores.
-     */
-    @Generated
-    private final double compositeScore;
-
-    /*
-     * Total tokens consumed during the agent run for this task.
-     */
-    @Generated
-    private final long tokens;
-
-    /*
-     * Wall-clock seconds for this task's agent execution.
-     */
-    @Generated
-    private final double durationSeconds;
-
-    /*
-     * Whether the task met the pass threshold.
-     */
-    @Generated
-    private final boolean passed;
-
-    /*
-     * Error message if the task failed during execution.
-     */
-    @Generated
-    private String errorMessage;
-
-    /*
-     * Per-evaluator reasoning keyed by evaluator name.
-     */
-    @Generated
-    private Map rationales;
-
-    /*
-     * Raw agent response text.
-     */
-    @Generated
-    private String response;
-
-    /*
-     * Identifier of the agent run that produced this result.
-     */
-    @Generated
-    private String runId;
-
-    /**
-     * Get the taskName property: Task name (from the dataset).
-     *
-     * @return the taskName value.
-     */
-    @Generated
-    public String getTaskName() {
-        return this.taskName;
-    }
-
-    /**
-     * Get the query property: The user query / input for the task.
-     *
-     * @return the query value.
-     */
-    @Generated
-    public String getQuery() {
-        return this.query;
-    }
-
-    /**
-     * Get the scores property: Per-evaluator scores keyed by evaluator name.
-     *
-     * @return the scores value.
-     */
-    @Generated
-    public Map getScores() {
-        return this.scores;
-    }
-
-    /**
-     * Get the compositeScore property: Composite score combining all evaluator scores.
-     *
-     * @return the compositeScore value.
-     */
-    @Generated
-    public double getCompositeScore() {
-        return this.compositeScore;
-    }
-
-    /**
-     * Get the tokens property: Total tokens consumed during the agent run for this task.
-     *
-     * @return the tokens value.
-     */
-    @Generated
-    public long getTokens() {
-        return this.tokens;
-    }
-
-    /**
-     * Get the durationSeconds property: Wall-clock seconds for this task's agent execution.
-     *
-     * @return the durationSeconds value.
-     */
-    @Generated
-    public Duration getDurationSeconds() {
-        return Duration.ofNanos((long) (this.durationSeconds * 1000_000_000L));
-    }
-
-    /**
-     * Get the passed property: Whether the task met the pass threshold.
-     *
-     * @return the passed value.
-     */
-    @Generated
-    public boolean isPassed() {
-        return this.passed;
-    }
-
-    /**
-     * Get the errorMessage property: Error message if the task failed during execution.
-     *
-     * @return the errorMessage value.
-     */
-    @Generated
-    public String getErrorMessage() {
-        return this.errorMessage;
-    }
-
-    /**
-     * Get the rationales property: Per-evaluator reasoning keyed by evaluator name.
-     *
-     * @return the rationales value.
-     */
-    @Generated
-    public Map getRationales() {
-        return this.rationales;
-    }
-
-    /**
-     * Get the response property: Raw agent response text.
-     *
-     * @return the response value.
-     */
-    @Generated
-    public String getResponse() {
-        return this.response;
-    }
-
-    /**
-     * Get the runId property: Identifier of the agent run that produced this result.
-     *
-     * @return the runId value.
-     */
-    @Generated
-    public String getRunId() {
-        return this.runId;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("task_name", this.taskName);
-        jsonWriter.writeMapField("scores", this.scores, (writer, element) -> writer.writeDouble(element));
-        jsonWriter.writeDoubleField("composite_score", this.compositeScore);
-        jsonWriter.writeLongField("tokens", this.tokens);
-        jsonWriter.writeDoubleField("duration_seconds", this.durationSeconds);
-        jsonWriter.writeBooleanField("passed", this.passed);
-        jsonWriter.writeStringField("query", this.query);
-        jsonWriter.writeStringField("error_message", this.errorMessage);
-        jsonWriter.writeMapField("rationales", this.rationales, (writer, element) -> writer.writeString(element));
-        jsonWriter.writeStringField("response", this.response);
-        jsonWriter.writeStringField("run_id", this.runId);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of OptimizationTaskResult from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of OptimizationTaskResult if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the OptimizationTaskResult.
-     */
-    @Generated
-    public static OptimizationTaskResult fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String taskName = null;
-            Map scores = null;
-            double compositeScore = 0.0;
-            long tokens = 0L;
-            Duration durationSeconds = null;
-            boolean passed = false;
-            String query = null;
-            String errorMessage = null;
-            Map rationales = null;
-            String response = null;
-            String runId = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("task_name".equals(fieldName)) {
-                    taskName = reader.getString();
-                } else if ("scores".equals(fieldName)) {
-                    scores = reader.readMap(reader1 -> reader1.getDouble());
-                } else if ("composite_score".equals(fieldName)) {
-                    compositeScore = reader.getDouble();
-                } else if ("tokens".equals(fieldName)) {
-                    tokens = reader.getLong();
-                } else if ("duration_seconds".equals(fieldName)) {
-                    durationSeconds = Duration.ofNanos((long) (reader.getDouble() * 1000_000_000L));
-                } else if ("passed".equals(fieldName)) {
-                    passed = reader.getBoolean();
-                } else if ("query".equals(fieldName)) {
-                    query = reader.getString();
-                } else if ("error_message".equals(fieldName)) {
-                    errorMessage = reader.getString();
-                } else if ("rationales".equals(fieldName)) {
-                    rationales = reader.readMap(reader1 -> reader1.getString());
-                } else if ("response".equals(fieldName)) {
-                    response = reader.getString();
-                } else if ("run_id".equals(fieldName)) {
-                    runId = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            OptimizationTaskResult deserializedOptimizationTaskResult
-                = new OptimizationTaskResult(taskName, scores, compositeScore, tokens, durationSeconds, passed);
-            deserializedOptimizationTaskResult.query = query;
-            deserializedOptimizationTaskResult.errorMessage = errorMessage;
-            deserializedOptimizationTaskResult.rationales = rationales;
-            deserializedOptimizationTaskResult.response = response;
-            deserializedOptimizationTaskResult.runId = runId;
-            return deserializedOptimizationTaskResult;
-        });
-    }
-
-    /**
-     * Creates an instance of OptimizationTaskResult class.
-     *
-     * @param taskName the taskName value to set.
-     * @param scores the scores value to set.
-     * @param compositeScore the compositeScore value to set.
-     * @param tokens the tokens value to set.
-     * @param durationSeconds the durationSeconds value to set.
-     * @param passed the passed value to set.
-     */
-    @Generated
-    private OptimizationTaskResult(String taskName, Map scores, double compositeScore, long tokens,
-        Duration durationSeconds, boolean passed) {
-        this.taskName = taskName;
-        this.scores = scores;
-        this.compositeScore = compositeScore;
-        this.tokens = tokens;
-        if (durationSeconds == null) {
-            this.durationSeconds = 0.0;
-        } else {
-            this.durationSeconds = (double) durationSeconds.toNanos() / 1000_000_000L;
-        }
-        this.passed = passed;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java
deleted file mode 100644
index afc74fc8b27a..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java
+++ /dev/null
@@ -1,104 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Request body for promoting a candidate to a Foundry agent version.
- */
-@Immutable
-public final class PromoteCandidateInput implements JsonSerializable {
-
-    /*
-     * Name of the Foundry agent to promote to.
-     */
-    @Generated
-    private final String agentName;
-
-    /*
-     * Version of the Foundry agent to promote to.
-     */
-    @Generated
-    private final String agentVersion;
-
-    /**
-     * Creates an instance of PromoteCandidateInput class.
-     *
-     * @param agentName the agentName value to set.
-     * @param agentVersion the agentVersion value to set.
-     */
-    @Generated
-    public PromoteCandidateInput(String agentName, String agentVersion) {
-        this.agentName = agentName;
-        this.agentVersion = agentVersion;
-    }
-
-    /**
-     * Get the agentName property: Name of the Foundry agent to promote to.
-     *
-     * @return the agentName value.
-     */
-    @Generated
-    public String getAgentName() {
-        return this.agentName;
-    }
-
-    /**
-     * Get the agentVersion property: Version of the Foundry agent to promote to.
-     *
-     * @return the agentVersion value.
-     */
-    @Generated
-    public String getAgentVersion() {
-        return this.agentVersion;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("agent_version", this.agentVersion);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of PromoteCandidateInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of PromoteCandidateInput if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the PromoteCandidateInput.
-     */
-    @Generated
-    public static PromoteCandidateInput fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String agentName = null;
-            String agentVersion = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("agent_name".equals(fieldName)) {
-                    agentName = reader.getString();
-                } else if ("agent_version".equals(fieldName)) {
-                    agentVersion = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new PromoteCandidateInput(agentName, agentVersion);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java
deleted file mode 100644
index 3b73e73d2679..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java
+++ /dev/null
@@ -1,178 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Instant;
-import java.time.OffsetDateTime;
-import java.time.ZoneOffset;
-
-/**
- * Response after successfully promoting a candidate.
- */
-@Immutable
-public final class PromoteCandidateResult implements JsonSerializable {
-
-    /*
-     * The promoted candidate id.
-     */
-    @Generated
-    private final String candidateId;
-
-    /*
-     * Status after promotion.
-     */
-    @Generated
-    private final String status;
-
-    /*
-     * Timestamp when promotion occurred, represented in Unix time.
-     */
-    @Generated
-    private final long promotedAt;
-
-    /*
-     * Name of the Foundry agent promoted to.
-     */
-    @Generated
-    private final String agentName;
-
-    /*
-     * Version of the Foundry agent promoted to.
-     */
-    @Generated
-    private final String agentVersion;
-
-    /**
-     * Creates an instance of PromoteCandidateResult class.
-     *
-     * @param candidateId the candidateId value to set.
-     * @param status the status value to set.
-     * @param promotedAt the promotedAt value to set.
-     * @param agentName the agentName value to set.
-     * @param agentVersion the agentVersion value to set.
-     */
-    @Generated
-    private PromoteCandidateResult(String candidateId, String status, OffsetDateTime promotedAt, String agentName,
-        String agentVersion) {
-        this.candidateId = candidateId;
-        this.status = status;
-        if (promotedAt == null) {
-            this.promotedAt = 0L;
-        } else {
-            this.promotedAt = promotedAt.toEpochSecond();
-        }
-        this.agentName = agentName;
-        this.agentVersion = agentVersion;
-    }
-
-    /**
-     * Get the candidateId property: The promoted candidate id.
-     *
-     * @return the candidateId value.
-     */
-    @Generated
-    public String getCandidateId() {
-        return this.candidateId;
-    }
-
-    /**
-     * Get the status property: Status after promotion.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public String getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the promotedAt property: Timestamp when promotion occurred, represented in Unix time.
-     *
-     * @return the promotedAt value.
-     */
-    @Generated
-    public OffsetDateTime getPromotedAt() {
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.promotedAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the agentName property: Name of the Foundry agent promoted to.
-     *
-     * @return the agentName value.
-     */
-    @Generated
-    public String getAgentName() {
-        return this.agentName;
-    }
-
-    /**
-     * Get the agentVersion property: Version of the Foundry agent promoted to.
-     *
-     * @return the agentVersion value.
-     */
-    @Generated
-    public String getAgentVersion() {
-        return this.agentVersion;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
-        jsonWriter.writeStringField("status", this.status);
-        jsonWriter.writeLongField("promoted_at", this.promotedAt);
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("agent_version", this.agentVersion);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of PromoteCandidateResult from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of PromoteCandidateResult if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the PromoteCandidateResult.
-     */
-    @Generated
-    public static PromoteCandidateResult fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String candidateId = null;
-            String status = null;
-            OffsetDateTime promotedAt = null;
-            String agentName = null;
-            String agentVersion = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("candidate_id".equals(fieldName)) {
-                    candidateId = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = reader.getString();
-                } else if ("promoted_at".equals(fieldName)) {
-                    promotedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
-                } else if ("agent_name".equals(fieldName)) {
-                    agentName = reader.getString();
-                } else if ("agent_version".equals(fieldName)) {
-                    agentVersion = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new PromoteCandidateResult(candidateId, status, promotedAt, agentName, agentVersion);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SearchContentType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SearchContentType.java
new file mode 100644
index 000000000000..93f6ecf17f99
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SearchContentType.java
@@ -0,0 +1,56 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+/**
+ * Defines values for SearchContentType.
+ */
+public enum SearchContentType {
+    /**
+     * Enum value text.
+     */
+    TEXT("text"),
+
+    /**
+     * Enum value image.
+     */
+    IMAGE("image");
+
+    /**
+     * The actual serialized value for a SearchContentType instance.
+     */
+    private final String value;
+
+    SearchContentType(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a SearchContentType instance.
+     * 
+     * @param value the serialized value to parse.
+     * @return the parsed SearchContentType object, or null if unable to parse.
+     */
+    public static SearchContentType fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        SearchContentType[] items = SearchContentType.values();
+        for (SearchContentType item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index 945afbf6b46e..b469a3d207bf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -129,6 +129,12 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                     return WebSearchPreviewTool.fromJson(readerToUse.reset());
                 } else if ("apply_patch".equals(discriminatorValue)) {
                     return ApplyPatchToolParameter.fromJson(readerToUse.reset());
+                } else if ("computer".equals(discriminatorValue)) {
+                    return ComputerTool.fromJson(readerToUse.reset());
+                } else if ("namespace".equals(discriminatorValue)) {
+                    return NamespaceToolParam.fromJson(readerToUse.reset());
+                } else if ("tool_search".equals(discriminatorValue)) {
+                    return ToolSearchToolParam.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java
new file mode 100644
index 000000000000..f07ddf0faf9c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java
@@ -0,0 +1,56 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+/**
+ * Defines values for ToolSearchExecutionType.
+ */
+public enum ToolSearchExecutionType {
+    /**
+     * Enum value server.
+     */
+    SERVER("server"),
+
+    /**
+     * Enum value client.
+     */
+    CLIENT("client");
+
+    /**
+     * The actual serialized value for a ToolSearchExecutionType instance.
+     */
+    private final String value;
+
+    ToolSearchExecutionType(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a ToolSearchExecutionType instance.
+     * 
+     * @param value the serialized value to parse.
+     * @return the parsed ToolSearchExecutionType object, or null if unable to parse.
+     */
+    public static ToolSearchExecutionType fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        ToolSearchExecutionType[] items = ToolSearchExecutionType.values();
+        for (ToolSearchExecutionType item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java
new file mode 100644
index 000000000000..b1d8b38ba46f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java
@@ -0,0 +1,173 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Tool search tool
+ *
+ * Hosted or BYOT tool search configuration for deferred tools.
+ */
+@Fluent
+public final class ToolSearchToolParam extends Tool {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private ToolType type = ToolType.TOOL_SEARCH;
+
+    /*
+     * Whether tool search is executed by the server or by the client.
+     */
+    @Generated
+    private ToolSearchExecutionType execution;
+
+    /*
+     * The description property.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * The parameters property.
+     */
+    @Generated
+    private EmptyModelParam parameters;
+
+    /**
+     * Creates an instance of ToolSearchToolParam class.
+     */
+    @Generated
+    public ToolSearchToolParam() {
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the execution property: Whether tool search is executed by the server or by the client.
+     *
+     * @return the execution value.
+     */
+    @Generated
+    public ToolSearchExecutionType getExecution() {
+        return this.execution;
+    }
+
+    /**
+     * Set the execution property: Whether tool search is executed by the server or by the client.
+     *
+     * @param execution the execution value to set.
+     * @return the ToolSearchToolParam object itself.
+     */
+    @Generated
+    public ToolSearchToolParam setExecution(ToolSearchExecutionType execution) {
+        this.execution = execution;
+        return this;
+    }
+
+    /**
+     * Get the description property: The description property.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: The description property.
+     *
+     * @param description the description value to set.
+     * @return the ToolSearchToolParam object itself.
+     */
+    @Generated
+    public ToolSearchToolParam setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the parameters property: The parameters property.
+     *
+     * @return the parameters value.
+     */
+    @Generated
+    public EmptyModelParam getParameters() {
+        return this.parameters;
+    }
+
+    /**
+     * Set the parameters property: The parameters property.
+     *
+     * @param parameters the parameters value to set.
+     * @return the ToolSearchToolParam object itself.
+     */
+    @Generated
+    public ToolSearchToolParam setParameters(EmptyModelParam parameters) {
+        this.parameters = parameters;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("execution", this.execution == null ? null : this.execution.toString());
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeJsonField("parameters", this.parameters);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ToolSearchToolParam from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ToolSearchToolParam if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ToolSearchToolParam.
+     */
+    @Generated
+    public static ToolSearchToolParam fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ToolSearchToolParam deserializedToolSearchToolParam = new ToolSearchToolParam();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedToolSearchToolParam.type = ToolType.fromString(reader.getString());
+                } else if ("execution".equals(fieldName)) {
+                    deserializedToolSearchToolParam.execution = ToolSearchExecutionType.fromString(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedToolSearchToolParam.description = reader.getString();
+                } else if ("parameters".equals(fieldName)) {
+                    deserializedToolSearchToolParam.parameters = EmptyModelParam.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedToolSearchToolParam;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index 7c40d8f7f4c2..03a09dcefc94 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -198,4 +198,22 @@ public static Collection values() {
      */
     @Generated
     public static final ToolType TOOLBOX_SEARCH_PREVIEW = fromString("toolbox_search_preview");
+
+    /**
+     * Static value computer for ToolType.
+     */
+    @Generated
+    public static final ToolType COMPUTER = fromString("computer");
+
+    /**
+     * Static value namespace for ToolType.
+     */
+    @Generated
+    public static final ToolType NAMESPACE = fromString("namespace");
+
+    /**
+     * Static value tool_search for ToolType.
+     */
+    @Generated
+    public static final ToolType TOOL_SEARCH = fromString("tool_search");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java
index 04fdb0d3cd4b..0e99baaab6bc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java
@@ -9,6 +9,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.List;
 
 /**
  * Web search preview
@@ -88,6 +89,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("user_location", this.userLocation);
         jsonWriter.writeStringField("search_context_size",
             this.searchContextSize == null ? null : this.searchContextSize.toString());
+        jsonWriter.writeArrayField("search_content_types", this.searchContentTypes,
+            (writer, element) -> writer.writeString(element == null ? null : element.toString()));
         return jsonWriter.writeEndObject();
     }
 
@@ -113,6 +116,10 @@ public static WebSearchPreviewTool fromJson(JsonReader jsonReader) throws IOExce
                 } else if ("search_context_size".equals(fieldName)) {
                     deserializedWebSearchPreviewTool.searchContextSize
                         = SearchContextSize.fromString(reader.getString());
+                } else if ("search_content_types".equals(fieldName)) {
+                    List searchContentTypes
+                        = reader.readArray(reader1 -> SearchContentType.fromString(reader1.getString()));
+                    deserializedWebSearchPreviewTool.searchContentTypes = searchContentTypes;
                 } else {
                     reader.skipChildren();
                 }
@@ -145,4 +152,32 @@ public WebSearchPreviewTool setSearchContextSize(SearchContextSize searchContext
         this.searchContextSize = searchContextSize;
         return this;
     }
+
+    /*
+     * The search_content_types property.
+     */
+    @Generated
+    private List searchContentTypes;
+
+    /**
+     * Get the searchContentTypes property: The search_content_types property.
+     *
+     * @return the searchContentTypes value.
+     */
+    @Generated
+    public List getSearchContentTypes() {
+        return this.searchContentTypes;
+    }
+
+    /**
+     * Set the searchContentTypes property: The search_content_types property.
+     *
+     * @param searchContentTypes the searchContentTypes value to set.
+     * @return the WebSearchPreviewTool object itself.
+     */
+    @Generated
+    public WebSearchPreviewTool setSearchContentTypes(List searchContentTypes) {
+        this.searchContentTypes = searchContentTypes;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 1659394f4224..d7ebfed31e1c 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"942daab415cf","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromManifest":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.updateAgentWithResponse":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsClient.updateAgentFromManifest":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsClient.updateAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsClient.updateAgentWithResponse":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsClientBuilder":"Azure.AI.Projects","com.azure.ai.agents.BetaAgentsAsyncClient":"Azure.AI.Projects.Beta.Agents","com.azure.ai.agents.BetaAgentsAsyncClient.cancelOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.cancel","com.azure.ai.agents.BetaAgentsAsyncClient.cancelOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.cancel","com.azure.ai.agents.BetaAgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.BetaAgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.BetaAg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OperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml.hide b/sdk/ai/azure-ai-agents/tsp-location.yaml
similarity index 89%
rename from sdk/ai/azure-ai-agents/tsp-location.yaml.hide
rename to sdk/ai/azure-ai-agents/tsp-location.yaml
index bdd55e0e6cda..3697507ef9e6 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml.hide
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 85a61ca34a5b7bfcd0be3f3b9f1bc890ef86b220
+commit: ed970345c89c8758b74b08f740067cc2d854ed26
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
@@ -12,7 +12,6 @@ additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/openai-evaluations
   - specification/ai-foundry/data-plane/Foundry/src/red-teams
   - specification/ai-foundry/data-plane/Foundry/src/sdk-common
-  - specification/ai-foundry/data-plane/Foundry/src/servicepatterns.tsp
   - specification/ai-foundry/data-plane/Foundry/src/skills
   - specification/ai-foundry/data-plane/Foundry/src/toolboxes
   - specification/ai-foundry/data-plane/Foundry/src/tools

From 0e2a8ed13babd70daf585d6397db179f4ff15b09 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Wed, 17 Jun 2026 17:06:57 -0700
Subject: [PATCH 03/45] update samples and tests

---
 sdk/ai/azure-ai-agents/README.md              |  4 +-
 .../com/azure/ai/agents/ReadmeSamples.java    |  6 +--
 .../AgentEndpointAsyncSample.java             | 10 ++--
 .../hostedagents/AgentEndpointSample.java     |  8 ++-
 .../hostedagents/CodeAgentAsyncSample.java    |  8 ++-
 .../agents/hostedagents/CodeAgentSample.java  |  8 ++-
 .../hostedagents/SessionFilesAsyncSample.java | 20 ++++----
 .../hostedagents/SessionFilesSample.java      | 18 +++----
 .../SessionLogStreamAsyncSample.java          | 12 ++---
 .../hostedagents/SessionLogStreamSample.java  | 10 ++--
 .../hostedagents/SessionsAsyncSample.java     | 14 +++--
 .../agents/hostedagents/SessionsSample.java   | 12 ++---
 .../utils/HostedAgentsSampleUtils.java        | 18 +++----
 .../toolboxes/CreateToolboxVersion.java       |  8 +--
 .../ai/agents/toolboxes/DeleteToolbox.java    |  8 +--
 .../toolboxes/DeleteToolboxVersion.java       |  8 +--
 .../azure/ai/agents/toolboxes/GetToolbox.java |  8 +--
 .../agents/toolboxes/GetToolboxVersion.java   |  8 +--
 .../agents/toolboxes/ListToolboxVersions.java |  8 +--
 .../ai/agents/toolboxes/ListToolboxes.java    |  8 +--
 .../toolboxes/ToolboxSearchToolboxSample.java |  6 +--
 .../toolboxes/ToolboxesAsyncSample.java       |  8 +--
 .../ai/agents/toolboxes/UpdateToolbox.java    |  8 +--
 ...FoundryFeaturesHeaderVerificationTest.java | 22 +++-----
 .../azure/ai/agents/SessionLogAsyncTest.java  |  8 +--
 .../azure/ai/agents/SessionLogSyncTest.java   |  6 +--
 .../hostedagents/CodeAgentSamplesTests.java   | 16 +++---
 .../HostedAgentContainerSamplesTests.java     | 51 ++++++++-----------
 .../agents/toolboxes/ToolboxSamplesTests.java |  9 ++--
 29 files changed, 148 insertions(+), 190 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 2544635cdd04..d425968263d0 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -723,7 +723,7 @@ The synchronous session log method returns `IterableStream`, wh
 
 ```java com.azure.ai.agents.session_logs_sync
 IterableStream sessionLogs =
-    betaAgentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
+    agentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
 
 int logsRead = 0;
 for (SessionLogEvent event : sessionLogs) {
@@ -741,7 +741,7 @@ for (SessionLogEvent event : sessionLogs) {
 The asynchronous session log method returns `Flux`, integrating naturally with Reactor pipelines:
 
 ```java com.azure.ai.agents.session_logs_async
-betaAgentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
+agentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
     .take(100)
     .doOnNext(event -> System.out.printf("[%s] %s%n", event.getEvent(), event.getData()))
     .blockLast();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
index b29c12f7951c..14542ed8ad31 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
@@ -31,12 +31,10 @@ public void readmeSamples() {
         AgentsClientBuilder builder = new AgentsClientBuilder();
 
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         ResponsesClient responsesClient = builder.buildResponsesClient();
         ConversationService conversationsClient = builder.buildOpenAIClient().conversations();
 
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         String agentName = "my-agent";
         String agentVersion = "0.1.0";
@@ -92,7 +90,7 @@ public void readmeSamples() {
         // END: com.azure.ai.agents.openai_official_library
 
         // BEGIN: com.azure.ai.agents.session_logs_async
-        betaAgentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
+        agentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
             .take(100)
             .doOnNext(event -> System.out.printf("[%s] %s%n", event.getEvent(), event.getData()))
             .blockLast();
@@ -100,7 +98,7 @@ public void readmeSamples() {
 
         // BEGIN: com.azure.ai.agents.session_logs_sync
         IterableStream sessionLogs =
-            betaAgentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
+            agentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
 
         int logsRead = 0;
         for (SessionLogEvent event : sessionLogs) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
index 1663774499bc..beb7c4a41f75 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -46,11 +45,10 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
         AtomicReference resourcesRef = new AtomicReference<>();
 
         Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient,
-            betaAgentsAsyncClient, agentName, image)
+            agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
 
@@ -62,7 +60,7 @@ public static void main(String[] args) {
 
                 OpenAIClientAsync openAIAsyncClient = builder.buildAgentScopedOpenAIAsyncClient(agentName);
 
-                return betaAgentsAsyncClient.updateAgentDetails(agentName,
+                return agentsAsyncClient.updateAgentDetails(agentName,
                     new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig))
                     .doOnNext(updated -> System.out.printf("Agent endpoint configured for agent: %s%n",
                         updated.getName()))
@@ -76,10 +74,10 @@ public static void main(String[] args) {
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient,
                 agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient,
                 agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
index c1e56d4680ff..35d0ecc37bd2 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -44,11 +43,10 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
 
             AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
                 .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
@@ -56,7 +54,7 @@ public static void main(String[] args) {
                         .setAgentVersion(resources.getAgent().getVersion()))))
                 .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
 
-            betaAgentsClient.updateAgentDetails(agentName,
+            agentsClient.updateAgentDetails(agentName,
                 new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
             System.out.printf("Agent endpoint configured for agent: %s%n", agentName);
 
@@ -69,7 +67,7 @@ public static void main(String[] args) {
 
             HostedAgentsSampleUtils.printResponseOutput(response);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
index 0df9df114114..e264942b527e 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.util.BinaryData;
@@ -33,7 +32,6 @@ public static void main(String[] args) {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         Mono workflow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
@@ -43,7 +41,7 @@ public static void main(String[] args) {
 
                 // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode_initial
 
-                return betaAgentsAsyncClient.createAgentVersionFromCode(
+                return agentsAsyncClient.createAgentVersionFromCode(
                     agentName,
                     codeZipSha256,
                     CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip))
@@ -56,14 +54,14 @@ public static void main(String[] args) {
 
                     // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.downloadAgentCode
 
-                    .then(betaAgentsAsyncClient.downloadAgentCode(agentName, null))
+                    .then(agentsAsyncClient.downloadAgentCode(agentName, null))
                     .flatMap(downloadedCode -> writeDownloadedCode(agentName, downloadedCode))
 
                     // END: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.downloadAgentCode
 
                     // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode
 
-                    .then(betaAgentsAsyncClient.createAgentVersionFromCode(
+                    .then(agentsAsyncClient.createAgentVersionFromCode(
                         agentName,
                         codeZipSha256,
                         CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip)))
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
index 89ba5e8670d1..ee3ad2a8252d 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.core.exception.ResourceNotFoundException;
@@ -32,7 +31,6 @@ public static void main(String[] args) throws IOException {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         try {
             agentsClient.deleteAgent(agentName);
@@ -46,7 +44,7 @@ public static void main(String[] args) throws IOException {
             BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
             String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
 
-            AgentVersionDetails version = betaAgentsClient.createAgentVersionFromCode(
+            AgentVersionDetails version = agentsClient.createAgentVersionFromCode(
                 agentName,
                 codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
@@ -58,7 +56,7 @@ public static void main(String[] args) throws IOException {
 
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.downloadAgentCode
 
-            BinaryData downloadedCode = betaAgentsClient.downloadAgentCode(agentName, null);
+            BinaryData downloadedCode = agentsClient.downloadAgentCode(agentName, null);
             Path downloadPath = Files.createTempFile(agentName + "-", ".zip");
             Files.write(downloadPath, downloadedCode.toBytes());
             System.out.println("Downloaded code package path: " + downloadPath);
@@ -67,7 +65,7 @@ public static void main(String[] args) throws IOException {
 
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.createAgentVersionFromCode
 
-            AgentVersionDetails newVersion = betaAgentsClient.createAgentVersionFromCode(
+            AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(
                 agentName,
                 codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
index f9a55c1a9261..54f11e0df944 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.hostedagents;
 
 import com.azure.ai.agents.AgentsAsyncClient;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
@@ -42,29 +41,28 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         AtomicReference resourcesRef = new AtomicReference<>();
 
-        Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName, image)
+        Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
                 String sessionId = resources.getSession().getAgentSessionId();
 
-                return betaAgentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
+                return agentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
                     BinaryData.fromString("Sample session file 1."), null)
                     .doOnNext(response -> System.out.printf("Uploaded session file: %s%n", response.getPath()))
-                    .then(betaAgentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
+                    .then(agentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
                         BinaryData.fromString("Sample session file 2."), null))
                     .doOnNext(response -> System.out.printf("Uploaded session file: %s%n", response.getPath()))
                     .then(Mono.defer(() -> {
                         System.out.println("Listing session files for the session at path '/remote'...");
-                        return betaAgentsAsyncClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)
+                        return agentsAsyncClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)
                             .doOnNext(entry -> System.out.printf("  - name=%s, size=%d, isDirectory=%s%n",
                                 entry.getName(), entry.getSize(), entry.isDirectory()))
                             .then();
                     }))
-                    .then(betaAgentsAsyncClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null))
+                    .then(agentsAsyncClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null))
                     .doOnNext(downloaded -> {
                         System.out.printf("Downloading and printing content from '%s'%n", REMOTE_FILE_PATH_1);
                         String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
@@ -72,18 +70,18 @@ public static void main(String[] args) {
                     })
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_1);
-                        return betaAgentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
                     }))
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_2);
-                        return betaAgentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
                     }));
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
             .block();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
index ade914d55a42..ecf56556697f 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.hostedagents;
 
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
@@ -40,39 +39,38 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             String sessionId = resources.getSession().getAgentSessionId();
 
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
                 BinaryData.fromString("Sample session file 1."), null);
             System.out.printf("Uploaded session file: %s%n", REMOTE_FILE_PATH_1);
 
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
                 BinaryData.fromString("Sample session file 2."), null);
             System.out.printf("Uploaded session file: %s%n", REMOTE_FILE_PATH_2);
 
             System.out.println("Listing session files for the session at path '/remote'...");
-            for (SessionDirectoryEntry entry : betaAgentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)) {
+            for (SessionDirectoryEntry entry : agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)) {
                 System.out.printf("  - name=%s, size=%d, isDirectory=%s%n", entry.getName(), entry.getSize(),
                     entry.isDirectory());
             }
 
             System.out.printf("Downloading and printing content from '%s'%n", REMOTE_FILE_PATH_1);
-            BinaryData downloaded = betaAgentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
+            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
             String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
             System.out.printf("Session file content (%s):%n%s%n", REMOTE_FILE_PATH_1, fileContent);
 
             System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_1);
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
 
             System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_2);
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
index 3861c62b6275..b6296d9ea899 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -48,10 +47,9 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
         AtomicReference resourcesRef = new AtomicReference<>();
 
-        Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName, image)
+        Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
 
@@ -63,7 +61,7 @@ public static void main(String[] args) {
 
                 OpenAIClientAsync openAIAsyncClient = builder.buildAgentScopedOpenAIAsyncClient(agentName);
 
-                return betaAgentsAsyncClient.updateAgentDetails(agentName,
+                return agentsAsyncClient.updateAgentDetails(agentName,
                     new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig))
                     .doOnNext(updated -> System.out.printf("Agent endpoint configured for agent: %s%n",
                         updated.getName()))
@@ -73,7 +71,7 @@ public static void main(String[] args) {
                             JsonValue.from(resources.getSession().getAgentSessionId()))
                         .build())))
                     .doOnNext(HostedAgentsSampleUtils::printResponseOutput)
-                    .then(betaAgentsAsyncClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
+                    .then(agentsAsyncClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
                         resources.getSession().getAgentSessionId(), new RequestOptions()))
                     .flatMap(response -> Mono.fromRunnable(() -> {
                         try {
@@ -87,9 +85,9 @@ public static void main(String[] args) {
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
             .block();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
index eeea51872c3b..29a0e4997376 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -47,11 +46,10 @@ public static void main(String[] args) throws IOException {
             .endpoint(endpoint);
 
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
 
             AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
                 .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
@@ -59,7 +57,7 @@ public static void main(String[] args) throws IOException {
                         .setAgentVersion(resources.getAgent().getVersion()))))
                 .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
 
-            betaAgentsClient.updateAgentDetails(agentName,
+            agentsClient.updateAgentDetails(agentName,
                 new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
             System.out.printf("Agent endpoint configured for agent: %s%n", agentName);
 
@@ -73,11 +71,11 @@ public static void main(String[] args) throws IOException {
             HostedAgentsSampleUtils.printResponseOutput(openAIResponse);
 
             System.out.println("Streaming session logs...");
-            Response rawStream = betaAgentsClient.getSessionLogStreamWithResponse(agentName,
+            Response rawStream = agentsClient.getSessionLogStreamWithResponse(agentName,
                 resources.getAgent().getVersion(), resources.getSession().getAgentSessionId(), new RequestOptions());
             HostedAgentsSampleUtils.printSseFrames(rawStream.getValue(), 30);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
index 852e0a6b2f42..833c2cce1a32 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentSessionResource;
@@ -37,34 +36,33 @@ public static void main(String[] args) {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         AtomicReference resourcesRef = new AtomicReference<>();
 
-        Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName, image)
+        Mono workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
                 AgentSessionResource session = resources.getSession();
 
-                return betaAgentsAsyncClient.getSession(agentName, session.getAgentSessionId(), null)
+                return agentsAsyncClient.getSession(agentName, session.getAgentSessionId(), null)
                     .doOnNext(fetched -> System.out.printf("Retrieved session (id: %s, status: %s)%n",
                         fetched.getAgentSessionId(), fetched.getStatus()))
-                    .thenMany(betaAgentsAsyncClient.listSessions(agentName, null, null, null, null, null)
+                    .thenMany(agentsAsyncClient.listSessions(agentName, null, null, null, null, null)
                         .doOnSubscribe(unused -> System.out.println("Listing sessions for the agent..."))
                         .doOnNext(item -> System.out.printf("  - %s (status: %s)%n", item.getAgentSessionId(),
                             item.getStatus())))
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session with id: %s...%n", session.getAgentSessionId());
-                        return betaAgentsAsyncClient.deleteSession(agentName, session.getAgentSessionId(), null)
+                        return agentsAsyncClient.deleteSession(agentName, session.getAgentSessionId(), null)
                             .doOnSuccess(unused -> System.out.printf("Session with id: %s deleted.%n",
                                 session.getAgentSessionId()));
                     }));
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
             .block();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
index 0742a96bebb8..53def9b52375 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentSessionResource;
@@ -34,28 +33,27 @@ public static void main(String[] args) {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
-            AgentSessionResource fetched = betaAgentsClient.getSession(agentName, session.getAgentSessionId(), null);
+            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId(), null);
             System.out.printf("Retrieved session (id: %s, status: %s)%n", fetched.getAgentSessionId(),
                 fetched.getStatus());
 
             System.out.println("Listing sessions for the agent...");
-            PagedIterable sessions = betaAgentsClient.listSessions(agentName, null, null, null, null, null);
+            PagedIterable sessions = agentsClient.listSessions(agentName, null, null, null, null, null);
             for (AgentSessionResource item : sessions) {
                 System.out.printf("  - %s (status: %s)%n", item.getAgentSessionId(), item.getStatus());
             }
 
             System.out.printf("Deleting session with id: %s...%n", session.getAgentSessionId());
-            betaAgentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
+            agentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
             System.out.printf("Session with id: %s deleted.%n", session.getAgentSessionId());
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
index 2e5ae853730f..97c97646183a 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
@@ -5,8 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.models.AgentProtocol;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
@@ -52,11 +50,11 @@ private HostedAgentsSampleUtils() {
     }
 
     public static HostedAgentSessionResources createAgentAndSession(AgentsClient agentsClient,
-        BetaAgentsClient betaAgentsClient, String agentName, String image) {
+        String agentName, String image) {
         AgentVersionDetails agent = createHostedAgentVersion(agentsClient, agentName, image);
         waitForAgentVersionActive(agentsClient, agentName, agent.getVersion());
 
-        AgentSessionResource session = betaAgentsClient.createSessionWithResponse(agentName,
+        AgentSessionResource session = agentsClient.createSessionWithResponse(agentName,
             BinaryData.fromObject(createSessionRequest(agent.getVersion())), new RequestOptions()).getValue()
             .toObject(AgentSessionResource.class);
         System.out.printf("Session created (id: %s, status: %s)%n", session.getAgentSessionId(), session.getStatus());
@@ -65,10 +63,10 @@ public static HostedAgentSessionResources createAgentAndSession(AgentsClient age
     }
 
     public static Mono createAgentAndSessionAsync(AgentsAsyncClient agentsAsyncClient,
-        BetaAgentsAsyncClient betaAgentsAsyncClient, String agentName, String image) {
+        String agentName, String image) {
         return createHostedAgentVersionAsync(agentsAsyncClient, agentName, image)
             .flatMap(agent -> waitForAgentVersionActiveAsync(agentsAsyncClient, agentName, agent.getVersion())
-                .then(betaAgentsAsyncClient.createSessionWithResponse(agentName,
+                .then(agentsAsyncClient.createSessionWithResponse(agentName,
                     BinaryData.fromObject(createSessionRequest(agent.getVersion())), new RequestOptions())
                     .map(response -> response.getValue().toObject(AgentSessionResource.class)))
                 .map(session -> {
@@ -78,7 +76,7 @@ public static Mono createAgentAndSessionAsync(Agent
                 }));
     }
 
-    public static void cleanup(AgentsClient agentsClient, BetaAgentsClient betaAgentsClient, String agentName,
+    public static void cleanup(AgentsClient agentsClient, String agentName,
         HostedAgentSessionResources resources) {
         if (resources == null) {
             return;
@@ -86,7 +84,7 @@ public static void cleanup(AgentsClient agentsClient, BetaAgentsClient betaAgent
 
         if (resources.getSession() != null) {
             try {
-                betaAgentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
                 System.out.printf("Session with id: %s deleted.%n", resources.getSession().getAgentSessionId());
             } catch (ResourceNotFoundException ignored) {
                 // The sample may have already deleted the session.
@@ -103,7 +101,7 @@ public static void cleanup(AgentsClient agentsClient, BetaAgentsClient betaAgent
         }
     }
 
-    public static Mono cleanupAsync(AgentsAsyncClient agentsAsyncClient, BetaAgentsAsyncClient betaAgentsAsyncClient,
+    public static Mono cleanupAsync(AgentsAsyncClient agentsAsyncClient,
         String agentName, HostedAgentSessionResources resources) {
         if (resources == null) {
             return Mono.empty();
@@ -112,7 +110,7 @@ public static Mono cleanupAsync(AgentsAsyncClient agentsAsyncClient, BetaA
         Mono deleteSession = Mono.empty();
         if (resources.getSession() != null) {
             String sessionId = resources.getSession().getAgentSessionId();
-            deleteSession = betaAgentsAsyncClient.deleteSession(agentName, sessionId, null)
+            deleteSession = agentsAsyncClient.deleteSession(agentName, sessionId, null)
                 .doOnSuccess(unused -> System.out.printf("Session with id: %s deleted.%n", sessionId))
                 .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty());
         }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
index 82acf26184f1..e516aec6e2df 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
@@ -15,7 +15,7 @@
 import java.util.List;
 
 /**
- * This sample demonstrates how to create a toolbox version using the BetaToolboxesClient.
+ * This sample demonstrates how to create a toolbox version using the ToolboxesClient.
  *
  * 
A toolbox stores reusable tool definitions that can be shared across agents.
  * Each call to {@code createToolboxVersion} creates a new immutable version. If the
@@ -30,10 +30,10 @@ public class CreateToolboxVersion {
     public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         // Code sample for creating a toolbox version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         List tools = Arrays.asList(
                 new McpTool("api_specs")
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java
index becb56ef838f..a6a798e90511 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
  * This sample demonstrates how to delete a toolbox and all its versions using the
- * BetaToolboxesClient.
+ * ToolboxesClient.
  *
  * 
The {@code deleteToolbox} method removes the toolbox and every version
  * associated with it.

@@ -25,10 +25,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for deleting a toolbox
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         toolboxesClient.deleteToolbox(toolboxName);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java
index 7fc90828cc59..d777ab2c12a9 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
  * This sample demonstrates how to delete a specific version of a toolbox using the
- * BetaToolboxesClient.
+ * ToolboxesClient.
  *
  * 
The {@code deleteToolboxVersion} method removes only the specified version,
  * leaving other versions and the toolbox itself intact.

@@ -26,10 +26,10 @@ public static void main(String[] args) {
         String toolboxName = "toolbox_created_from_java";
         String version = "1"; // Replace with the version to delete
         // Code sample for deleting a specific toolbox version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         toolboxesClient.deleteToolboxVersion(toolboxName, version);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java
index 044fc26637fa..b1c260bc1b36 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
- * This sample demonstrates how to retrieve a toolbox using the BetaToolboxesClient.
+ * This sample demonstrates how to retrieve a toolbox using the ToolboxesClient.
  *
  * 
The {@code getToolbox} method returns the toolbox metadata including its name,
  * ID, and default version.

@@ -25,10 +25,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for retrieving a toolbox
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         ToolboxDetails toolbox = toolboxesClient.getToolbox(toolboxName);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
index 7e98bc23a3bf..e66037b156b1 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
@@ -13,7 +13,7 @@
 
 /**
  * This sample demonstrates how to retrieve a specific version of a toolbox
- * using the BetaToolboxesClient.
+ * using the ToolboxesClient.
  *
  * 
The {@code getToolboxVersion} method returns the full version details
  * including the list of tools, description, metadata, and creation timestamp.

@@ -29,10 +29,10 @@ public static void main(String[] args) {
         String toolboxName = "toolbox_created_from_java";
         String version = "1"; // Replace with the desired version
         // Code sample for retrieving a specific toolbox version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         ToolboxVersionDetails toolboxVersion = toolboxesClient.getToolboxVersion(toolboxName, version);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java
index f3d0e62522e7..978d13b12d62 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java
@@ -4,14 +4,14 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
  * This sample demonstrates how to list all versions of a toolbox using the
- * BetaToolboxesClient.
+ * ToolboxesClient.
  *
  * 
The {@code listToolboxVersions} method returns a paginated list of all
  * immutable versions that have been created for a given toolbox.

@@ -26,10 +26,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for listing all versions of a toolbox
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         System.out.println("Listing all versions of toolbox '" + toolboxName + "':");
         for (ToolboxVersionDetails version : toolboxesClient.listToolboxVersions(toolboxName)) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java
index eab23211fb08..2d8e9f5ea43b 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
- * This sample demonstrates how to list all toolboxes using the BetaToolboxesClient.
+ * This sample demonstrates how to list all toolboxes using the ToolboxesClient.
  *
  * 
The {@code listToolboxes} method returns a paginated list of all toolboxes
  * in the project.

@@ -24,10 +24,10 @@ public class ListToolboxes {
     public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         // Code sample for listing all toolboxes
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         System.out.println("Listing all toolboxes:");
         for (ToolboxDetails toolbox : toolboxesClient.listToolboxes()) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
index 28caaf66ad4b..778e883120cf 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxSearchPreviewTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
@@ -25,10 +25,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox-search-tool-java";
 
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint)
-            .beta().buildBetaToolboxesClient();
+            .buildToolboxesClient();
 
         try {
             toolboxesClient.deleteToolbox(toolboxName);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
index 835b9b57c58f..5e48d20f91cd 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesAsyncClient;
+import com.azure.ai.agents.ToolboxesAsyncClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
@@ -35,10 +35,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox-with-mcp-tool-java";
 
-        BetaToolboxesAsyncClient toolboxesAsyncClient = new AgentsClientBuilder()
+        ToolboxesAsyncClient toolboxesAsyncClient = new AgentsClientBuilder()
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint)
-            .beta().buildBetaToolboxesAsyncClient();
+            .buildToolboxesAsyncClient();
 
         List toolsWithMcpApprovalNever = Collections.singletonList(
             new McpTool("api_specs")
@@ -82,7 +82,7 @@ public static void main(String[] args) {
     }
 
     private static Mono printFetchedDefaultToolboxVersion(
-        BetaToolboxesAsyncClient toolboxesAsyncClient, ToolboxDetails updated) {
+        ToolboxesAsyncClient toolboxesAsyncClient, ToolboxDetails updated) {
         System.out.printf("Updated toolbox: %s default version is now %s%n", updated.getName(),
             updated.getDefaultVersion());
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java
index 85e11285eee9..2bcdfc716307 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
- * This sample demonstrates how to update a toolbox using the BetaToolboxesClient.
+ * This sample demonstrates how to update a toolbox using the ToolboxesClient.
  *
  * 
The {@code updateToolbox} method changes the default version that the toolbox
  * points to. This is useful when you have multiple immutable versions and want to
@@ -26,10 +26,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for updating a toolbox's default version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         ToolboxDetails updatedToolbox = toolboxesClient.updateToolbox(toolboxName, "2");
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
index 6e9acfdb615e..fefb6ebd6d5b 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
@@ -40,7 +40,7 @@ public class FoundryFeaturesHeaderVerificationTest {
     private static final String CUSTOM_PIPELINE_VALUE = "custom-pipeline";
     private static final String AGENT_PREVIEW_FEATURES = Stream
         .concat(Arrays.stream(AgentDefinitionOptInKeys.values()).map(AgentDefinitionOptInKeys::toString),
-            Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString()))
+            Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString()))
         .collect(Collectors.joining(","));
 
     @Test
@@ -48,7 +48,7 @@ public void allowPreviewAddsAreaSpecificHeaders() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
         AgentsClientBuilder builder = createBuilder(httpClient).allowPreview(true);
 
-        builder.beta().buildBetaAgentsClient().getSessionWithResponse("agent", "session", new RequestOptions());
+        builder.beta().buildBetaAgentsClient().getOptimizationJobWithResponse("job", new RequestOptions());
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
 
         builder.beta().buildBetaAgentsClient().getOptimizationJobWithResponse("job", new RequestOptions());
@@ -57,9 +57,6 @@ public void allowPreviewAddsAreaSpecificHeaders() {
         builder.beta().buildBetaMemoryStoresClient().getMemoryStoreWithResponse("store", new RequestOptions());
         assertEquals(FoundryFeaturesOptInKeys.MEMORY_STORES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
 
-        builder.beta().buildBetaToolboxesClient().getToolboxWithResponse("toolbox", new RequestOptions());
-        assertEquals(FoundryFeaturesOptInKeys.TOOLBOXES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
-
         builder.buildAgentsClient()
             .createAgentVersionWithResponse("agent", BinaryData.fromString("{}"), new RequestOptions());
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
@@ -70,14 +67,11 @@ public void betaClientsAddAreaSpecificHeadersByDefault() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
         AgentsClientBuilder builder = createBuilder(httpClient);
 
-        builder.beta().buildBetaAgentsClient().getSessionWithResponse("agent", "session", new RequestOptions());
+        builder.beta().buildBetaAgentsClient().getOptimizationJobWithResponse("job", new RequestOptions());
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
 
         builder.beta().buildBetaMemoryStoresClient().getMemoryStoreWithResponse("store", new RequestOptions());
         assertEquals(FoundryFeaturesOptInKeys.MEMORY_STORES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
-
-        builder.beta().buildBetaToolboxesClient().getToolboxWithResponse("toolbox", new RequestOptions());
-        assertEquals(FoundryFeaturesOptInKeys.TOOLBOXES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
     }
 
     @Test
@@ -99,13 +93,13 @@ public void betaHeaderDoesNotLeakToGaClientBuiltFromSameBuilder() {
     @Test
     public void allowPreviewDoesNotOverrideExplicitHeader() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
-        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString();
+        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString();
         RequestOptions requestOptions = new RequestOptions().setHeader(FOUNDRY_FEATURES, explicitHeader);
 
         createBuilder(httpClient).allowPreview(true)
             .beta()
             .buildBetaAgentsClient()
-            .getSessionWithResponse("agent", "session", requestOptions);
+            .getOptimizationJobWithResponse("job", requestOptions);
 
         assertEquals(explicitHeader, foundryFeatures(httpClient));
     }
@@ -129,7 +123,7 @@ public void allowPreviewUsesBuiltClientFeatureHeaderWithoutPathMatching() {
             .allowPreview(true)
             .beta()
             .buildBetaAgentsClient()
-            .getSessionWithResponse("agent", "session", new RequestOptions());
+            .getOptimizationJobWithResponse("job", new RequestOptions());
 
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
     }
@@ -171,12 +165,12 @@ public void customPipelineDoesNotAddGaHeaderUnlessAllowPreview() {
     @Test
     public void customPipelineDoesNotOverrideExplicitFoundryHeader() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
-        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString();
+        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString();
         RequestOptions requestOptions = new RequestOptions().setHeader(FOUNDRY_FEATURES, explicitHeader);
 
         createBuilder(createCustomPipeline(httpClient)).beta()
             .buildBetaAgentsClient()
-            .getSessionWithResponse("agent", "session", requestOptions);
+            .getOptimizationJobWithResponse("job", requestOptions);
 
         assertEquals(explicitHeader, foundryFeatures(httpClient));
         assertEquals(CUSTOM_PIPELINE_VALUE, customPipelineHeader(httpClient));
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
index 21a3ef287009..7cb453aebe44 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
@@ -36,7 +36,7 @@ public class SessionLogAsyncTest extends ClientTestBase {
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     @Disabled
     public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
-        BetaAgentsAsyncClient client = getClientBuilder(httpClient, serviceVersion).beta().buildBetaAgentsAsyncClient();
+        AgentsAsyncClient client = getClientBuilder(httpClient, serviceVersion).buildAgentsAsyncClient();
 
         deleteSession(client);
         AgentSessionResource session = client
@@ -67,15 +67,15 @@ public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersio
         }
     }
 
-    private static Disposable scheduleSessionDelete(BetaAgentsAsyncClient client) {
+    private static Disposable scheduleSessionDelete(AgentsAsyncClient client) {
         return Mono.delay(Duration.ofSeconds(20)).then(deleteSessionAsync(client)).subscribe();
     }
 
-    private static void deleteSession(BetaAgentsAsyncClient client) {
+    private static void deleteSession(AgentsAsyncClient client) {
         deleteSessionAsync(client).block(Duration.ofSeconds(60));
     }
 
-    private static Mono deleteSessionAsync(BetaAgentsAsyncClient client) {
+    private static Mono deleteSessionAsync(AgentsAsyncClient client) {
         return client.deleteSession(AGENT_NAME, SESSION_ID, null).onErrorResume(error -> Mono.empty());
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
index 9007ab60b1cc..580505d45a69 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
@@ -41,7 +41,7 @@ public class SessionLogSyncTest extends ClientTestBase {
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     @Disabled
     public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
-        BetaAgentsClient client = getClientBuilder(httpClient, serviceVersion).beta().buildBetaAgentsClient();
+        AgentsClient client = getClientBuilder(httpClient, serviceVersion).buildAgentsClient();
         RequestOptions featureOptions = new RequestOptions();
 
         deleteSession(client);
@@ -77,7 +77,7 @@ public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersio
         }
     }
 
-    private ScheduledFuture scheduleSessionDelete(BetaAgentsClient client, ScheduledExecutorService executor) {
+    private ScheduledFuture scheduleSessionDelete(AgentsClient client, ScheduledExecutorService executor) {
         return executor.schedule(() -> {
             if (getTestMode() != TestMode.PLAYBACK) {
                 deleteSession(client);
@@ -85,7 +85,7 @@ private ScheduledFuture scheduleSessionDelete(BetaAgentsClient client, Schedu
         }, 20, TimeUnit.SECONDS);
     }
 
-    private static void deleteSession(BetaAgentsClient client) {
+    private static void deleteSession(AgentsClient client) {
         try {
             client.deleteSession(AGENT_NAME, SESSION_ID, null);
         } catch (RuntimeException ignored) {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
index a742fb867902..2dc208362f42 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
@@ -5,8 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
@@ -48,7 +46,6 @@ static Stream getTestParameters() {
     public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String agentName = CodeAgentSampleUtils.SAMPLE_AGENT_NAME + "-test";
 
         try {
@@ -61,13 +58,13 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
             BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
             String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
 
-            AgentVersionDetails version = betaAgentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
+            AgentVersionDetails version = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
             Assertions.assertNotNull(version);
             Assertions.assertEquals(agentName, version.getName());
             Assertions.assertNotNull(version.getVersion());
 
-            BinaryData downloadedCode = betaAgentsClient.downloadAgentCode(agentName, null);
+            BinaryData downloadedCode = agentsClient.downloadAgentCode(agentName, null);
             Assertions.assertNotNull(downloadedCode);
             Assertions.assertTrue(downloadedCode.toBytes().length > 0);
 
@@ -75,7 +72,7 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
             Files.write(downloadPath, downloadedCode.toBytes());
             Assertions.assertTrue(Files.size(downloadPath) > 0);
 
-            AgentVersionDetails newVersion = betaAgentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
+            AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
             Assertions.assertNotNull(newVersion);
             Assertions.assertEquals(agentName, newVersion.getName());
@@ -95,26 +92,25 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
     public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
         String agentName = CodeAgentSampleUtils.SAMPLE_AGENT_NAME + "-async-test";
         BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
         String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
 
         Mono testFlow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
-            .then(betaAgentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
+            .then(agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip)))
             .flatMap(version -> {
                 Assertions.assertNotNull(version);
                 Assertions.assertEquals(agentName, version.getName());
                 Assertions.assertNotNull(version.getVersion());
 
-                return betaAgentsAsyncClient.downloadAgentCode(agentName, null);
+                return agentsAsyncClient.downloadAgentCode(agentName, null);
             })
             .flatMap(downloadedCode -> {
                 Assertions.assertNotNull(downloadedCode);
                 Assertions.assertTrue(downloadedCode.toBytes().length > 0);
-                return betaAgentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
+                return agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
                     CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
             })
             .doOnNext(newVersion -> {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
index a2d1b9e2040f..db86ebf6ae3d 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.hostedagents;
 
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
@@ -59,31 +58,30 @@ static Stream getTestParameters() {
     public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-sessions-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
-            AgentSessionResource fetched = betaAgentsClient.getSession(agentName, session.getAgentSessionId(), null);
+            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId(), null);
             Assertions.assertNotNull(fetched);
             Assertions.assertEquals(session.getAgentSessionId(), fetched.getAgentSessionId());
 
             PagedIterable sessions
-                = betaAgentsClient.listSessions(agentName, null, null, null, null, null);
+                = agentsClient.listSessions(agentName, null, null, null, null, null);
             Assertions.assertTrue(
                 sessions.stream().anyMatch(item -> session.getAgentSessionId().equals(item.getAgentSessionId())));
 
             try {
-                betaAgentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
             } catch (ResourceNotFoundException ignored) {
                 // The session may already be deleted by the service.
             }
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -93,34 +91,32 @@ public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVe
     public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-files-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             String sessionId = resources.getSession().getAgentSessionId();
 
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
                 BinaryData.fromString("Sample session file 1."), null);
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
                 BinaryData.fromString("Sample session file 2."), null);
 
             PagedIterable files
-                = betaAgentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null);
+                = agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null);
             Assertions
                 .assertTrue(files.stream().map(SessionDirectoryEntry::getName).anyMatch("data_file1.txt"::equals));
 
-            BinaryData downloaded
-                = betaAgentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
+            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
             String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
             Assertions.assertEquals("Sample session file 1.", fileContent);
 
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -130,14 +126,13 @@ public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion servi
     public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-endpoint-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
-            configureAgentEndpoint(betaAgentsClient, agentName, resources);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            configureAgentEndpoint(agentsClient, agentName, resources);
 
             OpenAIClient openAIClient = builder.buildAgentScopedOpenAIClient(agentName);
             com.openai.models.responses.Response response = openAIClient.responses()
@@ -150,7 +145,7 @@ public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serv
             Assertions.assertNotNull(response);
             Assertions.assertFalse(response.output().isEmpty());
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -160,14 +155,13 @@ public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serv
     public void sessionLogStreamSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws IOException {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-logs-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
-            configureAgentEndpoint(betaAgentsClient, agentName, resources);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            configureAgentEndpoint(agentsClient, agentName, resources);
 
             OpenAIClient openAIClient = builder.buildAgentScopedOpenAIClient(agentName);
             com.openai.models.responses.Response openAIResponse = openAIClient.responses()
@@ -179,24 +173,23 @@ public void sessionLogStreamSample(HttpClient httpClient, AgentsServiceVersion s
             Assertions.assertNotNull(openAIResponse);
 
             com.azure.core.http.rest.Response rawStream
-                = betaAgentsClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
+                = agentsClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
                     resources.getSession().getAgentSessionId(), new RequestOptions());
             Assertions.assertNotNull(rawStream.getValue());
             HostedAgentsSampleUtils.printSseFrames(rawStream.getValue(), 5);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
-    private static void configureAgentEndpoint(BetaAgentsClient betaAgentsClient, String agentName,
+    private static void configureAgentEndpoint(AgentsClient agentsClient, String agentName,
         HostedAgentSessionResources resources) {
         AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
             .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                 new FixedRatioVersionSelectionRule(100).setAgentVersion(resources.getAgent().getVersion()))))
             .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
 
-        betaAgentsClient.updateAgentDetails(agentName,
-            new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
+        agentsClient.updateAgentDetails(agentName, new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
     }
 
     private String getRequiredConfiguration(String name) {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
index 4d468ed4f015..ef5573a0423a 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
@@ -6,8 +6,8 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
-import com.azure.ai.agents.BetaToolboxesAsyncClient;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesAsyncClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolType;
@@ -41,8 +41,7 @@ static Stream getTestParameters() {
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("getTestParameters")
     public void toolboxSearchToolboxSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
-        BetaToolboxesClient toolboxesClient
-            = getClientBuilder(httpClient, serviceVersion).beta().buildBetaToolboxesClient();
+        ToolboxesClient toolboxesClient = getClientBuilder(httpClient, serviceVersion).buildToolboxesClient();
         String toolboxName = "toolbox-search-tool-java-test";
 
         try {
@@ -76,7 +75,7 @@ public void toolboxSearchToolboxSample(HttpClient httpClient, AgentsServiceVersi
     @MethodSource("getTestParameters")
     public void toolboxesAsyncSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
-        BetaToolboxesAsyncClient toolboxesAsyncClient = builder.beta().buildBetaToolboxesAsyncClient();
+        ToolboxesAsyncClient toolboxesAsyncClient = builder.buildToolboxesAsyncClient();
         String toolboxName = "toolbox-with-mcp-tool-java-async-test";
 
         List toolsWithMcpApprovalNever = Collections

From cd05d885a589475c177e1694b8b0b82514f2a177 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 18 Jun 2026 22:59:23 -0700
Subject: [PATCH 04/45] temp disable tests pending re-record

---
 .../agents/hostedagents/HostedAgentContainerSamplesTests.java   | 1 +
 .../java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java | 2 ++
 2 files changed, 3 insertions(+)

diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
index db86ebf6ae3d..8fe905c37b57 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
@@ -41,6 +41,7 @@
 
 import static com.azure.core.test.TestProxyTestBase.getHttpClients;
 
+@Disabled("TODO: re-record once service no longer requires Foundry-Features opt-in keys for these operations.")
 public class HostedAgentContainerSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
     private static final String REMOTE_FILE_PATH_1 = "/remote/data_file1.txt";
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
index ef5573a0423a..80fd928c2f58 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
@@ -16,6 +16,7 @@
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpClient;
 import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.Arguments;
 import org.junit.jupiter.params.provider.MethodSource;
@@ -29,6 +30,7 @@
 
 import static com.azure.core.test.TestProxyTestBase.getHttpClients;
 
+@Disabled("TODO: re-record once service no longer requires Foundry-Features opt-in keys for these operations.")
 public class ToolboxSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
 

From 3750b44cce7e5d33bb165bdc4eaa99acebc6fb6e Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 18 Jun 2026 23:31:42 -0700
Subject: [PATCH 05/45] projects beta annotations

---
 .../customizations/beta-annotations.csv       |   1 +
 .../ai/projects/BetaDatasetsAsyncClient.java  |  14 +-
 .../azure/ai/projects/BetaDatasetsClient.java |  14 +-
 .../BetaEvaluationTaxonomiesAsyncClient.java  |  18 +--
 .../BetaEvaluationTaxonomiesClient.java       |  18 +--
 .../projects/BetaEvaluatorsAsyncClient.java   |  44 +++---
 .../ai/projects/BetaEvaluatorsClient.java     |  44 +++---
 .../ai/projects/BetaInsightsAsyncClient.java  |  12 +-
 .../azure/ai/projects/BetaInsightsClient.java |  12 +-
 .../ai/projects/BetaModelsAsyncClient.java    |  62 ++------
 .../azure/ai/projects/BetaModelsClient.java   |  62 ++------
 .../ai/projects/BetaRedTeamsAsyncClient.java  |  12 +-
 .../azure/ai/projects/BetaRedTeamsClient.java |  12 +-
 .../ai/projects/BetaRoutinesAsyncClient.java  |  24 ++-
 .../azure/ai/projects/BetaRoutinesClient.java |  24 ++-
 .../ai/projects/BetaSchedulesAsyncClient.java |  16 +-
 .../ai/projects/BetaSchedulesClient.java      |  16 +-
 .../ai/projects/BetaSkillsAsyncClient.java    |  32 ++--
 .../azure/ai/projects/BetaSkillsClient.java   |  32 ++--
 .../implementation/BetaModelsImpl.java        | 108 -------------
 .../CreateSkillVersionFromFilesBody.java      |   2 -
 .../ai/projects/models/ModelVersion.java      |  20 ---
 .../ai/projects/models/SystemDataV3.java      | 144 ------------------
 .../META-INF/azure-ai-projects_metadata.json  |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 25 files changed, 189 insertions(+), 558 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java

diff --git a/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv b/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
index c72daa508736..e08299c790e5 100644
--- a/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
@@ -20,6 +20,7 @@ class;com.azure.ai.projects.models.RoutineDispatchPayload;Preview API. Routines=
 class;com.azure.ai.projects.models.RoutineDispatchPayloadType;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineRun;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineRunPhase;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.RoutineRunStatus;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineTrigger;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineTriggerType;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.ScheduleRoutineTrigger;Preview API. Routines=V1Preview;
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
index 8054327ab3b5..b3e4a7a7ffb2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaDatasetsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DataGenerationJob;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -30,7 +29,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaDatasetsAsyncClient {
 
@@ -52,7 +50,7 @@ public final class BetaDatasetsAsyncClient {
      *
      * Retrieves the specified data generation job and its current status.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -159,7 +157,7 @@ public Mono> getGenerationJobWithResponse(String jobId, Req
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -250,7 +248,7 @@ public PagedFlux listGenerationJobs(RequestOptions requestOptions) {
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -314,9 +312,9 @@ public PagedFlux listGenerationJobs(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -400,7 +398,7 @@ public Mono> createGenerationJobWithResponse(BinaryData job
      *
      * Cancels the specified data generation job if it is still in progress.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
index 2b484a26bf13..54979904723f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaDatasetsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DataGenerationJob;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -24,7 +23,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaDatasetsClient {
 
@@ -46,7 +44,7 @@ public final class BetaDatasetsClient {
      *
      * Retrieves the specified data generation job and its current status.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -152,7 +150,7 @@ public Response getGenerationJobWithResponse(String jobId, RequestOp
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -243,7 +241,7 @@ public PagedIterable listGenerationJobs(RequestOptions requestOption
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -307,9 +305,9 @@ public PagedIterable listGenerationJobs(RequestOptions requestOption
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -393,7 +391,7 @@ public Response createGenerationJobWithResponse(BinaryData job, Requ
      *
      * Cancels the specified data generation job if it is still in progress.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
index 475bd8764ead..1e01332f634e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaEvaluationTaxonomiesImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.EvaluationTaxonomy;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -28,7 +27,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaEvaluationTaxonomiesAsyncClient {
 
@@ -50,7 +48,7 @@ public final class BetaEvaluationTaxonomiesAsyncClient {
      *
      * Retrieves the specified evaluation taxonomy.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -122,7 +120,7 @@ public Mono> getEvaluationTaxonomyWithResponse(String name,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -202,7 +200,7 @@ public Mono> deleteEvaluationTaxonomyWithResponse(String name, Re
      *
      * Creates or replaces the specified evaluation taxonomy with the provided definition.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -244,9 +242,9 @@ public Mono> deleteEvaluationTaxonomyWithResponse(String name, Re
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -310,7 +308,7 @@ public Mono> createEvaluationTaxonomyWithResponse(String na
      *
      * Update an evaluation taxonomy.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -352,9 +350,9 @@ public Mono> createEvaluationTaxonomyWithResponse(String na
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
index 2a04f1d2e1d9..6f41742dee04 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaEvaluationTaxonomiesImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.EvaluationTaxonomy;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -22,7 +21,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaEvaluationTaxonomiesClient {
 
@@ -44,7 +42,7 @@ public final class BetaEvaluationTaxonomiesClient {
      *
      * Retrieves the specified evaluation taxonomy.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -116,7 +114,7 @@ public Response getEvaluationTaxonomyWithResponse(String name, Reque
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -196,7 +194,7 @@ public Response deleteEvaluationTaxonomyWithResponse(String name, RequestO
      *
      * Creates or replaces the specified evaluation taxonomy with the provided definition.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -238,9 +236,9 @@ public Response deleteEvaluationTaxonomyWithResponse(String name, RequestO
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -304,7 +302,7 @@ public Response createEvaluationTaxonomyWithResponse(String name, Bi
      *
      * Update an evaluation taxonomy.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -346,9 +344,9 @@ public Response createEvaluationTaxonomyWithResponse(String name, Bi
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
index 3d562bfebbeb..c1fdda8a09a0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaEvaluatorsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.EvaluatorCredentialInput;
 import com.azure.ai.projects.models.EvaluatorGenerationJob;
@@ -36,7 +35,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaEvaluatorsAsyncClient {
 
@@ -68,7 +66,7 @@ public final class BetaEvaluatorsAsyncClient {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -154,7 +152,7 @@ public PagedFlux listEvaluatorVersions(String name, RequestOptions r
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -229,7 +227,7 @@ public PagedFlux listLatestEvaluatorVersions(RequestOptions requestO
      *
      * Retrieves the specified evaluator version, returning 404 if it does not exist.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -331,7 +329,7 @@ public Mono> deleteEvaluatorVersionWithResponse(String name, Stri
      *
      * Creates a new evaluator version with an auto-incremented version identifier.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -387,9 +385,9 @@ public Mono> deleteEvaluatorVersionWithResponse(String name, Stri
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -467,7 +465,7 @@ public Mono> createEvaluatorVersionWithResponse(String name
      *
      * Updates the specified evaluator version in place.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -523,9 +521,9 @@ public Mono> createEvaluatorVersionWithResponse(String name
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -605,7 +603,7 @@ public Mono> updateEvaluatorVersionWithResponse(String name
      *
      * Initiates a new pending upload or retrieves an existing one for the specified evaluator version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -615,9 +613,9 @@ public Mono> updateEvaluatorVersionWithResponse(String name
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -660,7 +658,7 @@ public Mono> startPendingUploadWithResponse(String name, St
      *
      * Retrieves SAS credentials for accessing the storage account associated with the specified evaluator version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -668,9 +666,9 @@ public Mono> startPendingUploadWithResponse(String name, St
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -720,7 +718,7 @@ public Mono> getCredentialsWithResponse(String name, String
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -813,9 +811,9 @@ public Mono> getCredentialsWithResponse(String name, String
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -930,7 +928,7 @@ public Mono> createEvaluatorGenerationJobWithResponse(Binar
      *
      * Gets the details of an evaluator generation job by its ID.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1070,7 +1068,7 @@ public Mono> getEvaluatorGenerationJobWithResponse(String j
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1182,7 +1180,7 @@ public PagedFlux listEvaluatorGenerationJobs(RequestOptions requestO
      *
      * Cancels an evaluator generation job by its ID.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
index 4b24ae5a2bc1..7b96bdba77e4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaEvaluatorsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.EvaluatorCredentialInput;
 import com.azure.ai.projects.models.EvaluatorGenerationJob;
@@ -30,7 +29,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaEvaluatorsClient {
 
@@ -62,7 +60,7 @@ public final class BetaEvaluatorsClient {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -148,7 +146,7 @@ public PagedIterable listEvaluatorVersions(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -223,7 +221,7 @@ public PagedIterable listLatestEvaluatorVersions(RequestOptions requ
      *
      * Retrieves the specified evaluator version, returning 404 if it does not exist.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -324,7 +322,7 @@ public Response deleteEvaluatorVersionWithResponse(String name, String ver
      *
      * Creates a new evaluator version with an auto-incremented version identifier.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -380,9 +378,9 @@ public Response deleteEvaluatorVersionWithResponse(String name, String ver
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -460,7 +458,7 @@ public Response createEvaluatorVersionWithResponse(String name, Bina
      *
      * Updates the specified evaluator version in place.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -516,9 +514,9 @@ public Response createEvaluatorVersionWithResponse(String name, Bina
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -597,7 +595,7 @@ public Response updateEvaluatorVersionWithResponse(String name, Stri
      *
      * Initiates a new pending upload or retrieves an existing one for the specified evaluator version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -607,9 +605,9 @@ public Response updateEvaluatorVersionWithResponse(String name, Stri
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -650,7 +648,7 @@ public Response startPendingUploadWithResponse(String name, String v
      *
      * Retrieves SAS credentials for accessing the storage account associated with the specified evaluator version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -658,9 +656,9 @@ public Response startPendingUploadWithResponse(String name, String v
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -710,7 +708,7 @@ public Response getCredentialsWithResponse(String name, String versi
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -803,9 +801,9 @@ public Response getCredentialsWithResponse(String name, String versi
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -920,7 +918,7 @@ public Response createEvaluatorGenerationJobWithResponse(BinaryData
      *
      * Gets the details of an evaluator generation job by its ID.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1058,7 +1056,7 @@ public Response getEvaluatorGenerationJobWithResponse(String jobId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1170,7 +1168,7 @@ public PagedIterable listEvaluatorGenerationJobs(RequestOptions requ
      *
      * Cancels an evaluator generation job by its ID.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
index bfaea01a79b3..f1bd1fe0f063 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaInsightsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Insight;
 import com.azure.ai.projects.models.InsightType;
 import com.azure.core.annotation.Generated;
@@ -29,7 +28,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaInsightsAsyncClient {
 
@@ -60,7 +58,7 @@ public final class BetaInsightsAsyncClient {
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -80,9 +78,9 @@ public final class BetaInsightsAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -131,7 +129,7 @@ public Mono> generateInsightWithResponse(BinaryData insight
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -187,7 +185,7 @@ public Mono> getInsightWithResponse(String id, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
index 1911e7667a23..115d7d96617d 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaInsightsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Insight;
 import com.azure.ai.projects.models.InsightType;
 import com.azure.core.annotation.Generated;
@@ -23,7 +22,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaInsightsClient {
 
@@ -54,7 +52,7 @@ public final class BetaInsightsClient {
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -74,9 +72,9 @@ public final class BetaInsightsClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -124,7 +122,7 @@ public Response generateInsightWithResponse(BinaryData insight, Requ
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -179,7 +177,7 @@ public Response getInsightWithResponse(String id, RequestOptions req
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
index fedde0fe85c1..667fb24f58ae 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.projects.implementation.BetaModelsImpl;
 import com.azure.ai.projects.implementation.JsonMergePatchHelper;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateAsyncResponse;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.ModelCredentialInput;
@@ -35,7 +34,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaModelsAsyncClient {
 
@@ -57,16 +55,10 @@ public final class BetaModelsAsyncClient {
      *
      * List all versions of the given ModelVersion.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -124,16 +116,10 @@ public PagedFlux listModelVersions(String name, RequestOptions reque
      *
      * List the latest version of each ModelVersion.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -190,16 +176,10 @@ public PagedFlux listLatestModelVersions(RequestOptions requestOptio
      *
      * Retrieves the specified model version, returning 404 if it does not exist.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -284,7 +264,7 @@ public Mono> deleteModelVersionWithResponse(String name, String v
      *
      * Update an existing ModelVersion with the given version id.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -295,18 +275,12 @@ public Mono> deleteModelVersionWithResponse(String name, String v
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -369,16 +343,10 @@ public Mono> updateModelVersionWithResponse(String name, St
      * Creates a model version asynchronously with blob content validation. Returns 202 Accepted with a location header
      * for polling the operation status.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -416,9 +384,9 @@ public Mono> updateModelVersionWithResponse(String name, St
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -450,7 +418,7 @@ public Mono> createModelVersionAsyncWithResponse(String nam
      *
      * Initiates a new pending upload or retrieves an existing one for the specified model version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -460,9 +428,9 @@ public Mono> createModelVersionAsyncWithResponse(String nam
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -505,7 +473,7 @@ public Mono> startModelPendingUploadWithResponse(String nam
      *
      * Retrieves temporary credentials for accessing the storage backing the specified model version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -513,9 +481,9 @@ public Mono> startModelPendingUploadWithResponse(String nam
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
index b819a4ea11b4..afbb5c057f20 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.projects.implementation.BetaModelsImpl;
 import com.azure.ai.projects.implementation.JsonMergePatchHelper;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateAsyncResponse;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.ModelCredentialInput;
@@ -29,7 +28,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaModelsClient {
 
@@ -51,16 +49,10 @@ public final class BetaModelsClient {
      *
      * List all versions of the given ModelVersion.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -118,16 +110,10 @@ public PagedIterable listModelVersions(String name, RequestOptions r
      *
      * List the latest version of each ModelVersion.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -184,16 +170,10 @@ public PagedIterable listLatestModelVersions(RequestOptions requestO
      *
      * Retrieves the specified model version, returning 404 if it does not exist.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -276,7 +256,7 @@ public Response deleteModelVersionWithResponse(String name, String version
      *
      * Update an existing ModelVersion with the given version id.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -287,18 +267,12 @@ public Response deleteModelVersionWithResponse(String name, String version
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -360,16 +334,10 @@ public Response updateModelVersionWithResponse(String name, String v
      * Creates a model version asynchronously with blob content validation. Returns 202 Accepted with a location header
      * for polling the operation status.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -407,9 +375,9 @@ public Response updateModelVersionWithResponse(String name, String v
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -441,7 +409,7 @@ public Response createModelVersionAsyncWithResponse(String name, Str
      *
      * Initiates a new pending upload or retrieves an existing one for the specified model version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -451,9 +419,9 @@ public Response createModelVersionAsyncWithResponse(String name, Str
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -495,7 +463,7 @@ public Response startModelPendingUploadWithResponse(String name, Str
      *
      * Retrieves temporary credentials for accessing the storage backing the specified model version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -503,9 +471,9 @@ public Response startModelPendingUploadWithResponse(String name, Str
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
index c5d5e66ecb92..dee3fac7dde7 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaRedTeamsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.RedTeam;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -28,7 +27,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaRedTeamsAsyncClient {
 
@@ -50,7 +48,7 @@ public final class BetaRedTeamsAsyncClient {
      *
      * Retrieves the specified redteam and its configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -101,7 +99,7 @@ public Mono> getRedTeamWithResponse(String name, RequestOpt
      *
      * Returns the redteams available in the current project.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -148,7 +146,7 @@ public PagedFlux listRedTeams(RequestOptions requestOptions) {
      *
      * Submits a new redteam run for execution with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -176,9 +174,9 @@ public PagedFlux listRedTeams(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
index cb312994f0dc..b656ee9d7ce8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaRedTeamsImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.RedTeam;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -22,7 +21,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaRedTeamsClient {
 
@@ -44,7 +42,7 @@ public final class BetaRedTeamsClient {
      *
      * Retrieves the specified redteam and its configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -94,7 +92,7 @@ public Response getRedTeamWithResponse(String name, RequestOptions r
      *
      * Returns the redteams available in the current project.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -141,7 +139,7 @@ public PagedIterable listRedTeams(RequestOptions requestOptions) {
      *
      * Submits a new redteam run for execution with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -169,9 +167,9 @@ public PagedIterable listRedTeams(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
index 7baf71ae6220..54b7515a2ce9 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
@@ -6,7 +6,6 @@
 import com.azure.ai.projects.implementation.BetaRoutinesImpl;
 import com.azure.ai.projects.implementation.models.CreateOrUpdateRoutineRequest;
 import com.azure.ai.projects.implementation.models.DispatchRoutineAsyncRequest;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DispatchRoutineResult;
 import com.azure.ai.projects.models.Routine;
 import com.azure.ai.projects.models.RoutineAction;
@@ -36,7 +35,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaRoutinesAsyncClient {
 
@@ -58,7 +56,7 @@ public final class BetaRoutinesAsyncClient {
      *
      * Creates a new routine or replaces an existing routine with the supplied definition.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -75,9 +73,9 @@ public final class BetaRoutinesAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -121,7 +119,7 @@ public Mono> createOrUpdateRoutineWithResponse(String routi
      *
      * Retrieves the specified routine and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -164,7 +162,7 @@ public Mono> getRoutineWithResponse(String routineName, Req
      *
      * Enables the specified routine so it can be dispatched.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -205,7 +203,7 @@ public Mono> enableRoutineWithResponse(String routineName,
      *
      * Disables the specified routine so it no longer runs.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -259,7 +257,7 @@ public Mono> disableRoutineWithResponse(String routineName,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -332,7 +330,7 @@ public Mono> deleteRoutineWithResponse(String routineName, Reques
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -381,7 +379,7 @@ public PagedFlux listRoutineRuns(String routineName, RequestOptions
      *
      * Queues an asynchronous dispatch for the specified routine.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -391,9 +389,9 @@ public PagedFlux listRoutineRuns(String routineName, RequestOptions
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
index 686857dda025..42406b22ada5 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
@@ -6,7 +6,6 @@
 import com.azure.ai.projects.implementation.BetaRoutinesImpl;
 import com.azure.ai.projects.implementation.models.CreateOrUpdateRoutineRequest;
 import com.azure.ai.projects.implementation.models.DispatchRoutineAsyncRequest;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DispatchRoutineResult;
 import com.azure.ai.projects.models.Routine;
 import com.azure.ai.projects.models.RoutineAction;
@@ -30,7 +29,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaRoutinesClient {
 
@@ -52,7 +50,7 @@ public final class BetaRoutinesClient {
      *
      * Creates a new routine or replaces an existing routine with the supplied definition.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -69,9 +67,9 @@ public final class BetaRoutinesClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -114,7 +112,7 @@ public Response createOrUpdateRoutineWithResponse(String routineName
      *
      * Retrieves the specified routine and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -156,7 +154,7 @@ public Response getRoutineWithResponse(String routineName, RequestOp
      *
      * Enables the specified routine so it can be dispatched.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -196,7 +194,7 @@ public Response enableRoutineWithResponse(String routineName, Reques
      *
      * Disables the specified routine so it no longer runs.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -249,7 +247,7 @@ public Response disableRoutineWithResponse(String routineName, Reque
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -322,7 +320,7 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -371,7 +369,7 @@ public PagedIterable listRoutineRuns(String routineName, RequestOpti
      *
      * Queues an asynchronous dispatch for the specified routine.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -381,9 +379,9 @@ public PagedIterable listRoutineRuns(String routineName, RequestOpti
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
index d617632fb5f8..b2299c267b55 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaSchedulesImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Schedule;
 import com.azure.ai.projects.models.ScheduleRun;
 import com.azure.ai.projects.models.ScheduleTaskType;
@@ -30,7 +29,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaSchedulesAsyncClient {
 
@@ -71,7 +69,7 @@ public Mono> deleteScheduleWithResponse(String id, RequestOptions
      *
      * Retrieves the specified schedule resource.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -132,7 +130,7 @@ public Mono> getScheduleWithResponse(String id, RequestOpti
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -181,7 +179,7 @@ public PagedFlux listSchedules(RequestOptions requestOptions) {
      *
      * Creates a new schedule or updates an existing schedule with the supplied definition.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -211,9 +209,9 @@ public PagedFlux listSchedules(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -265,7 +263,7 @@ public Mono> createOrUpdateScheduleWithResponse(String id,
      *
      * Retrieves the specified run for a schedule.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -313,7 +311,7 @@ public Mono> getScheduleRunWithResponse(String scheduleId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
index 137ef07a84d8..9acff3d07893 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaSchedulesImpl;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Schedule;
 import com.azure.ai.projects.models.ScheduleRun;
 import com.azure.ai.projects.models.ScheduleTaskType;
@@ -24,7 +23,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaSchedulesClient {
 
@@ -65,7 +63,7 @@ public Response deleteScheduleWithResponse(String id, RequestOptions reque
      *
      * Retrieves the specified schedule resource.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -126,7 +124,7 @@ public Response getScheduleWithResponse(String id, RequestOptions re
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -175,7 +173,7 @@ public PagedIterable listSchedules(RequestOptions requestOptions) {
      *
      * Creates a new schedule or updates an existing schedule with the supplied definition.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -205,9 +203,9 @@ public PagedIterable listSchedules(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -259,7 +257,7 @@ public Response createOrUpdateScheduleWithResponse(String id, Binary
      *
      * Retrieves the specified run for a schedule.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -307,7 +305,7 @@ public Response getScheduleRunWithResponse(String scheduleId, String
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
index debb6ceb725c..d0864e1b89bd 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
@@ -8,7 +8,6 @@
 import com.azure.ai.projects.implementation.MultipartFormDataHelper;
 import com.azure.ai.projects.implementation.models.CreateSkillVersionRequest;
 import com.azure.ai.projects.implementation.models.UpdateSkillRequest;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateSkillVersionFromFilesBody;
 import com.azure.ai.projects.models.SkillDetails;
 import com.azure.ai.projects.models.SkillFileDetails;
@@ -38,7 +37,6 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
 public final class BetaSkillsAsyncClient {
 
@@ -60,7 +58,7 @@ public final class BetaSkillsAsyncClient {
      *
      * Retrieves the specified skill and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -113,7 +111,7 @@ public Mono> getSkillWithResponse(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -145,7 +143,7 @@ public PagedFlux listSkills(RequestOptions requestOptions) {
      *
      * Modifies the specified skill's configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -153,9 +151,9 @@ public PagedFlux listSkills(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -190,7 +188,7 @@ public Mono> updateSkillWithResponse(String name, BinaryDat
      *
      * Removes the specified skill and its associated versions.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -220,7 +218,7 @@ Mono> internalDeleteSkillWithResponse(String name, RequestO
      *
      * Creates a new version of a skill. If the skill does not exist, it will be created.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -240,9 +238,9 @@ Mono> internalDeleteSkillWithResponse(String name, RequestO
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -277,7 +275,7 @@ public Mono> createSkillVersionWithResponse(String name, Bi
      *
      * Creates a new version of a skill from uploaded files via multipart form data.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -334,7 +332,7 @@ Mono> createSkillVersionFromFilesWithResponse(String name,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -367,7 +365,7 @@ public PagedFlux listSkillVersions(String name, RequestOptions reque
      *
      * Retrieves the specified version of a skill by name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -402,7 +400,7 @@ public Mono> getSkillVersionWithResponse(String name, Strin
      *
      * Downloads the zip content for the default version of a skill.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -428,7 +426,7 @@ public Mono> getSkillContentWithResponse(String name, Reque
      *
      * Downloads the zip content for a specific version of a skill.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -503,7 +501,7 @@ public Mono> deleteSkillWithResponse(String name, RequestOptions
      *
      * Removes the specified version of a skill.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
index 5e9605c59dd2..c295326d6cd1 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
@@ -8,7 +8,6 @@
 import com.azure.ai.projects.implementation.MultipartFormDataHelper;
 import com.azure.ai.projects.implementation.models.CreateSkillVersionRequest;
 import com.azure.ai.projects.implementation.models.UpdateSkillRequest;
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateSkillVersionFromFilesBody;
 import com.azure.ai.projects.models.SkillDetails;
 import com.azure.ai.projects.models.SkillFileDetails;
@@ -33,7 +32,6 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
 public final class BetaSkillsClient {
 
@@ -55,7 +53,7 @@ public final class BetaSkillsClient {
      *
      * Retrieves the specified skill and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -108,7 +106,7 @@ public Response getSkillWithResponse(String name, RequestOptions req
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -140,7 +138,7 @@ public PagedIterable listSkills(RequestOptions requestOptions) {
      *
      * Modifies the specified skill's configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -148,9 +146,9 @@ public PagedIterable listSkills(RequestOptions requestOptions) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -230,7 +228,7 @@ public Response deleteSkillWithResponse(String name, RequestOptions reques
      *
      * Removes the specified skill and its associated versions.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -260,7 +258,7 @@ Response internalDeleteSkillWithResponse(String name, RequestOptions
      *
      * Creates a new version of a skill. If the skill does not exist, it will be created.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -280,9 +278,9 @@ Response internalDeleteSkillWithResponse(String name, RequestOptions
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -317,7 +315,7 @@ public Response createSkillVersionWithResponse(String name, BinaryDa
      *
      * Creates a new version of a skill from uploaded files via multipart form data.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -374,7 +372,7 @@ Response createSkillVersionFromFilesWithResponse(String name, Binary
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -407,7 +405,7 @@ public PagedIterable listSkillVersions(String name, RequestOptions r
      *
      * Retrieves the specified version of a skill by name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -442,7 +440,7 @@ public Response getSkillVersionWithResponse(String name, String vers
      *
      * Downloads the zip content for the default version of a skill.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -468,7 +466,7 @@ public Response getSkillContentWithResponse(String name, RequestOpti
      *
      * Downloads the zip content for a specific version of a skill.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -496,7 +494,7 @@ public Response getSkillVersionContentWithResponse(String name, Stri
      *
      * Removes the specified version of a skill.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java
index b7adfad7e367..147434afb4fe 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java
@@ -310,12 +310,6 @@ Response listLatestModelVersionsNextSync(
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -383,12 +377,6 @@ private Mono> listModelVersionsSinglePageAsync(String
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -453,12 +441,6 @@ public PagedFlux listModelVersionsAsync(String name, RequestOptions
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -523,12 +505,6 @@ private PagedResponse listModelVersionsSinglePage(String name, Reque
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -593,12 +569,6 @@ public PagedIterable listModelVersions(String name, RequestOptions r
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -664,12 +634,6 @@ private Mono> listLatestModelVersionsSinglePageAsync(R
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -733,12 +697,6 @@ public PagedFlux listLatestModelVersionsAsync(RequestOptions request
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -802,12 +760,6 @@ private PagedResponse listLatestModelVersionsSinglePage(RequestOptio
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -871,12 +823,6 @@ public PagedIterable listLatestModelVersions(RequestOptions requestO
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -944,12 +890,6 @@ public Mono> getModelVersionWithResponseAsync(String name,
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1072,12 +1012,6 @@ public Response deleteModelVersionWithResponse(String name, String version
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1158,12 +1092,6 @@ public Mono> updateModelVersionWithResponseAsync(String nam
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1231,12 +1159,6 @@ public Response updateModelVersionWithResponse(String name, String v
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1316,12 +1238,6 @@ public Mono> createModelVersionAsyncWithResponseAsync(Strin
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1620,12 +1536,6 @@ public Response getModelCredentialsWithResponse(String name, String
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1693,12 +1603,6 @@ private Mono> listModelVersionsNextSinglePageAsync(Str
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1763,12 +1667,6 @@ private PagedResponse listModelVersionsNextSinglePage(String nextLin
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1836,12 +1734,6 @@ private Mono> listLatestModelVersionsNextSinglePageAsy
      * 
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
index b1f9ce3ee0bb..53ef65d4089d 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import java.util.List;
@@ -14,7 +13,6 @@
  * uploads, files are validated as-is.
  */
 @Fluent
-@Beta(warningText = "Preview API. Skills=V1Preview")
 public final class CreateSkillVersionFromFilesBody {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
index f152b1b39b6e..c4489fe9df44 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
@@ -19,12 +19,6 @@
 @Fluent
 public final class ModelVersion implements JsonSerializable {
 
-    /*
-     * System related metadata
-     */
-    @Generated
-    private SystemDataV3 systemData;
-
     /*
      * The weight type of the model
      */
@@ -103,16 +97,6 @@ public ModelVersion(String blobUrl) {
         this.blobUrl = blobUrl;
     }
 
-    /**
-     * Get the systemData property: System related metadata.
-     *
-     * @return the systemData value.
-     */
-    @Generated
-    public SystemDataV3 getSystemData() {
-        return this.systemData;
-    }
-
     /**
      * Get the weightType property: The weight type of the model.
      *
@@ -331,7 +315,6 @@ public static ModelVersion fromJson(JsonReader jsonReader) throws IOException {
             String blobUrl = null;
             String name = null;
             String version = null;
-            SystemDataV3 systemData = null;
             FoundryModelWeightType weightType = null;
             String baseModel = null;
             ModelSourceData source = null;
@@ -350,8 +333,6 @@ public static ModelVersion fromJson(JsonReader jsonReader) throws IOException {
                     name = reader.getString();
                 } else if ("version".equals(fieldName)) {
                     version = reader.getString();
-                } else if ("systemData".equals(fieldName)) {
-                    systemData = SystemDataV3.fromJson(reader);
                 } else if ("weightType".equals(fieldName)) {
                     weightType = FoundryModelWeightType.fromString(reader.getString());
                 } else if ("baseModel".equals(fieldName)) {
@@ -377,7 +358,6 @@ public static ModelVersion fromJson(JsonReader jsonReader) throws IOException {
             ModelVersion deserializedModelVersion = new ModelVersion(blobUrl);
             deserializedModelVersion.name = name;
             deserializedModelVersion.version = version;
-            deserializedModelVersion.systemData = systemData;
             deserializedModelVersion.weightType = weightType;
             deserializedModelVersion.baseModel = baseModel;
             deserializedModelVersion.source = source;
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java
deleted file mode 100644
index 5ae87ab33724..000000000000
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java
+++ /dev/null
@@ -1,144 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.projects.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Instant;
-import java.time.OffsetDateTime;
-import java.time.ZoneOffset;
-
-/**
- * System metadata for a resource.
- */
-@Immutable
-public final class SystemDataV3 implements JsonSerializable {
-
-    /*
-     * Timestamp of resource creation
-     */
-    @Generated
-    private Long createdAt;
-
-    /*
-     * Identity that created the resource
-     */
-    @Generated
-    private String createdBy;
-
-    /*
-     * Type of identity that created the resource
-     */
-    @Generated
-    private String createdByType;
-
-    /*
-     * Timestamp of last resource modification
-     */
-    @Generated
-    private Long lastModifiedAt;
-
-    /**
-     * Creates an instance of SystemDataV3 class.
-     */
-    @Generated
-    private SystemDataV3() {
-    }
-
-    /**
-     * Get the createdAt property: Timestamp of resource creation.
-     *
-     * @return the createdAt value.
-     */
-    @Generated
-    public OffsetDateTime getCreatedAt() {
-        if (this.createdAt == null) {
-            return null;
-        }
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the createdBy property: Identity that created the resource.
-     *
-     * @return the createdBy value.
-     */
-    @Generated
-    public String getCreatedBy() {
-        return this.createdBy;
-    }
-
-    /**
-     * Get the createdByType property: Type of identity that created the resource.
-     *
-     * @return the createdByType value.
-     */
-    @Generated
-    public String getCreatedByType() {
-        return this.createdByType;
-    }
-
-    /**
-     * Get the lastModifiedAt property: Timestamp of last resource modification.
-     *
-     * @return the lastModifiedAt value.
-     */
-    @Generated
-    public OffsetDateTime getLastModifiedAt() {
-        if (this.lastModifiedAt == null) {
-            return null;
-        }
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.lastModifiedAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeNumberField("createdAt", this.createdAt);
-        jsonWriter.writeStringField("createdBy", this.createdBy);
-        jsonWriter.writeStringField("createdByType", this.createdByType);
-        jsonWriter.writeNumberField("lastModifiedAt", this.lastModifiedAt);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of SystemDataV3 from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of SystemDataV3 if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the SystemDataV3.
-     */
-    @Generated
-    public static SystemDataV3 fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            SystemDataV3 deserializedSystemDataV3 = new SystemDataV3();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("createdAt".equals(fieldName)) {
-                    deserializedSystemDataV3.createdAt = reader.getNullable(JsonReader::getLong);
-                } else if ("createdBy".equals(fieldName)) {
-                    deserializedSystemDataV3.createdBy = reader.getString();
-                } else if ("createdByType".equals(fieldName)) {
-                    deserializedSystemDataV3.createdByType = reader.getString();
-                } else if ("lastModifiedAt".equals(fieldName)) {
-                    deserializedSystemDataV3.lastModifiedAt = reader.getNullable(JsonReader::getLong);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedSystemDataV3;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 126e3c1ec319..115c6a22f302 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"570731661465","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluatorsAsyncClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorGenerationJobs":"Azure.AI.Projects.EvaluatorGenerationJobs.list","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorVersions":"Azure.AI.Projects.Evaluators.listVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listLatestEvaluatorVersions":"Azure.AI.Projects.Evaluators.listLatestVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUpload":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUploadWithResponse":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersion":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluato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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 2eb93591dfee..9426093daf10 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: ed970345c89c8758b74b08f740067cc2d854ed26
+commit: 74bb5279f6e82bfd3609e38c01402e3caaf62478
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 3c6e73e4b5530ff94cd3d0d3cabef65f9479f320 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 18 Jun 2026 23:32:16 -0700
Subject: [PATCH 06/45] agents beta annotations

---
 .../customizations/beta-annotations.csv       |  55 +-----
 .../src/main/java/AgentsCustomizations.java   |   3 +-
 .../azure/ai/agents/AgentsAsyncClient.java    | 101 +++++++++-
 .../com/azure/ai/agents/AgentsClient.java     |  99 +++++++++-
 .../ai/agents/BetaAgentsAsyncClient.java      |  14 +-
 .../com/azure/ai/agents/BetaAgentsClient.java |  14 +-
 .../agents/BetaMemoryStoresAsyncClient.java   |  62 +++---
 .../ai/agents/BetaMemoryStoresClient.java     |  62 +++---
 .../azure/ai/agents/ToolboxesAsyncClient.java |  30 ++-
 .../com/azure/ai/agents/ToolboxesClient.java  |  30 ++-
 .../ai/agents/implementation/AgentsImpl.java  | 144 ++++++++++++++
 .../agents/implementation/ToolboxesImpl.java  |  20 +-
 .../models/CreateAgentFromCodeContent.java    |   2 -
 .../models/CreateAgentOptions.java            |  29 +++
 .../models/CreateAgentRequest.java            |  34 ++++
 .../models/AgentBlueprintReference.java       |   2 -
 .../models/AgentBlueprintReferenceType.java   |   2 -
 .../com/azure/ai/agents/models/AgentCard.java |   2 -
 .../ai/agents/models/AgentCardSkill.java      |   2 -
 .../ai/agents/models/AgentDefinition.java     |   3 +-
 .../azure/ai/agents/models/AgentDetails.java  |  32 +--
 .../AgentEndpointAuthorizationScheme.java     |   2 -
 .../AgentEndpointAuthorizationSchemeType.java |   2 -
 .../ai/agents/models/AgentEndpointConfig.java |   2 -
 .../azure/ai/agents/models/AgentIdentity.java |   2 -
 .../azure/ai/agents/models/AgentProtocol.java |  81 --------
 .../agents/models/AgentSessionResource.java   |   2 -
 .../ai/agents/models/AgentSessionStatus.java  |   2 -
 .../azure/ai/agents/models/AgentState.java    |  57 ++++++
 .../ai/agents/models/AgentVersionDetails.java |  11 +-
 .../models/BotServiceAuthorizationScheme.java |   2 -
 .../BotServiceRbacAuthorizationScheme.java    |   2 -
 .../ai/agents/models/CodeConfiguration.java   |   2 -
 .../agents/models/ContainerConfiguration.java |   2 -
 .../CreateAgentVersionFromCodeContent.java    |   2 -
 .../CreateAgentVersionFromCodeMetadata.java   |   4 +-
 .../models/CreateAgentVersionInput.java       |   5 +-
 .../models/EntraAuthorizationScheme.java      |   2 -
 .../models/EntraIsolationKeySource.java       |   2 -
 .../FixedRatioVersionSelectionRule.java       |   2 -
 .../models/HeaderIsolationKeySource.java      |   2 -
 .../models/HeaderTelemetryEndpointAuth.java   |   2 -
 .../agents/models/HostedAgentDefinition.java  |   2 -
 .../ai/agents/models/IsolationKeySource.java  |   2 -
 .../agents/models/IsolationKeySourceKind.java |   2 -
 ...anagedAgentIdentityBlueprintReference.java |   2 -
 .../agents/models/OtlpTelemetryEndpoint.java  |   2 -
 .../agents/models/ProtocolVersionRecord.java  |  32 +--
 .../ai/agents/models/ReminderPreviewTool.java | 185 ++++++++++++++++++
 .../ai/agents/models/SessionLogEvent.java     |   2 -
 .../ai/agents/models/SessionLogEventType.java |   2 -
 .../ai/agents/models/TelemetryConfig.java     |   2 -
 .../ai/agents/models/TelemetryDataKind.java   |   2 -
 .../ai/agents/models/TelemetryEndpoint.java   |   2 -
 .../agents/models/TelemetryEndpointAuth.java  |   2 -
 .../models/TelemetryEndpointAuthType.java     |   2 -
 .../agents/models/TelemetryEndpointKind.java  |   2 -
 .../models/TelemetryTransportProtocol.java    |   2 -
 .../java/com/azure/ai/agents/models/Tool.java |   2 +
 .../com/azure/ai/agents/models/ToolType.java  |   6 +
 .../ai/agents/models/VersionIndicator.java    |   2 -
 .../agents/models/VersionIndicatorType.java   |   2 -
 .../ai/agents/models/VersionRefIndicator.java |   2 -
 .../agents/models/VersionSelectionRule.java   |   2 -
 .../ai/agents/models/VersionSelector.java     |   2 -
 .../ai/agents/models/VersionSelectorType.java |   2 -
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 68 files changed, 813 insertions(+), 388 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 2e716bf8e0c3..2a814bc31b10 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -1,43 +1,8 @@
 type;class_name;annotation_description;member_name
-class;com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.AgentBlueprintReference;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentBlueprintReferenceType;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentCard;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentCardSkill;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentDefinition;Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview;
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;agent_card
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;agent_endpoint
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;blueprint_reference
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;blueprintIdentity
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;instance_identity
-class;com.azure.ai.agents.models.AgentEndpointAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentEndpointAuthorizationSchemeType;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentEndpointConfig;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentIdentity;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentSessionResource;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentSessionStatus;Preview API. AgentEndpoints=V1Preview;
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;agent_guid
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;blueprint
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;blueprint_reference
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;instance_identity
-class;com.azure.ai.agents.models.BotServiceAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.BotServiceRbacAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
+class;com.azure.ai.agents.models.AgentDefinition;Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
 class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.CodeConfiguration;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.ContainerConfiguration;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview;
-class;com.azure.ai.agents.models.EntraAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.EntraIsolationKeySource;Preview API. AgentEndpoints=V1Preview;
+class;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
 class;com.azure.ai.agents.models.ExternalAgentDefinition;Preview API. ExternalAgents=V1Preview;
-class;com.azure.ai.agents.models.FixedRatioVersionSelectionRule;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.HeaderIsolationKeySource;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.HeaderTelemetryEndpointAuth;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.HostedAgentDefinition;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.IsolationKeySource;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.IsolationKeySourceKind;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.ManagedAgentIdentityBlueprintReference;Preview API. AgentEndpoints=V1Preview;
 class;com.azure.ai.agents.models.MemoryItem;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryItemKind;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryOperation;Preview API. MemoryStores=V1Preview;
@@ -54,22 +19,6 @@ class;com.azure.ai.agents.models.MemoryStoreSearchResponse;Preview API. MemorySt
 class;com.azure.ai.agents.models.MemoryStoreUpdateCompletedResult;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateResponse;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateStatus;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.OtlpTelemetryEndpoint;Preview API. HostedAgents=V1Preview;
 class;com.azure.ai.agents.models.ProceduralMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.SessionLogEvent;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.SessionLogEventType;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryConfig;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryDataKind;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpoint;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpointAuth;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpointAuthType;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpointKind;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryTransportProtocol;Preview API. HostedAgents=V1Preview;
 class;com.azure.ai.agents.models.UserProfileMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.VersionIndicator;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionIndicatorType;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionRefIndicator;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionSelectionRule;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionSelector;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionSelectorType;Preview API. AgentEndpoints=V1Preview;
 class;com.azure.ai.agents.models.WorkflowAgentDefinition;Preview API. WorkflowAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index 51f5b11ccf3a..ff6e336792ab 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -1,3 +1,4 @@
+import com.azure.autorest.customization.ClassCustomization;
 import com.azure.autorest.customization.Customization;
 import com.azure.autorest.customization.LibraryCustomization;
 import com.github.javaparser.StaticJavaParser;
@@ -87,7 +88,7 @@ private void annotateBetaFields(LibraryCustomization customization, List ast.getTypes().stream()
+            classCustomization.customizeAst(ast -> ast.getTypes().stream()
                 .filter(type -> type.getNameAsString().equals(simpleName))
                 .findFirst()
                 .ifPresent(type -> {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index d0f4a67392b4..d428919c296a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -74,6 +74,7 @@ public final class AgentsAsyncClient {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -495,6 +496,7 @@ public Mono createAgentVersion(String agentName, AgentDefin
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -555,6 +557,7 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -675,6 +678,7 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -829,6 +833,7 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -946,6 +951,7 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1524,6 +1530,7 @@ public PagedFlux listAgentVersions(String agentName, Intege
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1897,7 +1904,8 @@ Mono createAgent(CreateAgentOptions options) {
         // Generated convenience method for createAgentWithResponse
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentRequest createAgentRequestObj
-            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setMetadata(options.getMetadata())
+            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setState(options.getState())
+                .setMetadata(options.getMetadata())
                 .setDescription(options.getDescription())
                 .setBlueprintReference(options.getBlueprintReference())
                 .setAgentEndpoint(options.getAgentEndpoint())
@@ -2160,6 +2168,7 @@ Mono updateAgent(String agentName, AgentDefinition definition, Map
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2269,6 +2278,7 @@ Mono> createAgentFromCodeWithResponse(String agentName, Str
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2420,6 +2430,7 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -3937,4 +3948,92 @@ public Flux getSessionLogStream(String agentName, String agentV
             .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions)
                 .flatMapMany(response -> response.getValue().toFluxByteBuffer()));
     }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> enableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.enableAgentWithResponseAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> disableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.disableAgentWithResponseAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono enableAgent(String agentName) {
+        // Generated convenience method for enableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return enableAgentWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono disableAgent(String agentName) {
+        // Generated convenience method for disableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return disableAgentWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 69360e5a44dd..3861935fae9f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -69,6 +69,7 @@ public final class AgentsClient {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -462,6 +463,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -522,6 +524,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -642,6 +645,7 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -796,6 +800,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -912,6 +917,7 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1458,6 +1464,7 @@ public PagedIterable listAgentVersions(String agentName, In
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1817,7 +1824,8 @@ AgentDetails createAgent(CreateAgentOptions options) {
         // Generated convenience method for createAgentWithResponse
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentRequest createAgentRequestObj
-            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setMetadata(options.getMetadata())
+            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setState(options.getState())
+                .setMetadata(options.getMetadata())
                 .setDescription(options.getDescription())
                 .setBlueprintReference(options.getBlueprintReference())
                 .setAgentEndpoint(options.getAgentEndpoint())
@@ -2053,6 +2061,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, Map createAgentFromCodeWithResponse(String agentName, String co
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2311,6 +2321,7 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -3758,4 +3769,90 @@ public IterableStream getSessionLogStream(String agentName, Str
             .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions).getValue()
                 .toFluxByteBuffer()));
     }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response enableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.enableAgentWithResponse(agentName, requestOptions);
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response disableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.disableAgentWithResponse(agentName, requestOptions);
+    }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void enableAgent(String agentName) {
+        // Generated convenience method for enableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        enableAgentWithResponse(agentName, requestOptions).getValue();
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void disableAgent(String agentName) {
+        // Generated convenience method for disableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        disableAgentWithResponse(agentName, requestOptions).getValue();
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
index 324037b0fc00..c9970987246e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.BetaAgentsImpl;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.JobStatus;
 import com.azure.ai.agents.models.OptimizationJob;
 import com.azure.ai.agents.models.OptimizationJobListItem;
@@ -32,7 +31,6 @@
 /**
  * Initializes a new instance of the asynchronous AgentsClient type.
  */
-@Beta(warningText = "Preview API.")
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
 public final class BetaAgentsAsyncClient {
 
@@ -62,7 +60,7 @@ public final class BetaAgentsAsyncClient {
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -143,9 +141,9 @@ public final class BetaAgentsAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -248,7 +246,7 @@ public Mono> createOptimizationJobWithResponse(BinaryData j
      *
      * Get an optimization job by id.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -374,7 +372,7 @@ public Mono> getOptimizationJobWithResponse(String jobId, R
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -428,7 +426,7 @@ public PagedFlux listOptimizationJobs(RequestOptions requestOptions)
      *
      * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
index c70d59e28fe4..aee8b533059c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.BetaAgentsImpl;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.JobStatus;
 import com.azure.ai.agents.models.OptimizationJob;
 import com.azure.ai.agents.models.OptimizationJobListItem;
@@ -26,7 +25,6 @@
 /**
  * Initializes a new instance of the synchronous AgentsClient type.
  */
-@Beta(warningText = "Preview API.")
 @ServiceClient(builder = AgentsClientBuilder.class)
 public final class BetaAgentsClient {
 
@@ -56,7 +54,7 @@ public final class BetaAgentsClient {
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -137,9 +135,9 @@ public final class BetaAgentsClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -241,7 +239,7 @@ public Response createOptimizationJobWithResponse(BinaryData job, Re
      *
      * Get an optimization job by id.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -367,7 +365,7 @@ public Response getOptimizationJobWithResponse(String jobId, Request
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -421,7 +419,7 @@ public PagedIterable listOptimizationJobs(RequestOptions requestOpti
      *
      * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
index 39148adef7f9..ac8bd13cb728 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
@@ -12,7 +12,6 @@
 import com.azure.ai.agents.implementation.models.UpdateMemoriesRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryStoreRequest;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.ListMemoriesOptions;
 import com.azure.ai.agents.models.MemoryItem;
 import com.azure.ai.agents.models.MemoryItemKind;
@@ -51,7 +50,6 @@
 /**
  * Initializes a new instance of the asynchronous AgentsClient type.
  */
-@Beta(warningText = "Preview API.")
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
 public final class BetaMemoryStoresAsyncClient {
 
@@ -73,7 +71,7 @@ public final class BetaMemoryStoresAsyncClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -88,9 +86,9 @@ public final class BetaMemoryStoresAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -131,7 +129,7 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -142,9 +140,9 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -186,7 +184,7 @@ public Mono> updateMemoryStoreWithResponse(String name, Bin
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -248,7 +246,7 @@ public Mono> getMemoryStoreWithResponse(String name, Reques
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -286,7 +284,7 @@ public PagedFlux listMemoryStores(RequestOptions requestOptions) {
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -334,7 +332,7 @@ public Mono deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -349,9 +347,9 @@ public Mono deleteMemoryStore(String name) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -405,7 +403,7 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -418,9 +416,9 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -540,7 +538,7 @@ public PollerFlux b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -677,7 +675,7 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -685,9 +683,9 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -721,7 +719,7 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -731,9 +729,9 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -768,7 +766,7 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -776,9 +774,9 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -814,7 +812,7 @@ public Mono> updateMemoryWithResponse(String name, String m
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -873,7 +871,7 @@ public Mono> getMemoryWithResponse(String name, String memo
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -881,9 +879,9 @@ public Mono> getMemoryWithResponse(String name, String memo
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -917,7 +915,7 @@ public PagedFlux listMemories(String name, BinaryData listMemoriesRe
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
index c757d12d2d79..7edd0d9c1be6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
@@ -12,7 +12,6 @@
 import com.azure.ai.agents.implementation.models.UpdateMemoriesRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryStoreRequest;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.ListMemoriesOptions;
 import com.azure.ai.agents.models.MemoryItem;
 import com.azure.ai.agents.models.MemoryItemKind;
@@ -45,7 +44,6 @@
 /**
  * Initializes a new instance of the synchronous AgentsClient type.
  */
-@Beta(warningText = "Preview API.")
 @ServiceClient(builder = AgentsClientBuilder.class)
 public final class BetaMemoryStoresClient {
 
@@ -67,7 +65,7 @@ public final class BetaMemoryStoresClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -82,9 +80,9 @@ public final class BetaMemoryStoresClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -124,7 +122,7 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -135,9 +133,9 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -178,7 +176,7 @@ public Response updateMemoryStoreWithResponse(String name, BinaryDat
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -239,7 +237,7 @@ public Response getMemoryStoreWithResponse(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -277,7 +275,7 @@ public PagedIterable listMemoryStores(RequestOptions requestOptions)
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -351,7 +349,7 @@ public void deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -366,9 +364,9 @@ public void deleteMemoryStore(String name) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -422,7 +420,7 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -435,9 +433,9 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -557,7 +555,7 @@ public SyncPoller b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -691,7 +689,7 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -699,9 +697,9 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -734,7 +732,7 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -744,9 +742,9 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -781,7 +779,7 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -789,9 +787,9 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -827,7 +825,7 @@ public Response updateMemoryWithResponse(String name, String memoryI
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -884,7 +882,7 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -892,9 +890,9 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -928,7 +926,7 @@ public PagedIterable listMemories(String name, BinaryData listMemori
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
index 596504a9ea5c..7087a01348fd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
@@ -6,7 +6,6 @@
 import com.azure.ai.agents.implementation.ToolboxesImpl;
 import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest;
 import com.azure.ai.agents.implementation.models.UpdateToolboxRequest;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
@@ -37,7 +36,6 @@
 /**
  * Initializes a new instance of the asynchronous AgentsClient type.
  */
-@Beta(warningText = "Preview API.")
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
 public final class ToolboxesAsyncClient {
 
@@ -59,7 +57,7 @@ public final class ToolboxesAsyncClient {
      *
      * Creates a new toolbox version, provisioning the toolbox itself if it does not already exist.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -69,7 +67,7 @@ public final class ToolboxesAsyncClient {
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -85,9 +83,9 @@ public final class ToolboxesAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -101,7 +99,7 @@ public final class ToolboxesAsyncClient {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -140,7 +138,7 @@ public Mono> createToolboxVersionWithResponse(String name,
      *
      * Retrieves the specified toolbox and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -191,7 +189,7 @@ public Mono> getToolboxWithResponse(String name, RequestOpt
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -240,7 +238,7 @@ public PagedFlux listToolboxes(RequestOptions requestOptions) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -254,7 +252,7 @@ public PagedFlux listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -290,7 +288,7 @@ public PagedFlux listToolboxVersions(String name, RequestOptions req
      *
      * Retrieves the specified version of a toolbox by name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -304,7 +302,7 @@ public PagedFlux listToolboxVersions(String name, RequestOptions req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -342,7 +340,7 @@ public Mono> getToolboxVersionWithResponse(String name, Str
      *
      * Updates the toolbox's default version pointer to the specified version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -350,9 +348,9 @@ public Mono> getToolboxVersionWithResponse(String name, Str
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
index 563a09e7b89e..ad297c7721f5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
@@ -6,7 +6,6 @@
 import com.azure.ai.agents.implementation.ToolboxesImpl;
 import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest;
 import com.azure.ai.agents.implementation.models.UpdateToolboxRequest;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
@@ -31,7 +30,6 @@
 /**
  * Initializes a new instance of the synchronous AgentsClient type.
  */
-@Beta(warningText = "Preview API.")
 @ServiceClient(builder = AgentsClientBuilder.class)
 public final class ToolboxesClient {
 
@@ -53,7 +51,7 @@ public final class ToolboxesClient {
      *
      * Creates a new toolbox version, provisioning the toolbox itself if it does not already exist.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -63,7 +61,7 @@ public final class ToolboxesClient {
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -79,9 +77,9 @@ public final class ToolboxesClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -95,7 +93,7 @@ public final class ToolboxesClient {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -133,7 +131,7 @@ public Response createToolboxVersionWithResponse(String name, Binary
      *
      * Retrieves the specified toolbox and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -183,7 +181,7 @@ public Response getToolboxWithResponse(String name, RequestOptions r
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -232,7 +230,7 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -246,7 +244,7 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -282,7 +280,7 @@ public PagedIterable listToolboxVersions(String name, RequestOptions
      *
      * Retrieves the specified version of a toolbox by name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -296,7 +294,7 @@ public PagedIterable listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -334,7 +332,7 @@ public Response getToolboxVersionWithResponse(String name, String ve
      *
      * Updates the toolbox's default version pointer to the specified version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -342,9 +340,9 @@ public Response getToolboxVersionWithResponse(String name, String ve
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
index a7c5c7d0b842..788d75a0801a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
@@ -468,6 +468,46 @@ Response downloadAgentCodeSync(@HostParam("endpoint") String endpoin
             @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
+        @Post("/agents/{agent_name}:enable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono> enableAgent(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:enable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response enableAgentSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:disable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono> disableAgent(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:disable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response disableAgentSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
         @Post("/agents/{agent_name}/endpoint/sessions")
         @ExpectedResponses({ 201 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -717,6 +757,7 @@ Response listAgentConversationsSync(@HostParam("endpoint") String en
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -818,6 +859,7 @@ public Mono> getAgentWithResponseAsync(String agentName, Re
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -916,6 +958,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -976,6 +1019,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1075,6 +1119,7 @@ public Mono> createAgentWithResponseAsync(BinaryData create
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -1135,6 +1180,7 @@ public Mono> createAgentWithResponseAsync(BinaryData create
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1239,6 +1285,7 @@ public Response createAgentWithResponse(BinaryData createAgentReques
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1349,6 +1396,7 @@ public Mono> createAgentFromCodeWithResponseAsync(String ag
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1476,6 +1524,7 @@ public Response createAgentFromCodeWithResponse(String agentName, St
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1601,6 +1650,7 @@ public Mono> updateAgentWithResponseAsync(String agentName,
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1707,6 +1757,7 @@ public Response updateAgentWithResponse(String agentName, BinaryData
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1818,6 +1869,7 @@ public Mono> updateAgentFromCodeWithResponseAsync(String ag
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1942,6 +1994,7 @@ public Response updateAgentFromCodeWithResponse(String agentName, St
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2061,6 +2114,7 @@ public Mono> createAgentFromManifestWithResponseAsync(
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2180,6 +2234,7 @@ public Response createAgentFromManifestWithResponse(BinaryData creat
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2300,6 +2355,7 @@ public Mono> updateAgentFromManifestWithResponseAsync(Strin
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2509,6 +2565,7 @@ public Response internalDeleteAgentWithResponse(String agentName, Re
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2632,6 +2689,7 @@ private Mono> listAgentsSinglePageAsync(RequestOptions
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2749,6 +2807,7 @@ public PagedFlux listAgentsAsync(RequestOptions requestOptions) {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2870,6 +2929,7 @@ private PagedResponse listAgentsSinglePage(RequestOptions requestOpt
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -3827,6 +3887,7 @@ public PagedIterable listAgentVersions(String agentName, RequestOpti
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -3975,6 +4036,7 @@ public Mono> updateAgentDetailsWithResponseAsync(String age
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -4287,6 +4349,88 @@ public Response downloadAgentCodeWithResponse(String agentName, Requ
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
+    /**
+     * Enable an agent
+     * 
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> enableAgentWithResponseAsync(String agentName, RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.enableAgent(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Enable an agent
+     * 
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response enableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return service.enableAgentSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Disable an agent
+     * 
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> disableAgentWithResponseAsync(String agentName, RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.disableAgent(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Disable an agent
+     * 
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response disableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return service.disableAgentSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
     /**
      * Create a session
      * 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
index e418430c4fc0..3964f407cb59 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
@@ -262,7 +262,7 @@ Response deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -294,7 +294,7 @@ Response deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -345,7 +345,7 @@ public Mono> createToolboxVersionWithResponseAsync(String n
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -377,7 +377,7 @@ public Mono> createToolboxVersionWithResponseAsync(String n
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -717,7 +717,7 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -793,7 +793,7 @@ private Mono> listToolboxVersionsSinglePageAsync(Strin
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -862,7 +862,7 @@ public PagedFlux listToolboxVersionsAsync(String name, RequestOption
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -935,7 +935,7 @@ private PagedResponse listToolboxVersionsSinglePage(String name, Req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -984,7 +984,7 @@ public PagedIterable listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -1037,7 +1037,7 @@ public Mono> getToolboxVersionWithResponseAsync(String name
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
index 0e6e38a19387..15a9e5a1f8f0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.models.CodeFileDetails;
 import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 
@@ -14,7 +13,6 @@
  * CreateAgentVersionFromCodeContent for future extensibility.
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CreateAgentFromCodeContent {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
index 5fc49de055af..72acf980f033 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
@@ -7,6 +7,7 @@
 import com.azure.ai.agents.models.AgentCard;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentEndpointConfig;
+import com.azure.ai.agents.models.AgentState;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import java.util.Map;
@@ -225,4 +226,32 @@ public CreateAgentOptions setAgentEndpoint(AgentEndpointConfig agentEndpoint) {
         this.agentEndpoint = agentEndpoint;
         return this;
     }
+
+    /*
+     * The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     */
+    @Generated
+    private AgentState state;
+
+    /**
+     * Get the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @return the state value.
+     */
+    @Generated
+    public AgentState getState() {
+        return this.state;
+    }
+
+    /**
+     * Set the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @param state the state value to set.
+     * @return the CreateAgentOptions object itself.
+     */
+    @Generated
+    public CreateAgentOptions setState(AgentState state) {
+        this.state = state;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
index d7389f2b4adc..ba2e40c5be69 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
@@ -7,6 +7,7 @@
 import com.azure.ai.agents.models.AgentCard;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentEndpointConfig;
+import com.azure.ai.agents.models.AgentState;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -154,6 +155,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.agentName);
         jsonWriter.writeJsonField("definition", this.definition);
+        jsonWriter.writeStringField("state", this.state == null ? null : this.state.toString());
         jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
         jsonWriter.writeStringField("description", this.description);
         jsonWriter.writeJsonField("blueprint_reference", this.blueprintReference);
@@ -176,6 +178,7 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
         return jsonReader.readObject(reader -> {
             String agentName = null;
             AgentDefinition definition = null;
+            AgentState state = null;
             Map metadata = null;
             String description = null;
             AgentBlueprintReference blueprintReference = null;
@@ -188,6 +191,8 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
                     agentName = reader.getString();
                 } else if ("definition".equals(fieldName)) {
                     definition = AgentDefinition.fromJson(reader);
+                } else if ("state".equals(fieldName)) {
+                    state = AgentState.fromString(reader.getString());
                 } else if ("metadata".equals(fieldName)) {
                     metadata = reader.readMap(reader1 -> reader1.getString());
                 } else if ("description".equals(fieldName)) {
@@ -203,6 +208,7 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
                 }
             }
             CreateAgentRequest deserializedCreateAgentRequest = new CreateAgentRequest(agentName, definition);
+            deserializedCreateAgentRequest.state = state;
             deserializedCreateAgentRequest.metadata = metadata;
             deserializedCreateAgentRequest.description = description;
             deserializedCreateAgentRequest.blueprintReference = blueprintReference;
@@ -297,4 +303,32 @@ public CreateAgentRequest setAgentEndpoint(AgentEndpointConfig agentEndpoint) {
         this.agentEndpoint = agentEndpoint;
         return this;
     }
+
+    /*
+     * The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     */
+    @Generated
+    private AgentState state;
+
+    /**
+     * Get the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @return the state value.
+     */
+    @Generated
+    public AgentState getState() {
+        return this.state;
+    }
+
+    /**
+     * Set the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @param state the state value to set.
+     * @return the CreateAgentRequest object itself.
+     */
+    @Generated
+    public CreateAgentRequest setState(AgentState state) {
+        this.state = state;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java
index 4d9e91eddc22..6d085bda7104 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * The AgentBlueprintReference model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class AgentBlueprintReference implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java
index 38ab77b1128d..f26ec0ed2c80 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for AgentBlueprintReferenceType.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentBlueprintReferenceType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java
index dc8895e1ffb8..b695280b49e5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The AgentCard model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentCard implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java
index 0930a4fc6045..e2c74dc51e04 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The AgentCardSkill model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentCardSkill implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
index 36dad5014545..ec87c8492024 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
@@ -16,8 +16,7 @@
  * The AgentDefinition model.
  */
 @Fluent
-@Beta(
-    warningText = "Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview")
+@Beta(warningText = "Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
 public class AgentDefinition implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java
index c54a8fe19c3c..7a7cb13f2efb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -96,6 +95,7 @@ public static AgentDetails fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
             String name = null;
+            AgentState state = null;
             AgentDetailsVersions versions = null;
             AgentEndpointConfig agentEndpoint = null;
             AgentIdentity instanceIdentity = null;
@@ -109,6 +109,8 @@ public static AgentDetails fromJson(JsonReader jsonReader) throws IOException {
                     id = reader.getString();
                 } else if ("name".equals(fieldName)) {
                     name = reader.getString();
+                } else if ("state".equals(fieldName)) {
+                    state = AgentState.fromString(reader.getString());
                 } else if ("versions".equals(fieldName)) {
                     versions = AgentDetailsVersions.fromJson(reader);
                 } else if ("agent_endpoint".equals(fieldName)) {
@@ -126,6 +128,7 @@ public static AgentDetails fromJson(JsonReader jsonReader) throws IOException {
                 }
             }
             AgentDetails deserializedAgentDetails = new AgentDetails(id, name, versions);
+            deserializedAgentDetails.state = state;
             deserializedAgentDetails.agentEndpoint = agentEndpoint;
             deserializedAgentDetails.instanceIdentity = instanceIdentity;
             deserializedAgentDetails.blueprintIdentity = blueprintIdentity;
@@ -169,28 +172,24 @@ public AgentObjectType getObjectType() {
      * The endpoint configuration for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentEndpointConfig agentEndpoint;
 
     /*
      * The instance identity of the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentIdentity instanceIdentity;
 
     /*
      * The blueprint for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentBlueprintReference blueprintReference;
 
     /*
      * The agent_card property.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentCard agentCard;
 
     /**
@@ -199,7 +198,6 @@ public AgentObjectType getObjectType() {
      * @return the agentEndpoint value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentEndpointConfig getAgentEndpoint() {
         return this.agentEndpoint;
     }
@@ -210,7 +208,6 @@ public AgentEndpointConfig getAgentEndpoint() {
      * @return the instanceIdentity value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentIdentity getInstanceIdentity() {
         return this.instanceIdentity;
     }
@@ -221,7 +218,6 @@ public AgentIdentity getInstanceIdentity() {
      * @return the blueprintReference value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentBlueprintReference getBlueprintReference() {
         return this.blueprintReference;
     }
@@ -232,7 +228,6 @@ public AgentBlueprintReference getBlueprintReference() {
      * @return the agentCard value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentCard getAgentCard() {
         return this.agentCard;
     }
@@ -241,7 +236,6 @@ public AgentCard getAgentCard() {
      * The blueprint for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentIdentity blueprintIdentity;
 
     /**
@@ -250,8 +244,24 @@ public AgentCard getAgentCard() {
      * @return the blueprintIdentity value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentIdentity getBlueprintIdentity() {
         return this.blueprintIdentity;
     }
+
+    /*
+     * The operational state of the agent. Controls whether the agent endpoint accepts or rejects requests.
+     */
+    @Generated
+    private AgentState state;
+
+    /**
+     * Get the state property: The operational state of the agent. Controls whether the agent endpoint accepts or
+     * rejects requests.
+     *
+     * @return the state value.
+     */
+    @Generated
+    public AgentState getState() {
+        return this.state;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
index e86b254a9b17..296bf41be467 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * The AgentEndpointAuthorizationScheme model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class AgentEndpointAuthorizationScheme implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
index e62adaf0ddcd..4d5545a07858 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for AgentEndpointAuthorizationSchemeType.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentEndpointAuthorizationSchemeType
     extends ExpandableStringEnum {
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
index e310447fb854..e7e1c06e2947 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The AgentEndpointConfig model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentEndpointConfig implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java
index eb3841af688d..a07fe8a68e3c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * The AgentIdentity model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentIdentity implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
deleted file mode 100644
index f908fa0a8568..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
+++ /dev/null
@@ -1,81 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for AgentProtocol.
- */
-public final class AgentProtocol extends ExpandableStringEnum {
-
-    /**
-     * Static value activity_protocol for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol ACTIVITY_PROTOCOL = fromString("activity_protocol");
-
-    /**
-     * Static value responses for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol RESPONSES = fromString("responses");
-
-    /**
-     * Creates a new instance of AgentProtocol value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public AgentProtocol() {
-    }
-
-    /**
-     * Creates or finds a AgentProtocol from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding AgentProtocol.
-     */
-    @Generated
-    public static AgentProtocol fromString(String name) {
-        return fromString(name, AgentProtocol.class);
-    }
-
-    /**
-     * Gets known AgentProtocol values.
-     *
-     * @return known AgentProtocol values.
-     */
-    @Generated
-    public static Collection values() {
-        return values(AgentProtocol.class);
-    }
-
-    /**
-     * Static value invocations for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol INVOCATIONS = fromString("invocations");
-
-    /**
-     * Static value mcp for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol MCP = fromString("mcp");
-
-    /**
-     * WebSocket-based protocol for hosted voice and real-time streaming agents.
-     */
-    @Generated
-    public static final AgentProtocol INVOCATIONS_WS = fromString("invocations_ws");
-
-    /**
-     * Static value a2a for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol A2A = fromString("a2a");
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java
index f97ff635b982..66fcc5f82c5a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * An agent session providing a long-lived compute sandbox for hosted agent invocations.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentSessionResource implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java
index 7b504a859f1d..8ed919459b6b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The status of an agent session.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentSessionStatus extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
new file mode 100644
index 000000000000..20ae7162e208
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
@@ -0,0 +1,57 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The operational state of an agent.
+ */
+public final class AgentState extends ExpandableStringEnum {
+    /**
+     * Agent endpoint accepts requests. This is the default state on creation.
+     */
+    @Generated
+    public static final AgentState ENABLED = fromString("enabled");
+
+    /**
+     * Agent endpoint rejects all requests.
+     */
+    @Generated
+    public static final AgentState DISABLED = fromString("disabled");
+
+    /**
+     * Creates a new instance of AgentState value.
+     * 
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public AgentState() {
+    }
+
+    /**
+     * Creates or finds a AgentState from its string representation.
+     * 
+     * @param name a name to look for.
+     * @return the corresponding AgentState.
+     */
+    @Generated
+    public static AgentState fromString(String name) {
+        return fromString(name, AgentState.class);
+    }
+
+    /**
+     * Gets known AgentState values.
+     * 
+     * @return known AgentState values.
+     */
+    @Generated
+    public static Collection values() {
+        return values(AgentState.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
index 6098c1087b8e..ae18f6f2872f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -26,7 +25,7 @@ public final class AgentVersionDetails implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java
index 94812d19369c..75a82064ed74 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * Container-based deployment configuration for a hosted agent.
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class ContainerConfiguration implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java
index 246889d4524d..ac62bf498f57 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 
@@ -12,7 +11,6 @@
  * /agents/{name}/versions).
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CreateAgentVersionFromCodeContent {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java
index 374b3f89a783..087443b76b8c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The content hash (SHA-256 of the zip) is carried in the `x-ms-code-zip-sha256` header.
  */
 @Fluent
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CreateAgentVersionFromCodeMetadata implements JsonSerializable {
 
     /*
@@ -33,7 +31,7 @@ public final class CreateAgentVersionFromCodeMetadata implements JsonSerializabl
      * Set of 16 key-value pairs that can be attached to an object. This can be
      * useful for storing additional information about the object in a structured
      * format, and querying for objects via API or the dashboard.
-     *
+     * 
      * Keys are strings with a maximum length of 64 characters. Values are strings
      * with a maximum length of 512 characters.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
index da2beb9d8bf4..6e5a1755b78e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
@@ -17,15 +17,14 @@
  * The CreateAgentVersionInput model.
  */
 @Fluent
-@Beta(
-    warningText = "Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview")
+@Beta(warningText = "Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
 public final class CreateAgentVersionInput implements JsonSerializable {
 
     /*
      * Set of 16 key-value pairs that can be attached to an object. This can be
      * useful for storing additional information about the object in a structured
      * format, and querying for objects via API or the dashboard.
-     *
+     * 
      * Keys are strings with a maximum length of 64 characters. Values are strings
      * with a maximum length of 512 characters.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
index f2eda8b4c1a3..8f34e5615547 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The EntraAuthorizationScheme model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class EntraAuthorizationScheme extends AgentEndpointAuthorizationScheme {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
index 2d54561eb9ad..b9a58d6487b4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The EntraIsolationKeySource model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class EntraIsolationKeySource extends IsolationKeySource {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java
index 7c018a501483..80ebec2ec6e0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The FixedRatioVersionSelectionRule model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class FixedRatioVersionSelectionRule extends VersionSelectionRule {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
index 48b497a60922..71ad0305bce6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The HeaderIsolationKeySource model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class HeaderIsolationKeySource extends IsolationKeySource {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java
index cea2b3314af9..a54e42eb985e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,7 +14,6 @@
  * Header-based secret authentication for a telemetry endpoint. The resolved secret value is injected as an HTTP header.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class HeaderTelemetryEndpointAuth extends TelemetryEndpointAuth {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index e6a20e978229..d8b9c81a5fc1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * The hosted agent definition.
  */
 @Fluent
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class HostedAgentDefinition extends AgentDefinition {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
index 1edb78bba43f..ee7f3feb0f5b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * The IsolationKeySource model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class IsolationKeySource implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
index 61fa7f787856..7e7af6f9ae6d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for IsolationKeySourceKind.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class IsolationKeySourceKind extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java
index d9fd79c6f87f..e1a141e031a8 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,7 +14,6 @@
  * The ManagedAgentIdentityBlueprintReference model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class ManagedAgentIdentityBlueprintReference extends AgentBlueprintReference {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java
index 243224b111f6..9e4d5b2c8982 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * An OTLP (OpenTelemetry Protocol) telemetry export endpoint.
  */
 @Fluent
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class OtlpTelemetryEndpoint extends TelemetryEndpoint {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java
index f25947f89900..9cbfd44db485 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java
@@ -21,7 +21,7 @@ public final class ProtocolVersionRecord implements JsonSerializable {
-            AgentProtocol protocol = null;
+            AgentEndpointProtocol protocol = null;
             String version = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("protocol".equals(fieldName)) {
-                    protocol = AgentProtocol.fromString(reader.getString());
+                    protocol = AgentEndpointProtocol.fromString(reader.getString());
                 } else if ("version".equals(fieldName)) {
                     version = reader.getString();
                 } else {
@@ -101,4 +89,16 @@ public static ProtocolVersionRecord fromJson(JsonReader jsonReader) throws IOExc
             return new ProtocolVersionRecord(protocol, version);
         });
     }
+
+    /**
+     * Creates an instance of ProtocolVersionRecord class.
+     *
+     * @param protocol the protocol value to set.
+     * @param version the version value to set.
+     */
+    @Generated
+    public ProtocolVersionRecord(AgentEndpointProtocol protocol, String version) {
+        this.protocol = protocol;
+        this.version = version;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
new file mode 100644
index 000000000000..a3013c6c31fc
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
@@ -0,0 +1,185 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A built-in tool that schedules the agent to re-invoke itself after a delay.
+ * The model passes a single `minutes` argument (positive integer) when calling
+ * this tool. The service creates a one-shot timer routine that fires after the
+ * specified delay and re-invokes the agent on the same conversation thread.
+ * No pre-created routine is required.
+ */
+@Fluent
+public final class ReminderPreviewTool extends Tool {
+    /*
+     * The type property.
+     */
+    @Generated
+    private ToolType type = ToolType.REMINDER_PREVIEW;
+
+    /*
+     * Optional user-defined name for this tool or configuration.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Optional user-defined description for this tool or configuration.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Creates an instance of ReminderPreviewTool class.
+     */
+    @Generated
+    public ReminderPreviewTool() {
+    }
+
+    /**
+     * Get the type property: The type property.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: Optional user-defined name for this tool or configuration.
+     * 
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Optional user-defined name for this tool or configuration.
+     * 
+     * @param name the name value to set.
+     * @return the ReminderPreviewTool object itself.
+     */
+    @Generated
+    public ReminderPreviewTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Optional user-defined description for this tool or configuration.
+     * 
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Optional user-defined description for this tool or configuration.
+     * 
+     * @param description the description value to set.
+     * @return the ReminderPreviewTool object itself.
+     */
+    @Generated
+    public ReminderPreviewTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     * 
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     * 
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the ReminderPreviewTool object itself.
+     */
+    @Generated
+    public ReminderPreviewTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ReminderPreviewTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ReminderPreviewTool if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ReminderPreviewTool.
+     */
+    @Generated
+    public static ReminderPreviewTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ReminderPreviewTool deserializedReminderPreviewTool = new ReminderPreviewTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("type".equals(fieldName)) {
+                    deserializedReminderPreviewTool.type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedReminderPreviewTool.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedReminderPreviewTool.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedReminderPreviewTool.toolConfigs = toolConfigs;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedReminderPreviewTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java
index b4ca90317939..1825c035b28c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -34,7 +33,6 @@
  * ```.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class SessionLogEvent implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java
index 1316d13099b3..ea640393dff8 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -12,7 +11,6 @@
  * Known SSE event types emitted by the hosted agent session log stream.
  * Additional event types may be introduced in future versions.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class SessionLogEventType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java
index 7ac51c85d090..1be6ae6ad382 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * Customer-supplied telemetry configuration for exporting container logs, traces, and metrics.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryConfig implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java
index 9649f6df932f..e42b9c927d9c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The type of telemetry data to export.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryDataKind extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java
index ece9e93a4438..cddb20a8caa4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * A telemetry export endpoint configuration.
  */
 @Fluent
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public class TelemetryEndpoint implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java
index 605192e0d59c..aaa2802ebaf3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * Authentication configuration for a telemetry endpoint.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public class TelemetryEndpointAuth implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java
index 5486749c56ed..01e610a655eb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The type of authentication for a telemetry endpoint.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryEndpointAuthType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java
index b0364f28ddbb..aa77cc337cf4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The kind of telemetry export endpoint.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryEndpointKind extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java
index 8468a84947bc..2e0365a22fa3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The transport protocol for telemetry export.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryTransportProtocol extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index b469a3d207bf..29fb7f7aa387 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -105,6 +105,8 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                     return MemorySearchPreviewTool.fromJson(readerToUse.reset());
                 } else if ("toolbox_search_preview".equals(discriminatorValue)) {
                     return ToolboxSearchPreviewTool.fromJson(readerToUse.reset());
+                } else if ("reminder_preview".equals(discriminatorValue)) {
+                    return ReminderPreviewTool.fromJson(readerToUse.reset());
                 } else if ("code_interpreter".equals(discriminatorValue)) {
                     return CodeInterpreterTool.fromJson(readerToUse.reset());
                 } else if ("function".equals(discriminatorValue)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index 03a09dcefc94..e5958b235baf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -216,4 +216,10 @@ public static Collection values() {
      */
     @Generated
     public static final ToolType TOOL_SEARCH = fromString("tool_search");
+
+    /**
+     * Static value reminder_preview for ToolType.
+     */
+    @Generated
+    public static final ToolType REMINDER_PREVIEW = fromString("reminder_preview");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java
index 4bbd10a6c078..a468fd144aad 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * Version indicator determining which agent version backs the session.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class VersionIndicator implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java
index 719b02777d70..30b092230916 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The type of version indicator used to determine the agent version backing a session.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionIndicatorType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java
index 35ae27020a5a..0d99c62718be 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,7 +14,6 @@
  * Version indicator that references a specific agent version by name.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionRefIndicator extends VersionIndicator {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java
index 4cc6a46509ed..681009fb51f0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * The VersionSelectionRule model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class VersionSelectionRule implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java
index 5c7e19faedb1..8d85e6e94940 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The VersionSelector model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionSelector implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java
index 831798b6e6fc..3c6830203628 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for VersionSelectorType.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionSelectorType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index d7ebfed31e1c..e36f2eab3724 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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gents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 3697507ef9e6..fa5850da3100 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: ed970345c89c8758b74b08f740067cc2d854ed26
+commit: 74bb5279f6e82bfd3609e38c01402e3caaf62478
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 5af2dd1fe2c6d983c4a864be2a3b2db648d30ca0 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 18 Jun 2026 23:42:13 -0700
Subject: [PATCH 07/45] update samples

---
 .../ai/agents/hostedagents/utils/CodeAgentSampleUtils.java    | 4 ++--
 .../ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
index f2074f97ddf7..b99df6dfd44f 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
@@ -3,7 +3,7 @@
 
 package com.azure.ai.agents.hostedagents.utils;
 
-import com.azure.ai.agents.models.AgentProtocol;
+import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.CodeConfiguration;
 import com.azure.ai.agents.models.CodeDependencyResolution;
@@ -86,7 +86,7 @@ private static HostedAgentDefinition createHostedAgentDefinition() {
                 Arrays.asList("python", "main.py"),
                 CodeDependencyResolution.REMOTE_BUILD))
             .setProtocolVersions(Collections.singletonList(
-                new ProtocolVersionRecord(AgentProtocol.RESPONSES, "1.0.0")));
+                new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
     }
 
     private static CodeFileDetails createCodeFileDetails(BinaryData codeZip) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
index 97c97646183a..efe97c4a1be5 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
@@ -5,7 +5,7 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.models.AgentProtocol;
+import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.AgentVersionStatus;
@@ -211,7 +211,7 @@ private static HostedAgentDefinition createHostedAgentDefinition(String image) {
         return new HostedAgentDefinition("0.5", "1Gi")
             .setContainerConfiguration(new ContainerConfiguration(image))
             .setProtocolVersions(Collections.singletonList(
-                new ProtocolVersionRecord(AgentProtocol.RESPONSES, "1.0.0")));
+                new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
     }
 
     private static void waitForAgentVersionActive(AgentsClient agentsClient, String agentName, String agentVersion) {

From 63944ffa7fa604223377f5422887d1678c0c5e15 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Fri, 19 Jun 2026 00:49:18 -0700
Subject: [PATCH 08/45] add spelling exception

---
 sdk/ai/azure-ai-agents/cspell.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/sdk/ai/azure-ai-agents/cspell.yaml b/sdk/ai/azure-ai-agents/cspell.yaml
index b10fb66c7d71..acb02005f6dd 100644
--- a/sdk/ai/azure-ai-agents/cspell.yaml
+++ b/sdk/ai/azure-ai-agents/cspell.yaml
@@ -3,5 +3,6 @@ import:
 overrides:
   - filename: "**/sdk/ai/azure-ai-agents/*"
     words:
+    - BYOT
     - dedup
     - gitmcp

From cc5dcc3aa1d0e3227d932e8e282c635a7b43aff3 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Fri, 19 Jun 2026 01:10:47 -0700
Subject: [PATCH 09/45] spacing

---
 .../azure/ai/agents/models/AgentState.java    |  8 ++++----
 .../ai/agents/models/ReminderPreviewTool.java | 20 +++++++++----------
 2 files changed, 13 insertions(+), 15 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
index 20ae7162e208..b19f3497b173 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Generated;
@@ -12,6 +11,7 @@
  * The operational state of an agent.
  */
 public final class AgentState extends ExpandableStringEnum {
+
     /**
      * Agent endpoint accepts requests. This is the default state on creation.
      */
@@ -26,7 +26,7 @@ public final class AgentState extends ExpandableStringEnum {
 
     /**
      * Creates a new instance of AgentState value.
-     * 
+     *
      * @deprecated Use the {@link #fromString(String)} factory method.
      */
     @Generated
@@ -36,7 +36,7 @@ public AgentState() {
 
     /**
      * Creates or finds a AgentState from its string representation.
-     * 
+     *
      * @param name a name to look for.
      * @return the corresponding AgentState.
      */
@@ -47,7 +47,7 @@ public static AgentState fromString(String name) {
 
     /**
      * Gets known AgentState values.
-     * 
+     *
      * @return known AgentState values.
      */
     @Generated
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
index a3013c6c31fc..692f1c0d39a9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -21,6 +20,7 @@
  */
 @Fluent
 public final class ReminderPreviewTool extends Tool {
+
     /*
      * The type property.
      */
@@ -56,7 +56,7 @@ public ReminderPreviewTool() {
 
     /**
      * Get the type property: The type property.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -67,7 +67,7 @@ public ToolType getType() {
 
     /**
      * Get the name property: Optional user-defined name for this tool or configuration.
-     * 
+     *
      * @return the name value.
      */
     @Generated
@@ -77,7 +77,7 @@ public String getName() {
 
     /**
      * Set the name property: Optional user-defined name for this tool or configuration.
-     * 
+     *
      * @param name the name value to set.
      * @return the ReminderPreviewTool object itself.
      */
@@ -89,7 +89,7 @@ public ReminderPreviewTool setName(String name) {
 
     /**
      * Get the description property: Optional user-defined description for this tool or configuration.
-     * 
+     *
      * @return the description value.
      */
     @Generated
@@ -99,7 +99,7 @@ public String getDescription() {
 
     /**
      * Set the description property: Optional user-defined description for this tool or configuration.
-     * 
+     *
      * @param description the description value to set.
      * @return the ReminderPreviewTool object itself.
      */
@@ -113,7 +113,7 @@ public ReminderPreviewTool setDescription(String description) {
      * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
      * Resolution order: exact tool name match takes priority over `*`.
      * Unknown tool names are silently ignored at runtime.
-     * 
+     *
      * @return the toolConfigs value.
      */
     @Generated
@@ -125,7 +125,7 @@ public Map getToolConfigs() {
      * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
      * Resolution order: exact tool name match takes priority over `*`.
      * Unknown tool names are silently ignored at runtime.
-     * 
+     *
      * @param toolConfigs the toolConfigs value to set.
      * @return the ReminderPreviewTool object itself.
      */
@@ -151,7 +151,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ReminderPreviewTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ReminderPreviewTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
@@ -164,7 +164,6 @@ public static ReminderPreviewTool fromJson(JsonReader jsonReader) throws IOExcep
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("type".equals(fieldName)) {
                     deserializedReminderPreviewTool.type = ToolType.fromString(reader.getString());
                 } else if ("name".equals(fieldName)) {
@@ -178,7 +177,6 @@ public static ReminderPreviewTool fromJson(JsonReader jsonReader) throws IOExcep
                     reader.skipChildren();
                 }
             }
-
             return deserializedReminderPreviewTool;
         });
     }

From af99455ec4556891030ae5211c9c05d5563fc86c Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Fri, 19 Jun 2026 01:26:58 -0700
Subject: [PATCH 10/45] beta annotations for optimizations models

---
 .../customizations/beta-annotations.csv           | 15 +++++++++++++++
 .../models/OptimizationAgentIdentifier.java       |  2 ++
 .../ai/agents/models/OptimizationCandidate.java   |  2 ++
 .../models/OptimizationDatasetCriterion.java      |  2 ++
 .../agents/models/OptimizationDatasetInput.java   |  2 ++
 .../ai/agents/models/OptimizationDatasetItem.java |  2 ++
 .../agents/models/OptimizationEvaluatorRef.java   |  2 ++
 .../models/OptimizationInlineDatasetInput.java    |  2 ++
 .../azure/ai/agents/models/OptimizationJob.java   |  2 ++
 .../ai/agents/models/OptimizationJobInputs.java   |  2 ++
 .../ai/agents/models/OptimizationJobListItem.java |  2 ++
 .../ai/agents/models/OptimizationJobProgress.java |  2 ++
 .../ai/agents/models/OptimizationJobResult.java   |  2 ++
 .../ai/agents/models/OptimizationOptions.java     |  2 ++
 .../models/OptimizationReferenceDatasetInput.java |  2 ++
 .../com/azure/ai/agents/models/PromotionInfo.java |  2 ++
 .../META-INF/azure-ai-agents_metadata.json        |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml          |  2 +-
 18 files changed, 47 insertions(+), 2 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 2a814bc31b10..203df3be166c 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -19,6 +19,21 @@ class;com.azure.ai.agents.models.MemoryStoreSearchResponse;Preview API. MemorySt
 class;com.azure.ai.agents.models.MemoryStoreUpdateCompletedResult;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateResponse;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateStatus;Preview API. MemoryStores=V1Preview;
+class;com.azure.ai.agents.models.OptimizationAgentIdentifier;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationCandidate;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetCriterion;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetInput;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetItem;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationEvaluatorRef;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationInlineDatasetInput;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJob;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobInputs;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobListItem;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobProgress;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobResult;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationOptions;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationReferenceDatasetInput;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.ProceduralMemoryItem;Preview API. MemoryStores=V1Preview;
+class;com.azure.ai.agents.models.PromotionInfo;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.UserProfileMemoryItem;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.WorkflowAgentDefinition;Preview API. WorkflowAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
index 7699152b3738..19607d33d2d5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * options.optimization_config.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationAgentIdentifier implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
index 911e54649202..34ccfad8ad25 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.BinaryData;
@@ -17,6 +18,7 @@
  * Aggregated evaluation result for a single candidate agent configuration across all tasks.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationCandidate implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
index 6fe88bbe0082..d9725830f414 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Evaluation criterion: a name + instruction pair used for per-item scoring.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationDatasetCriterion implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
index 0f6771540b81..412f9ede937e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Base discriminated model for dataset input. Either inline items or a registered reference.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public class OptimizationDatasetInput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
index bb18d12805dd..9b74db6783bf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * A single item in an inline dataset.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationDatasetItem implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
index e5a791a52f26..6d7f737b8509 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Reference to a named evaluator, optionally pinned to a version.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationEvaluatorRef implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
index 4a469a16d3ae..fcc5073ea059 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Inline dataset — items supplied directly in the request body.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationInlineDatasetInput extends OptimizationDatasetInput {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
index 1fef61c046f3..ec4c671370be 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,6 +21,7 @@
  * skills, tools) to maximize evaluation scores. On success, the result contains scored candidates.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJob implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
index 4ab4076f02c2..587c18b622bb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Caller-supplied inputs for an optimization job.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobInputs implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
index 2fb781c28b05..32711d29c292 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * Slim job representation returned by the LIST endpoint.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobListItem implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
index 73c3fed8514d..21c10d11dc91 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * In-flight progress; only populated while status is queued or in_progress.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobProgress implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
index a89d1e696b50..07ef89b77a4c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Terminal-state result body. Populated when status is succeeded or failed.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobResult implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
index e60aa6ee98d6..f3bedf521aaf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
@@ -17,6 +18,7 @@
  * Tuning knobs and run-mode for an optimization job.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationOptions implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
index 2efe5612cd4f..df76d1bd3eaf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Reference to a registered Foundry dataset.
  */
 @Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationReferenceDatasetInput extends OptimizationDatasetInput {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java
index 28a64d567154..3f8c5eec81c7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * Promotion metadata recorded when a candidate is deployed to a Foundry agent.
  */
 @Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class PromotionInfo implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index e36f2eab3724..bce7d0996865 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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gents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index fa5850da3100..1ad5bb4fe75b 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 74bb5279f6e82bfd3609e38c01402e3caaf62478
+commit: 0384fe9aba51eac35ccac8c7db79257ce48622ca
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From ed685fde6cc581448dcc95b710f55b3bce481e8f Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 22 Jun 2026 09:41:09 +0200
Subject: [PATCH 11/45] Added missing imports

---
 .../agents/BetaMemoryStoresAsyncClient.java   | 61 ++++++++++---------
 .../ai/agents/BetaMemoryStoresClient.java     | 61 ++++++++++---------
 .../models/CreateAgentFromCodeContent.java    |  1 -
 3 files changed, 62 insertions(+), 61 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
index 891d34c8a7f7..3bd591218bb3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
@@ -12,6 +12,7 @@
 import com.azure.ai.agents.implementation.models.UpdateMemoriesRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryStoreRequest;
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.ListMemoriesOptions;
 import com.azure.ai.agents.models.MemoryItem;
 import com.azure.ai.agents.models.MemoryItemKind;
@@ -72,7 +73,7 @@ public final class BetaMemoryStoresAsyncClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -87,9 +88,9 @@ public final class BetaMemoryStoresAsyncClient {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -130,7 +131,7 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -141,9 +142,9 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -185,7 +186,7 @@ public Mono> updateMemoryStoreWithResponse(String name, Bin
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -247,7 +248,7 @@ public Mono> getMemoryStoreWithResponse(String name, Reques
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -285,7 +286,7 @@ public PagedFlux listMemoryStores(RequestOptions requestOptions) {
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -333,7 +334,7 @@ public Mono deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -348,9 +349,9 @@ public Mono deleteMemoryStore(String name) {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -404,7 +405,7 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -417,9 +418,9 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -539,7 +540,7 @@ public PollerFlux b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -676,7 +677,7 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -684,9 +685,9 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -720,7 +721,7 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -730,9 +731,9 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -767,7 +768,7 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -775,9 +776,9 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -813,7 +814,7 @@ public Mono> updateMemoryWithResponse(String name, String m
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -872,7 +873,7 @@ public Mono> getMemoryWithResponse(String name, String memo
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -880,9 +881,9 @@ public Mono> getMemoryWithResponse(String name, String memo
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -916,7 +917,7 @@ public PagedFlux listMemories(String name, BinaryData listMemoriesRe
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
index 619a6966025c..8162e0a24b7d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
@@ -12,6 +12,7 @@
 import com.azure.ai.agents.implementation.models.UpdateMemoriesRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryRequest;
 import com.azure.ai.agents.implementation.models.UpdateMemoryStoreRequest;
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.ListMemoriesOptions;
 import com.azure.ai.agents.models.MemoryItem;
 import com.azure.ai.agents.models.MemoryItemKind;
@@ -66,7 +67,7 @@ public final class BetaMemoryStoresClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -81,9 +82,9 @@ public final class BetaMemoryStoresClient {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -123,7 +124,7 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -134,9 +135,9 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -177,7 +178,7 @@ public Response updateMemoryStoreWithResponse(String name, BinaryDat
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -238,7 +239,7 @@ public Response getMemoryStoreWithResponse(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -276,7 +277,7 @@ public PagedIterable listMemoryStores(RequestOptions requestOptions)
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -350,7 +351,7 @@ public void deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -365,9 +366,9 @@ public void deleteMemoryStore(String name) {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -421,7 +422,7 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -434,9 +435,9 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -556,7 +557,7 @@ public SyncPoller b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -690,7 +691,7 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -698,9 +699,9 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -733,7 +734,7 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -743,9 +744,9 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -780,7 +781,7 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -788,9 +789,9 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -826,7 +827,7 @@ public Response updateMemoryWithResponse(String name, String memoryI
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -883,7 +884,7 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -891,9 +892,9 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -927,7 +928,7 @@ public PagedIterable listMemories(String name, BinaryData listMemori
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
index 49c0ce245d50..15a9e5a1f8f0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.implementation.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.CodeFileDetails;
 import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.core.annotation.Generated;

From 66a3d32489c12473749d1e70dcfd6b7de005e08d Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 22 Jun 2026 10:39:04 +0200
Subject: [PATCH 12/45] Formatting and code regen

---
 .../ai/agents/BetaAgentsAsyncClient.java      |  2 +
 .../com/azure/ai/agents/BetaAgentsClient.java |  2 +
 .../agents/BetaMemoryStoresAsyncClient.java   | 60 +++++++++----------
 .../ai/agents/BetaMemoryStoresClient.java     | 60 +++++++++----------
 .../azure/ai/agents/ToolboxesAsyncClient.java | 20 +++----
 .../ai/projects/BetaDatasetsAsyncClient.java  |  2 +
 .../azure/ai/projects/BetaDatasetsClient.java |  2 +
 .../BetaEvaluationTaxonomiesAsyncClient.java  |  2 +
 .../BetaEvaluationTaxonomiesClient.java       |  2 +
 .../projects/BetaEvaluatorsAsyncClient.java   |  2 +
 .../ai/projects/BetaEvaluatorsClient.java     |  2 +
 .../ai/projects/BetaInsightsAsyncClient.java  |  2 +
 .../azure/ai/projects/BetaInsightsClient.java |  2 +
 .../ai/projects/BetaModelsAsyncClient.java    |  2 +
 .../azure/ai/projects/BetaModelsClient.java   |  2 +
 .../ai/projects/BetaRedTeamsAsyncClient.java  |  2 +
 .../azure/ai/projects/BetaRedTeamsClient.java |  2 +
 .../ai/projects/BetaRoutinesAsyncClient.java  |  2 +
 .../azure/ai/projects/BetaRoutinesClient.java |  2 +
 .../ai/projects/BetaSchedulesAsyncClient.java |  2 +
 .../ai/projects/BetaSchedulesClient.java      |  2 +
 .../ai/projects/BetaSkillsAsyncClient.java    |  2 +
 .../azure/ai/projects/BetaSkillsClient.java   |  2 +
 23 files changed, 110 insertions(+), 70 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
index c9970987246e..9d45e16255b7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.BetaAgentsImpl;
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.JobStatus;
 import com.azure.ai.agents.models.OptimizationJob;
 import com.azure.ai.agents.models.OptimizationJobListItem;
@@ -32,6 +33,7 @@
  * Initializes a new instance of the asynchronous AgentsClient type.
  */
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaAgentsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
index aee8b533059c..7dc8c04b36de 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.BetaAgentsImpl;
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.JobStatus;
 import com.azure.ai.agents.models.OptimizationJob;
 import com.azure.ai.agents.models.OptimizationJobListItem;
@@ -26,6 +27,7 @@
  * Initializes a new instance of the synchronous AgentsClient type.
  */
 @ServiceClient(builder = AgentsClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaAgentsClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
index 3bd591218bb3..ba944c692733 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
@@ -73,7 +73,7 @@ public final class BetaMemoryStoresAsyncClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -88,9 +88,9 @@ public final class BetaMemoryStoresAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -131,7 +131,7 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -142,9 +142,9 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -186,7 +186,7 @@ public Mono> updateMemoryStoreWithResponse(String name, Bin
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -248,7 +248,7 @@ public Mono> getMemoryStoreWithResponse(String name, Reques
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -286,7 +286,7 @@ public PagedFlux listMemoryStores(RequestOptions requestOptions) {
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -334,7 +334,7 @@ public Mono deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -349,9 +349,9 @@ public Mono deleteMemoryStore(String name) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -405,7 +405,7 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -418,9 +418,9 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -540,7 +540,7 @@ public PollerFlux b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -677,7 +677,7 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -685,9 +685,9 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -721,7 +721,7 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -731,9 +731,9 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -768,7 +768,7 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -776,9 +776,9 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -814,7 +814,7 @@ public Mono> updateMemoryWithResponse(String name, String m
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -873,7 +873,7 @@ public Mono> getMemoryWithResponse(String name, String memo
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -881,9 +881,9 @@ public Mono> getMemoryWithResponse(String name, String memo
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -917,7 +917,7 @@ public PagedFlux listMemories(String name, BinaryData listMemoriesRe
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
index 8162e0a24b7d..da9b77cc1c47 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
@@ -67,7 +67,7 @@ public final class BetaMemoryStoresClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -82,9 +82,9 @@ public final class BetaMemoryStoresClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -124,7 +124,7 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -135,9 +135,9 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -178,7 +178,7 @@ public Response updateMemoryStoreWithResponse(String name, BinaryDat
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -239,7 +239,7 @@ public Response getMemoryStoreWithResponse(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -277,7 +277,7 @@ public PagedIterable listMemoryStores(RequestOptions requestOptions)
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -351,7 +351,7 @@ public void deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -366,9 +366,9 @@ public void deleteMemoryStore(String name) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -422,7 +422,7 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -435,9 +435,9 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -557,7 +557,7 @@ public SyncPoller b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -691,7 +691,7 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -699,9 +699,9 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -734,7 +734,7 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -744,9 +744,9 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -781,7 +781,7 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -789,9 +789,9 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -827,7 +827,7 @@ public Response updateMemoryWithResponse(String name, String memoryI
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -884,7 +884,7 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -892,9 +892,9 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -928,7 +928,7 @@ public PagedIterable listMemories(String name, BinaryData listMemori
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
index 0e8204f07c60..7087a01348fd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
@@ -57,7 +57,7 @@ public final class ToolboxesAsyncClient {
      *
      * Creates a new toolbox version, provisioning the toolbox itself if it does not already exist.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -83,9 +83,9 @@ public final class ToolboxesAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -138,7 +138,7 @@ public Mono> createToolboxVersionWithResponse(String name,
      *
      * Retrieves the specified toolbox and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -189,7 +189,7 @@ public Mono> getToolboxWithResponse(String name, RequestOpt
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -238,7 +238,7 @@ public PagedFlux listToolboxes(RequestOptions requestOptions) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -288,7 +288,7 @@ public PagedFlux listToolboxVersions(String name, RequestOptions req
      *
      * Retrieves the specified version of a toolbox by name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -340,7 +340,7 @@ public Mono> getToolboxVersionWithResponse(String name, Str
      *
      * Updates the toolbox's default version pointer to the specified version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -348,9 +348,9 @@ public Mono> getToolboxVersionWithResponse(String name, Str
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
index b3e4a7a7ffb2..aacd204f3951 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
@@ -5,6 +5,7 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaDatasetsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DataGenerationJob;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -30,6 +31,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaDatasetsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
index 54979904723f..381c79d94909 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
@@ -5,6 +5,7 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaDatasetsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DataGenerationJob;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -24,6 +25,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaDatasetsClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
index 1e01332f634e..cd4be71393d0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaEvaluationTaxonomiesImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.EvaluationTaxonomy;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -28,6 +29,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluationTaxonomiesAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
index 6f41742dee04..4e012d2b740f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaEvaluationTaxonomiesImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.EvaluationTaxonomy;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -22,6 +23,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluationTaxonomiesClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
index c1fdda8a09a0..950871b65198 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
@@ -5,6 +5,7 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaEvaluatorsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.EvaluatorCredentialInput;
 import com.azure.ai.projects.models.EvaluatorGenerationJob;
@@ -36,6 +37,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluatorsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
index 7b96bdba77e4..f532ae84d68f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
@@ -5,6 +5,7 @@
 
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.projects.implementation.BetaEvaluatorsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.EvaluatorCredentialInput;
 import com.azure.ai.projects.models.EvaluatorGenerationJob;
@@ -30,6 +31,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluatorsClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
index f1bd1fe0f063..84bfcc977c63 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaInsightsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Insight;
 import com.azure.ai.projects.models.InsightType;
 import com.azure.core.annotation.Generated;
@@ -29,6 +30,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaInsightsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
index 115d7d96617d..6727d092841f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaInsightsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Insight;
 import com.azure.ai.projects.models.InsightType;
 import com.azure.core.annotation.Generated;
@@ -23,6 +24,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaInsightsClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
index 667fb24f58ae..18884cd049ac 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
@@ -5,6 +5,7 @@
 
 import com.azure.ai.projects.implementation.BetaModelsImpl;
 import com.azure.ai.projects.implementation.JsonMergePatchHelper;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateAsyncResponse;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.ModelCredentialInput;
@@ -35,6 +36,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaModelsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
index afbb5c057f20..79f952a8879a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
@@ -5,6 +5,7 @@
 
 import com.azure.ai.projects.implementation.BetaModelsImpl;
 import com.azure.ai.projects.implementation.JsonMergePatchHelper;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateAsyncResponse;
 import com.azure.ai.projects.models.DatasetCredential;
 import com.azure.ai.projects.models.ModelCredentialInput;
@@ -29,6 +30,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaModelsClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
index dee3fac7dde7..bea4f7ed242a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaRedTeamsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.RedTeam;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -28,6 +29,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRedTeamsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
index b656ee9d7ce8..e8555359f25a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaRedTeamsImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.RedTeam;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -22,6 +23,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRedTeamsClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
index 54b7515a2ce9..e18040c02c41 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
@@ -6,6 +6,7 @@
 import com.azure.ai.projects.implementation.BetaRoutinesImpl;
 import com.azure.ai.projects.implementation.models.CreateOrUpdateRoutineRequest;
 import com.azure.ai.projects.implementation.models.DispatchRoutineAsyncRequest;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DispatchRoutineResult;
 import com.azure.ai.projects.models.Routine;
 import com.azure.ai.projects.models.RoutineAction;
@@ -36,6 +37,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRoutinesAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
index 42406b22ada5..cc7c3192f00c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
@@ -6,6 +6,7 @@
 import com.azure.ai.projects.implementation.BetaRoutinesImpl;
 import com.azure.ai.projects.implementation.models.CreateOrUpdateRoutineRequest;
 import com.azure.ai.projects.implementation.models.DispatchRoutineAsyncRequest;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.DispatchRoutineResult;
 import com.azure.ai.projects.models.Routine;
 import com.azure.ai.projects.models.RoutineAction;
@@ -30,6 +31,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRoutinesClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
index b2299c267b55..4d9d04c6ec94 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaSchedulesImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Schedule;
 import com.azure.ai.projects.models.ScheduleRun;
 import com.azure.ai.projects.models.ScheduleTaskType;
@@ -30,6 +31,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSchedulesAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
index 9acff3d07893..079fc5bc5903 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects;
 
 import com.azure.ai.projects.implementation.BetaSchedulesImpl;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.Schedule;
 import com.azure.ai.projects.models.ScheduleRun;
 import com.azure.ai.projects.models.ScheduleTaskType;
@@ -24,6 +25,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSchedulesClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
index d0864e1b89bd..d5501bef6634 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
@@ -8,6 +8,7 @@
 import com.azure.ai.projects.implementation.MultipartFormDataHelper;
 import com.azure.ai.projects.implementation.models.CreateSkillVersionRequest;
 import com.azure.ai.projects.implementation.models.UpdateSkillRequest;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateSkillVersionFromFilesBody;
 import com.azure.ai.projects.models.SkillDetails;
 import com.azure.ai.projects.models.SkillFileDetails;
@@ -38,6 +39,7 @@
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSkillsAsyncClient {
 
     @Generated
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
index c295326d6cd1..4d7fab3636be 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
@@ -8,6 +8,7 @@
 import com.azure.ai.projects.implementation.MultipartFormDataHelper;
 import com.azure.ai.projects.implementation.models.CreateSkillVersionRequest;
 import com.azure.ai.projects.implementation.models.UpdateSkillRequest;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.ai.projects.models.CreateSkillVersionFromFilesBody;
 import com.azure.ai.projects.models.SkillDetails;
 import com.azure.ai.projects.models.SkillFileDetails;
@@ -33,6 +34,7 @@
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSkillsClient {
 
     @Generated

From 1b3df1d6f28bb2d9e387ed116cc6405f68fb8d3a Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 24 Jun 2026 23:36:01 +0200
Subject: [PATCH 13/45] Revapi report (#49585)

* Revapi report

* Compared against version resolution details
---
 sdk/ai/azure-ai-agents/REVAPI_REPORT.md   | 56 +++++++++++++++++++++++
 sdk/ai/azure-ai-agents/pom.xml            | 11 +++++
 sdk/ai/azure-ai-agents/revapi.json        | 38 +++++++++++++++
 sdk/ai/azure-ai-projects/REVAPI_REPORT.md | 51 +++++++++++++++++++++
 sdk/ai/azure-ai-projects/pom.xml          | 11 +++++
 sdk/ai/azure-ai-projects/revapi.json      | 26 +++++++++++
 6 files changed, 193 insertions(+)
 create mode 100644 sdk/ai/azure-ai-agents/REVAPI_REPORT.md
 create mode 100644 sdk/ai/azure-ai-agents/revapi.json
 create mode 100644 sdk/ai/azure-ai-projects/REVAPI_REPORT.md
 create mode 100644 sdk/ai/azure-ai-projects/revapi.json

diff --git a/sdk/ai/azure-ai-agents/REVAPI_REPORT.md b/sdk/ai/azure-ai-agents/REVAPI_REPORT.md
new file mode 100644
index 000000000000..0cef6214d38e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/REVAPI_REPORT.md
@@ -0,0 +1,56 @@
+# RevAPI failure report
+
+Baseline command:
+
+```powershell
+mvn clean install
+```
+
+Result: the build failed in `org.revapi:revapi-maven-plugin:0.15.1:check` while comparing
+`com.azure:azure-ai-agents:2.1.0` against `2.2.0-beta.1`. Tests and coverage completed before the
+RevAPI check.
+
+## Version resolution
+
+RevAPI resolves the old artifact from Maven's active repositories because this package does not set
+`revapi.oldArtifacts` or `revapi.oldVersion`. The inherited parent config sets
+`^\d+\.\d+\.\d+$`, so `RELEASE` resolves to the latest stable version
+matching that pattern and excludes beta versions. In this build, that resolved to
+`com.azure:azure-ai-agents:2.1.0`; the new artifact is the local project version,
+`2.2.0-beta.1`.
+
+## Beta-annotated surface
+
+The 2.1.0 source jar contains no `@Beta` annotations, including on removed classes. The RevAPI
+findings below are on types that are `@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")`
+in the current source, but the corresponding 2.1.0 API was not beta-annotated.
+
+| Current beta type | RevAPI changes |
+| --- | --- |
+| `OptimizationCandidate` | Removed `getConfig()`, `getPassRate()`, `getTaskScores()`, and `isParetoOptimal()`. |
+| `OptimizationJob` | Public no-arg constructor visibility increased; removed `getDataset()`. |
+| `OptimizationJobInputs` | Constructor changed from `(AgentIdentifier, DatasetRef)` to `(OptimizationAgentIdentifier, OptimizationDatasetInput, List)`; `getAgent()` return type changed; `getEvaluators()` list element type changed; removed train/validation dataset reference getters and affected setters. |
+| `OptimizationJobProgress` | Removed `getCurrentIteration()`. |
+| `OptimizationJobResult` | `getBaseline()` and `getBest()` now return `String` instead of `OptimizationCandidate`; removed `getOptions()`, `getWarnings()`, and `isAllTargetAttributesFailed()`. |
+| `OptimizationOptions` | Removed `getMaxIterations()` and `setMaxIterations(Integer)`. |
+
+## Other non-beta API changes
+
+These RevAPI failures are outside the beta-annotated surface:
+
+| Area | RevAPI changes |
+| --- | --- |
+| `AgentsClient` / `AgentsAsyncClient` | `deleteSession`, `downloadAgentCode`, `getSession`, and `listSessions` signatures changed by removing the `AgentDefinitionOptInKeys` parameter. |
+| Removed models | `AgentIdentifier`, `AgentProtocol`, `CandidateDeployConfig`, `CandidateFileInfo`, `CandidateMetadata`, `CandidateResults`, `DatasetInfo`, `DatasetRef`, `OptimizationAgentDefinition`, `OptimizationTaskResult`, `PromoteCandidateInput`, and `PromoteCandidateResult` were removed. None were `@Beta` in 2.1.0. |
+| `ProtocolVersionRecord` | Constructor parameter and `getProtocol()` return type changed from `AgentProtocol` to `AgentEndpointProtocol`. |
+
+## Least-verbose exception shape
+
+The concise exception set is four grouped RevAPI rules:
+
+1. `java.method.numberOfParametersChanged` for the affected `AgentsClient` / `AgentsAsyncClient` methods.
+2. `java.class.removed` for the removed optimization/protocol model names.
+3. A regex covering optimization model method removals, return-type changes, constructor parameter changes, and visibility increase.
+4. A regex covering `ProtocolVersionRecord` parameter/return type changes.
+
+Those exceptions are in `revapi.json` and appended from `pom.xml` so the inherited RevAPI config remains active.
diff --git a/sdk/ai/azure-ai-agents/pom.xml b/sdk/ai/azure-ai-agents/pom.xml
index d4cc6ac15e96..d25b13858730 100644
--- a/sdk/ai/azure-ai-agents/pom.xml
+++ b/sdk/ai/azure-ai-agents/pom.xml
@@ -112,6 +112,17 @@
           
         
       
+      
+        org.revapi
+        revapi-maven-plugin
+        
+          
+            
+              ${project.basedir}/revapi.json
+            
+          
+        
+      
     
   
 
diff --git a/sdk/ai/azure-ai-agents/revapi.json b/sdk/ai/azure-ai-agents/revapi.json
new file mode 100644
index 000000000000..e3f8957a4ca0
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/revapi.json
@@ -0,0 +1,38 @@
+[
+  {
+    "extension": "revapi.differences",
+    "configuration": {
+      "ignore": true,
+      "differences": [
+        {
+          "code": "java.method.numberOfParametersChanged",
+          "old": {
+            "matcher": "regex",
+            "match": "method .* com\\.azure\\.ai\\.agents\\.Agents(Async)?Client::(deleteSession|downloadAgentCode|getSession|listSessions)\\(.*\\)"
+          },
+          "justification": "Breaking change in beta operation: session and hosted-agent code methods no longer expose AgentDefinitionOptInKeys. The opt-in key is now sent implicitly and userIsolationKey/agentVersion are the public parameters."
+        },
+        {
+          "code": "java.class.removed",
+          "old": {
+            "matcher": "regex",
+            "match": "class com\\.azure\\.ai\\.agents\\.models\\.(AgentIdentifier|AgentProtocol|CandidateDeployConfig|CandidateFileInfo|CandidateMetadata|CandidateResults|DatasetInfo|DatasetRef|OptimizationAgentDefinition|OptimizationTaskResult|PromoteCandidateInput|PromoteCandidateResult)"
+          },
+          "justification": "Breaking change in beta operation: optimization and agent protocol models were renamed, restructured, or removed to align with the current service contract."
+        },
+        {
+          "regex": true,
+          "code": "java\\.method\\.(numberOfParametersChanged|removed|returnTypeChanged|returnTypeTypeParametersChanged|visibilityIncreased)",
+          "old": "method .* com\\.azure\\.ai\\.agents\\.models\\.Optimization(Candidate|Job|JobInputs|JobProgress|JobResult|Options)::.*",
+          "justification": "Breaking change in beta operation: optimization models were restructured to align with the current AgentsOptimization preview contract."
+        },
+        {
+          "regex": true,
+          "code": "java\\.method\\.(parameterTypeChanged|returnTypeChanged)",
+          "old": "(method|parameter) .* com\\.azure\\.ai\\.agents\\.models\\.ProtocolVersionRecord::.*",
+          "justification": "AgentProtocol was renamed to AgentEndpointProtocol to align protocol-version records with the current service contract."
+        }
+      ]
+    }
+  }
+]
diff --git a/sdk/ai/azure-ai-projects/REVAPI_REPORT.md b/sdk/ai/azure-ai-projects/REVAPI_REPORT.md
new file mode 100644
index 000000000000..18e179e56373
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/REVAPI_REPORT.md
@@ -0,0 +1,51 @@
+# RevAPI failure report
+
+Baseline command:
+
+```powershell
+mvn clean install
+```
+
+Result: the build failed in `org.revapi:revapi-maven-plugin:0.15.1:check` while comparing
+`com.azure:azure-ai-projects:2.1.0` against `2.2.0-beta.1`. Tests and coverage completed before the
+RevAPI check.
+
+## Version resolution
+
+RevAPI resolves the old artifact from Maven's active repositories because this package does not set
+`revapi.oldArtifacts` or `revapi.oldVersion`. The inherited parent config sets
+`^\d+\.\d+\.\d+$`, so `RELEASE` resolves to the latest stable version
+matching that pattern and excludes beta versions. In this build, that resolved to
+`com.azure:azure-ai-projects:2.1.0`; the new artifact is the local project version,
+`2.2.0-beta.1`.
+
+## Beta-annotated surface
+
+The 2.1.0 source jar contains no `@Beta` annotations. The only RevAPI failure on a type that is
+`@Beta` in the current source is:
+
+| Current beta type | RevAPI change |
+| --- | --- |
+| `RoutineRun` | `getStatus()` return type changed from `String` to `BinaryData`. |
+
+`RoutineRun` is currently annotated with `@Beta(warningText = "Preview API. Routines=V1Preview")`,
+but it was not `@Beta` in the 2.1.0 source.
+
+## Other non-beta API changes
+
+These RevAPI failures are outside the beta-annotated surface:
+
+| Area | RevAPI changes |
+| --- | --- |
+| `ModelVersion` | Removed `getSystemData()`, which returned `SystemDataV3`. |
+| Removed models | `SystemDataV3` was removed. It was not `@Beta` in 2.1.0. |
+
+## Least-verbose exception shape
+
+The concise exception set is three exact RevAPI rules:
+
+1. `java.method.removed` for `ModelVersion.getSystemData()`.
+2. `java.class.removed` for `SystemDataV3`.
+3. `java.method.returnTypeChanged` for `RoutineRun.getStatus()`.
+
+Those exceptions are in `revapi.json` and appended from `pom.xml` so the inherited RevAPI config remains active.
diff --git a/sdk/ai/azure-ai-projects/pom.xml b/sdk/ai/azure-ai-projects/pom.xml
index d5eaa4caf9c8..d794f6cb7d29 100644
--- a/sdk/ai/azure-ai-projects/pom.xml
+++ b/sdk/ai/azure-ai-projects/pom.xml
@@ -113,6 +113,17 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
           
         
       
+      
+        org.revapi
+        revapi-maven-plugin
+        
+          
+            
+              ${project.basedir}/revapi.json
+            
+          
+        
+      
     
   
 
diff --git a/sdk/ai/azure-ai-projects/revapi.json b/sdk/ai/azure-ai-projects/revapi.json
new file mode 100644
index 000000000000..21f63574ff6a
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/revapi.json
@@ -0,0 +1,26 @@
+[
+  {
+    "extension": "revapi.differences",
+    "configuration": {
+      "ignore": true,
+      "differences": [
+        {
+          "code": "java.method.removed",
+          "old": "method com.azure.ai.projects.models.SystemDataV3 com.azure.ai.projects.models.ModelVersion::getSystemData()",
+          "justification": "SystemDataV3 was removed from ModelVersion because the current service contract no longer exposes system data on model versions."
+        },
+        {
+          "code": "java.class.removed",
+          "old": "class com.azure.ai.projects.models.SystemDataV3",
+          "justification": "SystemDataV3 was removed because the current service contract no longer exposes this model."
+        },
+        {
+          "code": "java.method.returnTypeChanged",
+          "old": "method java.lang.String com.azure.ai.projects.models.RoutineRun::getStatus()",
+          "new": "method com.azure.core.util.BinaryData com.azure.ai.projects.models.RoutineRun::getStatus()",
+          "justification": "Breaking change in beta operation: RoutineRun status changed from String to BinaryData to align with the current Routines preview contract."
+        }
+      ]
+    }
+  }
+]

From fd66a087a5881f74838d66badc9081ecf2d57f4f Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Mon, 22 Jun 2026 19:01:07 -0700
Subject: [PATCH 14/45] update run status to be string

---
 .../azure/ai/projects/BetaRoutinesAsyncClient.java  |  2 +-
 .../com/azure/ai/projects/BetaRoutinesClient.java   |  2 +-
 .../projects/implementation/BetaRoutinesImpl.java   |  8 ++++----
 .../com/azure/ai/projects/models/RoutineRun.java    | 13 ++++---------
 .../META-INF/azure-ai-projects_metadata.json        |  2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml          |  2 +-
 6 files changed, 12 insertions(+), 17 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
index e18040c02c41..6e9a012d7702 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
@@ -337,7 +337,7 @@ public Mono> deleteRoutineWithResponse(String routineName, Reques
      * {@code
      * {
      *     id: String (Required)
-     *     status: BinaryData (Optional)
+     *     status: String (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
index cc7c3192f00c..a4459248e9ba 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
@@ -327,7 +327,7 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio
      * {@code
      * {
      *     id: String (Required)
-     *     status: BinaryData (Optional)
+     *     status: String (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
index 64beb39296d2..a9cf408a172e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
@@ -910,7 +910,7 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio
      * {@code
      * {
      *     id: String (Required)
-     *     status: BinaryData (Optional)
+     *     status: String (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -980,7 +980,7 @@ private Mono> listRoutineRunsSinglePageAsync(String ro
      * {@code
      * {
      *     id: String (Required)
-     *     status: BinaryData (Optional)
+     *     status: String (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -1043,7 +1043,7 @@ public PagedFlux listRoutineRunsAsync(String routineName, RequestOpt
      * {@code
      * {
      *     id: String (Required)
-     *     status: BinaryData (Optional)
+     *     status: String (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -1110,7 +1110,7 @@ private PagedResponse listRoutineRunsSinglePage(String routineName,
      * {@code
      * {
      *     id: String (Required)
-     *     status: BinaryData (Optional)
+     *     status: String (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
index f8bfa1d25505..670a4c0d06c5 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
@@ -6,7 +6,6 @@
 import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
@@ -33,7 +32,7 @@ public final class RoutineRun implements JsonSerializable {
      * The run status.
      */
     @Generated
-    private BinaryData status;
+    private String status;
 
     /*
      * The AgentExtensions lifecycle phase for the routine attempt.
@@ -129,7 +128,7 @@ public String getId() {
      * @return the status value.
      */
     @Generated
-    public BinaryData getStatus() {
+    public String getStatus() {
         return this.status;
     }
 
@@ -279,10 +278,7 @@ public String getErrorMessage() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        if (this.status != null) {
-            jsonWriter.writeFieldName("status");
-            this.status.writeTo(jsonWriter);
-        }
+        jsonWriter.writeStringField("status", this.status);
         jsonWriter.writeStringField("phase", this.phase == null ? null : this.phase.toString());
         jsonWriter.writeStringField("trigger_type", this.triggerType == null ? null : this.triggerType.toString());
         jsonWriter.writeStringField("trigger_name", this.triggerName);
@@ -326,8 +322,7 @@ public static RoutineRun fromJson(JsonReader jsonReader) throws IOException {
                 if ("id".equals(fieldName)) {
                     deserializedRoutineRun.id = reader.getString();
                 } else if ("status".equals(fieldName)) {
-                    deserializedRoutineRun.status
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    deserializedRoutineRun.status = reader.getString();
                 } else if ("phase".equals(fieldName)) {
                     deserializedRoutineRun.phase = RoutineRunPhase.fromString(reader.getString());
                 } else if ("trigger_type".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 115c6a22f302..f495fc9b546c 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"21a9fe448a61","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomie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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 9426093daf10..881523341a89 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 74bb5279f6e82bfd3609e38c01402e3caaf62478
+commit: b5240b8076f77b72b9d5d1e83c3a69b28c358d56
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From d423350ed099b16e46ae02ff0358388d2a4fb980 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Wed, 24 Jun 2026 14:44:15 -0700
Subject: [PATCH 15/45] add searchMemoriesWithResponse methods

---
 .../agents/BetaMemoryStoresAsyncClient.java   | 69 +++++++++++++++++++
 .../ai/agents/BetaMemoryStoresClient.java     | 69 +++++++++++++++++++
 2 files changed, 138 insertions(+)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
index ba944c692733..0f2b7913b2c5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
@@ -399,6 +399,75 @@ Mono> internalSearchMemoriesWithResponse(String name, Binar
         return this.serviceClient.internalSearchMemoriesWithResponseAsync(name, searchMemoriesRequest, requestOptions);
     }
 
+    /**
+     * Search memories
+     *
+     * Searches the specified memory store for memories relevant to the provided conversation context.
+     * 
Request Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     scope: String (Required)
+     *     items (Optional): [
+     *         BinaryData (Optional)
+     *     ]
+     *     previous_search_id: String (Optional)
+     *     options (Optional): {
+     *         max_memories: Integer (Optional)
+     *     }
+     * }
+     * }
+     * 

+     *
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     search_id: String (Required)
+     *     memories (Required): [
+     *          (Required){
+     *             memory_item (Required): {
+     *                 kind: String(user_profile/chat_summary/procedural) (Required)
+     *                 memory_id: String (Required)
+     *                 updated_at: long (Required)
+     *                 scope: String (Required)
+     *                 content: String (Required)
+     *             }
+     *         }
+     *     ]
+     *     usage (Required): {
+     *         embedding_tokens: int (Required)
+     *         input_tokens: long (Required)
+     *         input_tokens_details (Required): {
+     *             cached_tokens: long (Required)
+     *         }
+     *         output_tokens: long (Required)
+     *         output_tokens_details (Required): {
+     *             reasoning_tokens: long (Required)
+     *         }
+     *         total_tokens: long (Required)
+     *     }
+     * }
+     * }
+     * 

+     *
+     * @param name The name of the memory store to search.
+     * @param searchMemoriesRequest The searchMemoriesRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return memory search response along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> searchMemoriesWithResponse(String name, BinaryData searchMemoriesRequest,
+        RequestOptions requestOptions) {
+        return this.serviceClient.internalSearchMemoriesWithResponseAsync(name, searchMemoriesRequest, requestOptions);
+    }
+
     /**
      * Update memories
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
index da9b77cc1c47..5563de7beb9d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
@@ -1237,6 +1237,75 @@ public MemoryStoreSearchResponse searchMemories(String name, String scope, List<
         return internalSearchMemories(name, scope, inputItems, previousSearchId, options);
     }
 
+    /**
+     * Search memories
+     *
+     * Searches the specified memory store for memories relevant to the provided conversation context.
+     * 
Request Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     scope: String (Required)
+     *     items (Optional): [
+     *         BinaryData (Optional)
+     *     ]
+     *     previous_search_id: String (Optional)
+     *     options (Optional): {
+     *         max_memories: Integer (Optional)
+     *     }
+     * }
+     * }
+     * 

+     *
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     search_id: String (Required)
+     *     memories (Required): [
+     *          (Required){
+     *             memory_item (Required): {
+     *                 kind: String(user_profile/chat_summary/procedural) (Required)
+     *                 memory_id: String (Required)
+     *                 updated_at: long (Required)
+     *                 scope: String (Required)
+     *                 content: String (Required)
+     *             }
+     *         }
+     *     ]
+     *     usage (Required): {
+     *         embedding_tokens: int (Required)
+     *         input_tokens: long (Required)
+     *         input_tokens_details (Required): {
+     *             cached_tokens: long (Required)
+     *         }
+     *         output_tokens: long (Required)
+     *         output_tokens_details (Required): {
+     *             reasoning_tokens: long (Required)
+     *         }
+     *         total_tokens: long (Required)
+     *     }
+     * }
+     * }
+     * 

+     *
+     * @param name The name of the memory store to search.
+     * @param searchMemoriesRequest The searchMemoriesRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return memory search response along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response searchMemoriesWithResponse(String name, BinaryData searchMemoriesRequest,
+        RequestOptions requestOptions) {
+        return this.serviceClient.internalSearchMemoriesWithResponse(name, searchMemoriesRequest, requestOptions);
+    }
+
     /**
      * Update memories
      *

From 7aa0d0dc91f8d90751d63f3ae04ceb7d18fa4e2d Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Wed, 24 Jun 2026 15:07:57 -0700
Subject: [PATCH 16/45] unabbreviate evalId

---
 .../ContinuousEvaluationRuleAction.java       | 46 +++++++++----------
 .../META-INF/azure-ai-projects_metadata.json  |  2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 3 files changed, 25 insertions(+), 25 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ContinuousEvaluationRuleAction.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ContinuousEvaluationRuleAction.java
index 206891863399..ce01f9579084 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ContinuousEvaluationRuleAction.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ContinuousEvaluationRuleAction.java
@@ -22,12 +22,6 @@ public final class ContinuousEvaluationRuleAction extends EvaluationRuleAction {
     @Generated
     private EvaluationRuleActionType type = EvaluationRuleActionType.CONTINUOUS_EVALUATION;
 
-    /*
-     * Eval Id to add continuous evaluation runs to.
-     */
-    @Generated
-    private final String evalId;
-
     /*
      * Maximum number of evaluation runs allowed per hour.
      */
@@ -37,11 +31,11 @@ public final class ContinuousEvaluationRuleAction extends EvaluationRuleAction {
     /**
      * Creates an instance of ContinuousEvaluationRuleAction class.
      *
-     * @param evalId the evalId value to set.
+     * @param evaluationId the evaluationId value to set.
      */
     @Generated
-    public ContinuousEvaluationRuleAction(String evalId) {
-        this.evalId = evalId;
+    public ContinuousEvaluationRuleAction(String evaluationId) {
+        this.evaluationId = evaluationId;
     }
 
     /**
@@ -55,16 +49,6 @@ public EvaluationRuleActionType getType() {
         return this.type;
     }
 
-    /**
-     * Get the evalId property: Eval Id to add continuous evaluation runs to.
-     *
-     * @return the evalId value.
-     */
-    @Generated
-    public String getEvalId() {
-        return this.evalId;
-    }
-
     /**
      * Get the maxHourlyRuns property: Maximum number of evaluation runs allowed per hour.
      *
@@ -94,7 +78,7 @@ public ContinuousEvaluationRuleAction setMaxHourlyRuns(Integer maxHourlyRuns) {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("evalId", this.evalId);
+        jsonWriter.writeStringField("evalId", this.evaluationId);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeNumberField("maxHourlyRuns", this.maxHourlyRuns);
         jsonWriter.writeNumberField("samplingRate", this.samplingRate);
@@ -113,7 +97,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static ContinuousEvaluationRuleAction fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            String evalId = null;
+            String evaluationId = null;
             EvaluationRuleActionType type = EvaluationRuleActionType.CONTINUOUS_EVALUATION;
             Integer maxHourlyRuns = null;
             Double samplingRate = null;
@@ -121,7 +105,7 @@ public static ContinuousEvaluationRuleAction fromJson(JsonReader jsonReader) thr
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("evalId".equals(fieldName)) {
-                    evalId = reader.getString();
+                    evaluationId = reader.getString();
                 } else if ("type".equals(fieldName)) {
                     type = EvaluationRuleActionType.fromString(reader.getString());
                 } else if ("maxHourlyRuns".equals(fieldName)) {
@@ -133,7 +117,7 @@ public static ContinuousEvaluationRuleAction fromJson(JsonReader jsonReader) thr
                 }
             }
             ContinuousEvaluationRuleAction deserializedContinuousEvaluationRuleAction
-                = new ContinuousEvaluationRuleAction(evalId);
+                = new ContinuousEvaluationRuleAction(evaluationId);
             deserializedContinuousEvaluationRuleAction.type = type;
             deserializedContinuousEvaluationRuleAction.maxHourlyRuns = maxHourlyRuns;
             deserializedContinuousEvaluationRuleAction.samplingRate = samplingRate;
@@ -171,4 +155,20 @@ public ContinuousEvaluationRuleAction setSamplingRate(Double samplingRate) {
         this.samplingRate = samplingRate;
         return this;
     }
+
+    /*
+     * Eval Id to add continuous evaluation runs to.
+     */
+    @Generated
+    private final String evaluationId;
+
+    /**
+     * Get the evaluationId property: Eval Id to add continuous evaluation runs to.
+     *
+     * @return the evaluationId value.
+     */
+    @Generated
+    public String getEvaluationId() {
+        return this.evaluationId;
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index f495fc9b546c..596d0e8fa652 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"a525fa55a3fc","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluatorsAsyncClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorGenerationJobs":"Azure.AI.Projects.EvaluatorGenerationJobs.list","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorVersions":"Azure.AI.Projects.Evaluators.listVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listLatestEvaluatorVersions":"Azure.AI.Projects.Evaluators.listLatestVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUpload":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUploadWithResponse":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersion":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluato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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 881523341a89..faf46e3738c5 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: b5240b8076f77b72b9d5d1e83c3a69b28c358d56
+commit: c755db57482c5e0ac7ae4ae1c1d058cd16776fb4
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 00a90ea2df0badf20308b3013c2d31fbf481bc61 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Wed, 24 Jun 2026 15:57:18 -0700
Subject: [PATCH 17/45] renames

---
 .../models/MicrosoftFabricPreviewTool.java    |  4 +-
 .../com/azure/ai/agents/models/ToolType.java  | 12 ++--
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 .../ai/projects/models/AttackStrategy.java    | 24 +++----
 .../models/CodeBasedEvaluatorDefinition.java  | 26 ++++----
 .../projects/models/EvaluatorDefinition.java  | 62 +++++++++----------
 .../PromptBasedEvaluatorDefinition.java       | 17 ++---
 .../RubricBasedEvaluatorDefinition.java       | 29 ++++-----
 .../META-INF/azure-ai-projects_metadata.json  |  2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 11 files changed, 92 insertions(+), 90 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java
index c8e49f39a85b..20c538159191 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java
@@ -21,7 +21,7 @@ public final class MicrosoftFabricPreviewTool extends Tool {
      * The type property.
      */
     @Generated
-    private ToolType type = ToolType.FABRIC_DATAAGENT_PREVIEW;
+    private ToolType type = ToolType.FABRIC_DATA_AGENT_PREVIEW;
 
     /*
      * The fabric data agent tool parameters.
@@ -88,7 +88,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static MicrosoftFabricPreviewTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             FabricDataAgentToolParameters fabricDataAgentPreview = null;
-            ToolType type = ToolType.FABRIC_DATAAGENT_PREVIEW;
+            ToolType type = ToolType.FABRIC_DATA_AGENT_PREVIEW;
             String name = null;
             String description = null;
             Map toolConfigs = null;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index e5958b235baf..5ff094c3e342 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -72,12 +72,6 @@ public final class ToolType extends ExpandableStringEnum {
     @Generated
     public static final ToolType BROWSER_AUTOMATION_PREVIEW = fromString("browser_automation_preview");
 
-    /**
-     * Static value fabric_dataagent_preview for ToolType.
-     */
-    @Generated
-    public static final ToolType FABRIC_DATAAGENT_PREVIEW = fromString("fabric_dataagent_preview");
-
     /**
      * Static value sharepoint_grounding_preview for ToolType.
      */
@@ -222,4 +216,10 @@ public static Collection values() {
      */
     @Generated
     public static final ToolType REMINDER_PREVIEW = fromString("reminder_preview");
+
+    /**
+     * Static value fabric_dataagent_preview for ToolType.
+     */
+    @Generated
+    public static final ToolType FABRIC_DATA_AGENT_PREVIEW = fromString("fabric_dataagent_preview");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index bce7d0996865..b661b6c4a09d 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"99e23a5b2bc5","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsAsyncClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsAsyncClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCode":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromManifest":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.updateAgentWithResponse":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.uploadSessionFile":"Azure.AI.Projects.AgentSessionFiles.uploadSessionFile","com.azure.ai.agents.AgentsAsyncClient.uploadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.uploadSessionFile","com.azure.ai.agents.AgentsClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsClient.updateAgentFromCode":"A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\ No newline at end of file
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nts/models/ContainerAutoParameter.java","src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java","src/main/java/com/azure/ai/agents/models/ContainerMemoryLimit.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyAllowlistParameter.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyDisabledParameter.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyDomainSecretParameter.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyParamType.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyParameter.java","src/main/java/com/azure/ai/agents/models/ContainerSkill.java","src/main/java/com/azure/ai/agents/models/ContainerSkillType.java","src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java","src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java","src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java","src/main/java/com/azure/ai/agents/models/CustomGrammarFormatParameter.java","src/main/java/com/azure/ai/agents/models/CustomTextFormatParameter.java","src/main/java/com/azure/ai/agents/models/CustomToolParamFormat.java","src/main/java/com/azure/ai/agents/models/CustomToolParamFormatType.java","src/main/java/com/azure/ai/agents/models/CustomToolParameter.java","src/main/java/com/azure/ai/agents/models/EmptyModelParam.java","src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java","src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java","src/main/java/com/azure/ai/agents/models/EvaluationLevel.java","src/main/java/com/azure/ai/agents/models/ExternalAgentDefinition.java","src/main/java/com/azure/ai/agents/models/FabricDataAgentToolCall.java","src/main/java/com/azure/ai/agents/models/FabricDataAgentToolCallOutput.java","src/main/java/com/azure/ai/agents/models/FabricDataAgentToolParameters.java","src/main/java/com/azure/ai/agents/models/FabricIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/FileSearchTool.java","src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParamEnvironment.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParamEnvironmentType.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParameterEnvironmentContainerReferenceParameter.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParameterEnvironmentLocalEnvironmentParameter.java","src/main/java/com/azure/ai/agents/models/FunctionTool.java","src/main/java/com/azure/ai/agents/models/FunctionToolParam.java","src/main/java/com/azure/ai/agents/models/GrammarSyntax.java","src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java","src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java","src/main/java/com/azure/ai/agents/models/HybridSearchOptions.java","src/main/java/com/azure/ai/agents/models/ImageGenActionEnum.java","src/main/java/com/azure/ai/agents/models/ImageGenTool.java","src/main/java/com/azure/ai/agents/models/ImageGenToolBackground.java","src/main/java/com/azure/ai/agents/models/ImageGenToolInputImageMask.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModel.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModeration.java","src/main/java/com/azure/ai/agents/models/ImageGenToolOutputFormat.java","src/main/java/com/azure/ai/agents/models/ImageGenToolQuality.java","src/main/java/com/azure/ai/agents/models/ImageGenToolSize.java","src/main/java/com/azure/ai/agents/models/IncludeEnum.java","src/main/java/com/azure/ai/agents/models/InlineSkillParameter.java","src/main/java/com/azure/ai/agents/models/InlineSkillSourceParameter.java","src/main/java/com/azure/ai/agents/models/InputFidelity.java","src/main/java/com/azure/ai/agents/models/IsolationKeySource.java","src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java","src/main/java/com/azure/ai/agents/models/JobStatus.java","src/main/java/com/azure/ai/agents/models/ListMemoriesOptions.java","src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java","src/main/java/com/azure/ai/agents/models/LocalSkillParameter.java","src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java","src/main/java/com/azure/ai/agents/models/McpTool.java","src/main/java/com/azure/ai/agents/models/McpToolConnectorId.java","src/main/java/com/azure/ai/agents/models/McpToolFilter.java","src/main/java/com/azure/ai/agents/models/McpToolRequireApproval.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCallOutput.java","src/main/java/com/azure/ai/agents/models/MemoryItem.java","src/main/java/com/azure/ai/agents/models/MemoryItemKind.java","src/main/java/com/azure/ai/agents/models/MemoryOperation.java","src/main/java/com/azure/ai/agents/models/MemoryOperationKind.java","src/main/java/com/azure/ai/agents/models/MemorySearchItem.java","src/main/java/com/azure/ai/agents/models/MemorySearchOptions.java","src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/MemorySearchToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultOptions.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDetails.java","src/main/java/com/azure/ai/agents/models/MemoryStoreKind.java","src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java","src/main/java/com/azure/ai/agents/models/MemoryStoreOperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 1ad5bb4fe75b..749746d3e6e8 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 0384fe9aba51eac35ccac8c7db79257ce48622ca
+commit: f73d8a7208d8a549b571efa8aedb5d965aec5d38
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java
index 104548e3e242..57d6db14b309 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java
@@ -53,12 +53,6 @@ public final class AttackStrategy extends ExpandableStringEnum {
     @Generated
     public static final AttackStrategy ATBASH = fromString("atbash");
 
-    /**
-     * Encodes binary data into a text format using Base64, commonly used for data transmission.
-     */
-    @Generated
-    public static final AttackStrategy BASE64 = fromString("base64");
-
     /**
      * Converts text into binary code, representing data in a series of 0s and 1s.
      */
@@ -131,12 +125,6 @@ public final class AttackStrategy extends ExpandableStringEnum {
     @Generated
     public static final AttackStrategy LEETSPEAK = fromString("leetspeak");
 
-    /**
-     * Applies the ROT13 cipher, a simple substitution cipher that shifts characters by 13 positions.
-     */
-    @Generated
-    public static final AttackStrategy ROT13 = fromString("rot13");
-
     /**
      * Encodes text into Morse code, using dots and dashes to represent characters.
      */
@@ -215,4 +203,16 @@ public static Collection values() {
      */
     @Generated
     public static final AttackStrategy ANSI_ATTACK = fromString("ansi_attack");
+
+    /**
+     * Encodes binary data into a text format using Base64, commonly used for data transmission.
+     */
+    @Generated
+    public static final AttackStrategy BASE_64 = fromString("base64");
+
+    /**
+     * Applies the ROT13 cipher, a simple substitution cipher that shifts characters by 13 positions.
+     */
+    @Generated
+    public static final AttackStrategy ROT_13 = fromString("rot13");
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java
index 1c14d090b748..5e3110443af2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java
@@ -69,7 +69,7 @@ public CodeBasedEvaluatorDefinition setMetrics(Map metr
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeMapField("init_parameters", getInitParameters(), (writer, element) -> {
+        jsonWriter.writeMapField("init_parameters", getInitializationParameters(), (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
             } else {
@@ -108,9 +108,9 @@ public static CodeBasedEvaluatorDefinition fromJson(JsonReader jsonReader) throw
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("init_parameters".equals(fieldName)) {
-                    Map initParameters = reader.readMap(reader1 -> reader1
+                    Map initializationParameters = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
-                    deserializedCodeBasedEvaluatorDefinition.setInitParameters(initParameters);
+                    deserializedCodeBasedEvaluatorDefinition.setInitializationParameters(initializationParameters);
                 } else if ("data_schema".equals(fieldName)) {
                     Map dataSchema = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
@@ -137,16 +137,6 @@ public static CodeBasedEvaluatorDefinition fromJson(JsonReader jsonReader) throw
         });
     }
 
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public CodeBasedEvaluatorDefinition setInitParameters(Map initParameters) {
-        super.setInitParameters(initParameters);
-        return this;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -279,4 +269,14 @@ public CodeBasedEvaluatorDefinition setBlobUrl(String blobUrl) {
         this.blobUrl = blobUrl;
         return this;
     }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public CodeBasedEvaluatorDefinition setInitializationParameters(Map initializationParameters) {
+        super.setInitializationParameters(initializationParameters);
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
index 95264c7257a9..4cc750ace5bb 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
@@ -25,13 +25,6 @@ public class EvaluatorDefinition implements JsonSerializable initParameters;
-
     /*
      * The JSON schema (Draft 2020-12) for the evaluator's input data. This includes parameters like type, properties,
      * required.
@@ -62,17 +55,6 @@ public EvaluatorDefinitionType getType() {
         return this.type;
     }
 
-    /**
-     * Get the initParameters property: The JSON schema (Draft 2020-12) for the evaluator's input parameters. This
-     * includes parameters like type, properties, required.
-     *
-     * @return the initParameters value.
-     */
-    @Generated
-    public Map getInitParameters() {
-        return this.initParameters;
-    }
-
     /**
      * Get the dataSchema property: The JSON schema (Draft 2020-12) for the evaluator's input data. This includes
      * parameters like type, properties, required.
@@ -114,7 +96,7 @@ public EvaluatorDefinition setMetrics(Map metrics) {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeMapField("init_parameters", this.initParameters, (writer, element) -> {
+        jsonWriter.writeMapField("init_parameters", this.initializationParameters, (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
             } else {
@@ -181,9 +163,9 @@ static EvaluatorDefinition fromJsonKnownDiscriminator(JsonReader jsonReader) thr
                 if ("type".equals(fieldName)) {
                     deserializedEvaluatorDefinition.type = EvaluatorDefinitionType.fromString(reader.getString());
                 } else if ("init_parameters".equals(fieldName)) {
-                    Map initParameters = reader.readMap(reader1 -> reader1
+                    Map initializationParameters = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
-                    deserializedEvaluatorDefinition.initParameters = initParameters;
+                    deserializedEvaluatorDefinition.initializationParameters = initializationParameters;
                 } else if ("data_schema".equals(fieldName)) {
                     Map dataSchema = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
@@ -200,28 +182,46 @@ static EvaluatorDefinition fromJsonKnownDiscriminator(JsonReader jsonReader) thr
     }
 
     /**
-     * Set the initParameters property: The JSON schema (Draft 2020-12) for the evaluator's input parameters. This
-     * includes parameters like type, properties, required.
+     * Set the dataSchema property: The JSON schema (Draft 2020-12) for the evaluator's input data. This includes
+     * parameters like type, properties, required.
      *
-     * @param initParameters the initParameters value to set.
+     * @param dataSchema the dataSchema value to set.
      * @return the EvaluatorDefinition object itself.
      */
     @Generated
-    public EvaluatorDefinition setInitParameters(Map initParameters) {
-        this.initParameters = initParameters;
+    public EvaluatorDefinition setDataSchema(Map dataSchema) {
+        this.dataSchema = dataSchema;
         return this;
     }
 
+    /*
+     * The JSON schema (Draft 2020-12) for the evaluator's input parameters. This includes parameters like type,
+     * properties, required.
+     */
+    @Generated
+    private Map initializationParameters;
+
     /**
-     * Set the dataSchema property: The JSON schema (Draft 2020-12) for the evaluator's input data. This includes
-     * parameters like type, properties, required.
+     * Get the initializationParameters property: The JSON schema (Draft 2020-12) for the evaluator's input parameters.
+     * This includes parameters like type, properties, required.
      *
-     * @param dataSchema the dataSchema value to set.
+     * @return the initializationParameters value.
+     */
+    @Generated
+    public Map getInitializationParameters() {
+        return this.initializationParameters;
+    }
+
+    /**
+     * Set the initializationParameters property: The JSON schema (Draft 2020-12) for the evaluator's input parameters.
+     * This includes parameters like type, properties, required.
+     *
+     * @param initializationParameters the initializationParameters value to set.
      * @return the EvaluatorDefinition object itself.
      */
     @Generated
-    public EvaluatorDefinition setDataSchema(Map dataSchema) {
-        this.dataSchema = dataSchema;
+    public EvaluatorDefinition setInitializationParameters(Map initializationParameters) {
+        this.initializationParameters = initializationParameters;
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java
index b5aa0f669756..9d268921df86 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java
@@ -78,7 +78,7 @@ public PromptBasedEvaluatorDefinition setMetrics(Map me
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeMapField("init_parameters", getInitParameters(), (writer, element) -> {
+        jsonWriter.writeMapField("init_parameters", getInitializationParameters(), (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
             } else {
@@ -110,7 +110,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static PromptBasedEvaluatorDefinition fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            Map initParameters = null;
+            Map initializationParameters = null;
             Map dataSchema = null;
             Map metrics = null;
             String promptText = null;
@@ -119,7 +119,7 @@ public static PromptBasedEvaluatorDefinition fromJson(JsonReader jsonReader) thr
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("init_parameters".equals(fieldName)) {
-                    initParameters = reader.readMap(reader1 -> reader1
+                    initializationParameters = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
                 } else if ("data_schema".equals(fieldName)) {
                     dataSchema = reader.readMap(reader1 -> reader1
@@ -136,7 +136,7 @@ public static PromptBasedEvaluatorDefinition fromJson(JsonReader jsonReader) thr
             }
             PromptBasedEvaluatorDefinition deserializedPromptBasedEvaluatorDefinition
                 = new PromptBasedEvaluatorDefinition(promptText);
-            deserializedPromptBasedEvaluatorDefinition.setInitParameters(initParameters);
+            deserializedPromptBasedEvaluatorDefinition.setInitializationParameters(initializationParameters);
             deserializedPromptBasedEvaluatorDefinition.setDataSchema(dataSchema);
             deserializedPromptBasedEvaluatorDefinition.setMetrics(metrics);
             deserializedPromptBasedEvaluatorDefinition.type = type;
@@ -149,8 +149,8 @@ public static PromptBasedEvaluatorDefinition fromJson(JsonReader jsonReader) thr
      */
     @Generated
     @Override
-    public PromptBasedEvaluatorDefinition setInitParameters(Map initParameters) {
-        super.setInitParameters(initParameters);
+    public PromptBasedEvaluatorDefinition setDataSchema(Map dataSchema) {
+        super.setDataSchema(dataSchema);
         return this;
     }
 
@@ -159,8 +159,9 @@ public PromptBasedEvaluatorDefinition setInitParameters(Map
      */
     @Generated
     @Override
-    public PromptBasedEvaluatorDefinition setDataSchema(Map dataSchema) {
-        super.setDataSchema(dataSchema);
+    public PromptBasedEvaluatorDefinition
+        setInitializationParameters(Map initializationParameters) {
+        super.setInitializationParameters(initializationParameters);
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java
index 34b69051a41f..6e5ead071867 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java
@@ -104,16 +104,6 @@ public RubricBasedEvaluatorDefinition setPassThreshold(Double passThreshold) {
         return this;
     }
 
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public RubricBasedEvaluatorDefinition setInitParameters(Map initParameters) {
-        super.setInitParameters(initParameters);
-        return this;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -141,7 +131,7 @@ public RubricBasedEvaluatorDefinition setMetrics(Map me
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeMapField("init_parameters", getInitParameters(), (writer, element) -> {
+        jsonWriter.writeMapField("init_parameters", getInitializationParameters(), (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
             } else {
@@ -174,7 +164,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static RubricBasedEvaluatorDefinition fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            Map initParameters = null;
+            Map initializationParameters = null;
             Map dataSchema = null;
             Map metrics = null;
             List dimensions = null;
@@ -184,7 +174,7 @@ public static RubricBasedEvaluatorDefinition fromJson(JsonReader jsonReader) thr
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("init_parameters".equals(fieldName)) {
-                    initParameters = reader.readMap(reader1 -> reader1
+                    initializationParameters = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
                 } else if ("data_schema".equals(fieldName)) {
                     dataSchema = reader.readMap(reader1 -> reader1
@@ -203,7 +193,7 @@ public static RubricBasedEvaluatorDefinition fromJson(JsonReader jsonReader) thr
             }
             RubricBasedEvaluatorDefinition deserializedRubricBasedEvaluatorDefinition
                 = new RubricBasedEvaluatorDefinition(dimensions);
-            deserializedRubricBasedEvaluatorDefinition.setInitParameters(initParameters);
+            deserializedRubricBasedEvaluatorDefinition.setInitializationParameters(initializationParameters);
             deserializedRubricBasedEvaluatorDefinition.setDataSchema(dataSchema);
             deserializedRubricBasedEvaluatorDefinition.setMetrics(metrics);
             deserializedRubricBasedEvaluatorDefinition.type = type;
@@ -211,4 +201,15 @@ public static RubricBasedEvaluatorDefinition fromJson(JsonReader jsonReader) thr
             return deserializedRubricBasedEvaluatorDefinition;
         });
     }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public RubricBasedEvaluatorDefinition
+        setInitializationParameters(Map initializationParameters) {
+        super.setInitializationParameters(initializationParameters);
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 596d0e8fa652..91d0c70bc63d 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"19bd208b8c50","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluatorsAsyncClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorGenerationJobs":"Azure.AI.Projects.EvaluatorGenerationJobs.list","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorVersions":"Azure.AI.Projects.Evaluators.listVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listLatestEvaluatorVersions":"Azure.AI.Projects.Evaluators.listLatestVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUpload":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUploadWithResponse":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersion":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluato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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index faf46e3738c5..5a87d4359780 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: c755db57482c5e0ac7ae4ae1c1d058cd16776fb4
+commit: f73d8a7208d8a549b571efa8aedb5d965aec5d38
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 34d3800a866b3a898c4e28fe05723b0d5048aa89 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 25 Jun 2026 01:13:30 -0700
Subject: [PATCH 18/45] regen

---
 .../azure/ai/agents/AgentsAsyncClient.java    | 837 ++++++++----------
 .../com/azure/ai/agents/AgentsClient.java     | 781 ++++++++--------
 .../azure/ai/agents/ToolboxesAsyncClient.java |  46 +-
 .../com/azure/ai/agents/ToolboxesClient.java  |  46 +-
 .../ai/agents/implementation/AgentsImpl.java  | 660 ++++++++------
 .../implementation/JsonMergePatchHelper.java  | 145 ++-
 .../agents/implementation/ToolboxesImpl.java  | 100 ++-
 .../models/CreateToolboxVersionRequest.java   |  12 +-
 .../ai/agents/models/A2APreviewTool.java      | 102 +--
 .../agents/models/A2APreviewToolboxTool.java  | 258 ++++++
 ...rce.java => A2AProtocolConfiguration.java} |  73 +-
 .../models/ActivityProtocolConfiguration.java | 146 +++
 .../AgentEndpointAuthorizationScheme.java     |   2 +
 .../AgentEndpointAuthorizationSchemeType.java |   6 +
 .../ai/agents/models/AgentEndpointConfig.java |  80 +-
 .../ai/agents/models/AzureAISearchTool.java   | 110 +--
 .../models/AzureAISearchToolboxTool.java      | 152 ++++
 .../ai/agents/models/AzureFunctionTool.java   |  44 +-
 .../models/BingCustomSearchPreviewTool.java   | 110 +--
 .../ai/agents/models/BingGroundingTool.java   | 110 +--
 ... BotServiceTenantAuthorizationScheme.java} |  54 +-
 .../models/BrowserAutomationPreviewTool.java  | 110 +--
 .../BrowserAutomationPreviewToolboxTool.java  | 153 ++++
 .../models/CaptureStructuredOutputsTool.java  | 110 +--
 .../ai/agents/models/CodeInterpreterTool.java | 101 ---
 .../models/CodeInterpreterToolboxTool.java    | 166 ++++
 .../models/EntraAuthorizationScheme.java      |  50 +-
 .../models/FabricIQPreviewToolboxTool.java    | 261 ++++++
 .../ai/agents/models/FabricIqPreviewTool.java | 106 ---
 .../ai/agents/models/FileSearchTool.java      | 106 ---
 .../agents/models/FileSearchToolboxTool.java  | 255 ++++++
 .../models/FunctionShellToolParameter.java    | 101 ---
 .../azure/ai/agents/models/ImageGenTool.java  | 101 ---
 .../InvocationsProtocolConfiguration.java     | 104 +++
 .../InvocationsWsProtocolConfiguration.java   | 104 +++
 .../ai/agents/models/IsolationKeySource.java  | 152 ----
 .../agents/models/IsolationKeySourceKind.java |  57 --
 .../models/LocalShellToolParameter.java       | 105 +--
 .../ai/agents/models/MCPToolboxTool.java      | 503 +++++++++++
 .../models/McpProtocolConfiguration.java      | 103 +++
 .../com/azure/ai/agents/models/McpTool.java   |  39 -
 .../models/MemorySearchPreviewTool.java       | 106 ---
 .../models/MicrosoftFabricPreviewTool.java    | 110 +--
 .../azure/ai/agents/models/OpenApiTool.java   |  44 +-
 .../ai/agents/models/OpenApiToolboxTool.java  | 152 ++++
 .../agents/models/ProtocolConfiguration.java  | 363 ++++++++
 .../ai/agents/models/ReminderPreviewTool.java |  39 -
 .../models/ReminderPreviewToolboxTool.java    | 121 +++
 .../ResponsesProtocolConfiguration.java       | 104 +++
 .../agents/models/SharepointPreviewTool.java  | 110 +--
 .../java/com/azure/ai/agents/models/Tool.java |  10 +-
 .../models/ToolboxSearchPreviewTool.java      | 181 ----
 .../ToolboxSearchPreviewToolboxTool.java      | 122 +++
 .../azure/ai/agents/models/ToolboxTool.java   | 229 +++++
 .../ai/agents/models/ToolboxToolType.java     | 106 +++
 .../agents/models/ToolboxVersionDetails.java  |  10 +-
 .../azure/ai/agents/models/WebSearchTool.java | 101 ---
 .../agents/models/WebSearchToolboxTool.java   | 256 ++++++
 .../models/WorkIQPreviewToolboxTool.java      | 153 ++++
 .../ai/agents/models/WorkIqPreviewTool.java   | 110 +--
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 .../ai/projects/BetaRoutinesAsyncClient.java  |   3 +
 .../azure/ai/projects/BetaRoutinesClient.java |   3 +
 .../implementation/BetaRoutinesImpl.java      |  12 +
 .../azure/ai/projects/models/RoutineRun.java  |  30 +
 .../META-INF/azure-ai-projects_metadata.json  |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 68 files changed, 5460 insertions(+), 3684 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{HeaderIsolationKeySource.java => A2AProtocolConfiguration.java} (54%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{EntraIsolationKeySource.java => BotServiceTenantAuthorizationScheme.java} (51%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index d428919c296a..d285473fa06d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -113,12 +113,24 @@ public final class AgentsAsyncClient {
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -519,12 +531,24 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -596,12 +620,24 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -717,12 +753,24 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -872,12 +920,24 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -990,12 +1050,24 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1569,12 +1641,24 @@ public PagedFlux listAgentVersions(String agentName, Intege
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1688,8 +1772,9 @@ Mono createAgentFromManifest(String agentName, String manifestId,
      * 
      * 
      * 
-     * 
+     * 
      * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
x-ms-user-identityStringNoOpaque per-user identity string used to scope
+     * endpoint-scoped data to a specific end user. The caller must have the
+     * `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.

      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

@@ -1998,8 +2083,8 @@ public Mono createAgentVersion(String agentName,
      * returned.
      * @param agentId Filter by agent ID in the format `name:version`. If provided, only items associated with the
      * specified agent ID will be returned.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
+     * @param userIdentity Opaque per-user identity string used to scope endpoint-scoped data to a specific end user.
+     * The caller must have the `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -2011,7 +2096,7 @@ public Mono createAgentVersion(String agentName,
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
     public PagedFlux listAgentConversations(Integer limit, PageOrder order, String after, String before,
-        String agentName, String agentId, String userIsolationKey) {
+        String agentName, String agentId, String userIdentity) {
         // Generated convenience method for listAgentConversations
         RequestOptions requestOptions = new RequestOptions();
         if (limit != null) {
@@ -2032,8 +2117,8 @@ public PagedFlux listAgentConversations(Integer limit, PageOrder o
         if (agentId != null) {
             requestOptions.addQueryParam("agent_id", agentId, false);
         }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        if (userIdentity != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-identity"), userIdentity);
         }
         PagedFlux pagedFluxResponse = listAgentConversations(requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
@@ -2207,12 +2292,24 @@ Mono updateAgent(String agentName, AgentDefinition definition, Map
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2317,12 +2414,24 @@ Mono> createAgentFromCodeWithResponse(String agentName, Str
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2392,12 +2501,24 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2469,12 +2590,24 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2636,14 +2769,6 @@ public Mono> downloadAgentCodeWithResponse(String agentName
      * Creates a new session for an agent endpoint.
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -2695,14 +2820,6 @@ public Mono> createSessionWithResponse(String agentName, Bi
      * Get a session
      *
      * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -2744,14 +2861,6 @@ public Mono> getSessionWithResponse(String agentName, Strin
      *
      * Deletes a session synchronously.
      * Returns 204 No Content when the session is deleted or does not exist.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      *
      * @param agentName The name of the agent.
      * @param sessionId The session identifier.
@@ -2814,14 +2923,6 @@ public Mono> stopSessionWithResponse(String agentName, String ses
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -2920,14 +3021,6 @@ public Mono> getSessionLogStreamWithResponse(String agentNa
      *
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -2972,14 +3065,6 @@ public Mono> uploadSessionFileWithResponse(String agentName
      *
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -3033,14 +3118,6 @@ public Mono> downloadSessionFileWithResponse(String agentNa
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -3083,14 +3160,6 @@ public PagedFlux listSessionFiles(String agentName, String agentSess
      * service defaults to `false` if a value is not specified by the caller.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      *
      * @param agentName The name of the agent.
      * @param agentSessionId The session ID.
@@ -3325,44 +3394,6 @@ public Mono downloadAgentCode(String agentName) {
         return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
     }
 
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param versionIndicator Determines which agent version backs the session.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
-     * endpoint. Auto-generated if omitted.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono createSession(String agentName, VersionIndicator versionIndicator,
-        String userIsolationKey, String agentSessionId) {
-        // Generated convenience method for createSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        CreateSessionRequest createSessionRequestObj
-            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
-        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
-    }
-
     /**
      * Create a session
      *
@@ -3392,38 +3423,6 @@ public Mono createSession(String agentName, VersionIndicat
             .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
     }
 
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of
-     * {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono getSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for getSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
-    }
-
     /**
      * Get a session
      *
@@ -3451,35 +3450,6 @@ public Mono getSession(String agentName, String sessionId)
             .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
     }
 
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono deleteSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for deleteSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
     /**
      * Delete a session
      *
@@ -3533,18 +3503,6 @@ public Mono stopSession(String agentName, String sessionId) {
      * Returns a paged collection of sessions associated with the specified agent endpoint.
      *
      * @param agentName The name of the agent.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3555,25 +3513,9 @@ public Mono stopSession(String agentName, String sessionId) {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessions(String agentName, String userIsolationKey, Integer limit,
-        PageOrder order, String after, String before) {
+    public PagedFlux listSessions(String agentName) {
         // Generated convenience method for listSessions
         RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
         PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux> flux = (continuationTokenParam == null)
@@ -3591,91 +3533,22 @@ public PagedFlux listSessions(String agentName, String use
     }
 
     /**
-     * List sessions for an agent
+     * Upload a session file
      *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      *
      * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessions(String agentName) {
-        // Generated convenience method for listSessions
-        RequestOptions requestOptions = new RequestOptions();
-        PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono uploadSessionFile(String agentName, String agentSessionId, String path,
-        BinaryData content, String userIsolationKey) {
-        // Generated convenience method for uploadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
+     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
@@ -3688,38 +3561,6 @@ public Mono uploadSessionFile(String agentName, String a
             .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
     }
 
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono downloadSessionFile(String agentName, String agentSessionId, String path,
-        String userIsolationKey) {
-        // Generated convenience method for downloadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions)
-            .flatMap(FluxUtil::toMono);
-    }
-
     /**
      * Download a session file
      *
@@ -3746,77 +3587,6 @@ public Mono downloadSessionFile(String agentName, String agentSessio
             .flatMap(FluxUtil::toMono);
     }
 
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
-     * not provided.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionFiles(String agentName, String agentSessionId, String path,
-        String userIsolationKey, Integer limit, PageOrder order, String after, String before) {
-        // Generated convenience method for listSessionFiles
-        RequestOptions requestOptions = new RequestOptions();
-        if (path != null) {
-            requestOptions.addQueryParam("path", path, false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
     /**
      * List session files
      *
@@ -3855,42 +3625,6 @@ public PagedFlux listSessionFiles(String agentName, Strin
         });
     }
 
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
-     * not specified by the caller.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive,
-        String userIsolationKey) {
-        // Generated convenience method for deleteSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (recursive != null) {
-            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
     /**
      * Delete a session file
      *
@@ -4036,4 +3770,191 @@ public Mono disableAgent(String agentName) {
         RequestOptions requestOptions = new RequestOptions();
         return disableAgentWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
     }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param versionIndicator Determines which agent version backs the session.
+     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
+     * endpoint. Auto-generated if omitted.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful
+     * completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono createSession(String agentName, VersionIndicator versionIndicator,
+        String agentSessionId) {
+        // Generated convenience method for createSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        CreateSessionRequest createSessionRequestObj
+            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
+        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
+        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     *
+     * @param agentName The name of the agent.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listSessions(String agentName, Integer limit, PageOrder order, String after,
+        String before) {
+        // Generated convenience method for listSessions
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        PagedFlux pagedFluxResponse = listSessions(agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
+     * not provided.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listSessionFiles(String agentName, String agentSessionId, String path,
+        Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listSessionFiles
+        RequestOptions requestOptions = new RequestOptions();
+        if (path != null) {
+            requestOptions.addQueryParam("path", path, false);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
+     * not specified by the caller.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive) {
+        // Generated convenience method for deleteSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (recursive != null) {
+            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
+        }
+        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 3861935fae9f..5ac61d84fac4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -108,12 +108,24 @@ public final class AgentsClient {
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -486,12 +498,24 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -563,12 +587,24 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -684,12 +720,24 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -839,12 +887,24 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -956,12 +1016,24 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1503,12 +1575,24 @@ public PagedIterable listAgentVersions(String agentName, In
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1621,8 +1705,9 @@ AgentDetails createAgentFromManifest(String agentName, String manifestId, Map
      * Header Parameters
      * NameTypeRequiredDescription
-     * x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
+     * x-ms-user-identityStringNoOpaque per-user identity string used to scope
+     * endpoint-scoped data to a specific end user. The caller must have the
+     * `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

@@ -1913,8 +1998,8 @@ public AgentVersionDetails createAgentVersion(String agentName, CreateAgentVersi
      * returned.
      * @param agentId Filter by agent ID in the format `name:version`. If provided, only items associated with the
      * specified agent ID will be returned.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
+     * @param userIdentity Opaque per-user identity string used to scope endpoint-scoped data to a specific end user.
+     * The caller must have the `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -1926,7 +2011,7 @@ public AgentVersionDetails createAgentVersion(String agentName, CreateAgentVersi
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
     public PagedIterable listAgentConversations(Integer limit, PageOrder order, String after,
-        String before, String agentName, String agentId, String userIsolationKey) {
+        String before, String agentName, String agentId, String userIdentity) {
         // Generated convenience method for listAgentConversations
         RequestOptions requestOptions = new RequestOptions();
         if (limit != null) {
@@ -1947,8 +2032,8 @@ public PagedIterable listAgentConversations(Integer limit, PageOrd
         if (agentId != null) {
             requestOptions.addQueryParam("agent_id", agentId, false);
         }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        if (userIdentity != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-identity"), userIdentity);
         }
         return serviceClient.listAgentConversations(requestOptions)
             .mapPage(bodyItemValue -> bodyItemValue.toObject(Conversation.class));
@@ -2100,12 +2185,24 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, Map createAgentFromCodeWithResponse(String agentName, String co
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2283,12 +2392,24 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2360,12 +2481,24 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2526,14 +2659,6 @@ public Response downloadAgentCodeWithResponse(String agentName, Requ
      * Creates a new session for an agent endpoint.
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -2585,14 +2710,6 @@ public Response createSessionWithResponse(String agentName, BinaryDa
      * Get a session
      *
      * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -2633,14 +2750,6 @@ public Response getSessionWithResponse(String agentName, String sess
      *
      * Deletes a session synchronously.
      * Returns 204 No Content when the session is deleted or does not exist.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      *
      * @param agentName The name of the agent.
      * @param sessionId The session identifier.
@@ -2701,14 +2810,6 @@ public Response stopSessionWithResponse(String agentName, String sessionId
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -2806,14 +2907,6 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      *
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -2857,14 +2950,6 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      *
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -2918,14 +3003,6 @@ public Response downloadSessionFileWithResponse(String agentName, St
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -2968,14 +3045,6 @@ public PagedIterable listSessionFiles(String agentName, String agent
      * service defaults to `false` if a value is not specified by the caller.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      *
      * @param agentName The name of the agent.
      * @param agentSessionId The session ID.
@@ -3206,43 +3275,6 @@ public BinaryData downloadAgentCode(String agentName) {
         return downloadAgentCodeWithResponse(agentName, requestOptions).getValue();
     }
 
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param versionIndicator Determines which agent version backs the session.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
-     * endpoint. Auto-generated if omitted.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator,
-        String userIsolationKey, String agentSessionId) {
-        // Generated convenience method for createSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        CreateSessionRequest createSessionRequestObj
-            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
-        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue()
-            .toObject(AgentSessionResource.class);
-    }
-
     /**
      * Create a session
      *
@@ -3271,37 +3303,6 @@ public AgentSessionResource createSession(String agentName, VersionIndicator ver
             .toObject(AgentSessionResource.class);
     }
 
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentSessionResource getSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for getSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return getSessionWithResponse(agentName, sessionId, requestOptions).getValue()
-            .toObject(AgentSessionResource.class);
-    }
-
     /**
      * Get a session
      *
@@ -3328,34 +3329,6 @@ public AgentSessionResource getSession(String agentName, String sessionId) {
             .toObject(AgentSessionResource.class);
     }
 
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for deleteSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue();
-    }
-
     /**
      * Delete a session
      *
@@ -3407,18 +3380,6 @@ public void stopSession(String agentName, String sessionId) {
      * Returns a paged collection of sessions associated with the specified agent endpoint.
      *
      * @param agentName The name of the agent.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3429,102 +3390,30 @@ public void stopSession(String agentName, String sessionId) {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessions(String agentName, String userIsolationKey, Integer limit,
-        PageOrder order, String after, String before) {
+    public PagedIterable listSessions(String agentName) {
         // Generated convenience method for listSessions
         RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
         return serviceClient.listSessions(agentName, requestOptions)
             .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
     }
 
     /**
-     * List sessions for an agent
+     * Upload a session file
      *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      *
      * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessions(String agentName) {
-        // Generated convenience method for listSessions
-        RequestOptions requestOptions = new RequestOptions();
-        return serviceClient.listSessions(agentName, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path,
-        BinaryData content, String userIsolationKey) {
-        // Generated convenience method for uploadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue()
-            .toObject(SessionFileWriteResult.class);
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox.
+     * @return response from uploading a file to a session sandbox.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
@@ -3536,37 +3425,6 @@ public SessionFileWriteResult uploadSessionFile(String agentName, String agentSe
             .toObject(SessionFileWriteResult.class);
     }
 
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path,
-        String userIsolationKey) {
-        // Generated convenience method for downloadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
-    }
-
     /**
      * Download a session file
      *
@@ -3592,65 +3450,6 @@ public BinaryData downloadSessionFile(String agentName, String agentSessionId, S
         return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
     }
 
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
-     * not provided.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessionFiles(String agentName, String agentSessionId, String path,
-        String userIsolationKey, Integer limit, PageOrder order, String after, String before) {
-        // Generated convenience method for listSessionFiles
-        RequestOptions requestOptions = new RequestOptions();
-        if (path != null) {
-            requestOptions.addQueryParam("path", path, false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
-    }
-
     /**
      * List session files
      *
@@ -3677,41 +3476,6 @@ public PagedIterable listSessionFiles(String agentName, S
             .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
     }
 
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
-     * not specified by the caller.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive,
-        String userIsolationKey) {
-        // Generated convenience method for deleteSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (recursive != null) {
-            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
-    }
-
     /**
      * Delete a session file
      *
@@ -3855,4 +3619,165 @@ public void disableAgent(String agentName) {
         RequestOptions requestOptions = new RequestOptions();
         disableAgentWithResponse(agentName, requestOptions).getValue();
     }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param versionIndicator Determines which agent version backs the session.
+     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
+     * endpoint. Auto-generated if omitted.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator,
+        String agentSessionId) {
+        // Generated convenience method for createSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        CreateSessionRequest createSessionRequestObj
+            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
+        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
+        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue()
+            .toObject(AgentSessionResource.class);
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     *
+     * @param agentName The name of the agent.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listSessions(String agentName, Integer limit, PageOrder order,
+        String after, String before) {
+        // Generated convenience method for listSessions
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listSessions(agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
+     * not provided.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listSessionFiles(String agentName, String agentSessionId, String path,
+        Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listSessionFiles
+        RequestOptions requestOptions = new RequestOptions();
+        if (path != null) {
+            requestOptions.addQueryParam("path", path, false);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
+     * not specified by the caller.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive) {
+        // Generated convenience method for deleteSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (recursive != null) {
+            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
+        }
+        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
index 7087a01348fd..283bbfe5edb6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
@@ -7,10 +7,10 @@
 import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest;
 import com.azure.ai.agents.implementation.models.UpdateToolboxRequest;
 import com.azure.ai.agents.models.PageOrder;
-import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.ai.agents.models.ToolboxPolicies;
 import com.azure.ai.agents.models.ToolboxSkill;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -67,7 +67,15 @@ public final class ToolboxesAsyncClient {
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -99,7 +107,15 @@ public final class ToolboxesAsyncClient {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -252,7 +268,15 @@ public PagedFlux listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -302,7 +326,15 @@ public PagedFlux listToolboxVersions(String name, RequestOptions req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -440,7 +472,7 @@ public Mono> deleteToolboxVersionWithResponse(String name, String
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono createToolboxVersion(String name, List tools, String description,
+    public Mono createToolboxVersion(String name, List tools, String description,
         Map metadata, List skills, ToolboxPolicies policies) {
         // Generated convenience method for createToolboxVersionWithResponse
         RequestOptions requestOptions = new RequestOptions();
@@ -472,7 +504,7 @@ public Mono createToolboxVersion(String name, List
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono createToolboxVersion(String name, List tools) {
+    public Mono createToolboxVersion(String name, List tools) {
         // Generated convenience method for createToolboxVersionWithResponse
         RequestOptions requestOptions = new RequestOptions();
         CreateToolboxVersionRequest createToolboxVersionRequestObj = new CreateToolboxVersionRequest(tools);
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
index ad297c7721f5..c399a333750d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
@@ -7,10 +7,10 @@
 import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest;
 import com.azure.ai.agents.implementation.models.UpdateToolboxRequest;
 import com.azure.ai.agents.models.PageOrder;
-import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.ai.agents.models.ToolboxPolicies;
 import com.azure.ai.agents.models.ToolboxSkill;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
@@ -61,7 +61,15 @@ public final class ToolboxesClient {
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -93,7 +101,15 @@ public final class ToolboxesClient {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -244,7 +260,15 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -294,7 +318,15 @@ public PagedIterable listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -430,7 +462,7 @@ public Response deleteToolboxVersionWithResponse(String name, String versi
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public ToolboxVersionDetails createToolboxVersion(String name, List tools, String description,
+    public ToolboxVersionDetails createToolboxVersion(String name, List tools, String description,
         Map metadata, List skills, ToolboxPolicies policies) {
         // Generated convenience method for createToolboxVersionWithResponse
         RequestOptions requestOptions = new RequestOptions();
@@ -461,7 +493,7 @@ public ToolboxVersionDetails createToolboxVersion(String name, List tools,
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public ToolboxVersionDetails createToolboxVersion(String name, List tools) {
+    public ToolboxVersionDetails createToolboxVersion(String name, List tools) {
         // Generated convenience method for createToolboxVersionWithResponse
         RequestOptions requestOptions = new RequestOptions();
         CreateToolboxVersionRequest createToolboxVersionRequestObj = new CreateToolboxVersionRequest(tools);
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
index 788d75a0801a..ae80624dca7c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
@@ -796,12 +796,24 @@ Response listAgentConversationsSync(@HostParam("endpoint") String en
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -898,12 +910,24 @@ public Mono> getAgentWithResponseAsync(String agentName, Re
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -981,12 +1005,24 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1058,12 +1094,24 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1142,12 +1190,24 @@ public Mono> createAgentWithResponseAsync(BinaryData create
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1219,12 +1279,24 @@ public Mono> createAgentWithResponseAsync(BinaryData create
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1324,12 +1396,24 @@ public Response createAgentWithResponse(BinaryData createAgentReques
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1435,12 +1519,24 @@ public Mono> createAgentFromCodeWithResponseAsync(String ag
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1563,12 +1659,24 @@ public Response createAgentFromCodeWithResponse(String agentName, St
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1689,12 +1797,24 @@ public Mono> updateAgentWithResponseAsync(String agentName,
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1796,12 +1916,24 @@ public Response updateAgentWithResponse(String agentName, BinaryData
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -1908,12 +2040,24 @@ public Mono> updateAgentFromCodeWithResponseAsync(String ag
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2033,12 +2177,24 @@ public Response updateAgentFromCodeWithResponse(String agentName, St
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2153,12 +2309,24 @@ public Mono> createAgentFromManifestWithResponseAsync(
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2273,12 +2441,24 @@ public Response createAgentFromManifestWithResponse(BinaryData creat
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2394,12 +2574,24 @@ public Mono> updateAgentFromManifestWithResponseAsync(Strin
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2604,12 +2796,24 @@ public Response internalDeleteAgentWithResponse(String agentName, Re
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2728,12 +2932,24 @@ private Mono> listAgentsSinglePageAsync(RequestOptions
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2846,12 +3062,24 @@ public PagedFlux listAgentsAsync(RequestOptions requestOptions) {
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -2968,12 +3196,24 @@ private PagedResponse listAgentsSinglePage(RequestOptions requestOpt
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -3849,12 +4089,24 @@ public PagedIterable listAgentVersions(String agentName, RequestOpti
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -3926,12 +4178,24 @@ public PagedIterable listAgentVersions(String agentName, RequestOpti
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -3998,12 +4262,24 @@ public Mono> updateAgentDetailsWithResponseAsync(String age
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -4075,12 +4351,24 @@ public Mono> updateAgentDetailsWithResponseAsync(String age
      *                 }
      *             ]
      *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
+     *         protocol_configuration (Optional): {
+     *             activity (Optional): {
+     *                 enable_m365_public_endpoint: Boolean (Optional)
+     *             }
+     *             responses (Optional): {
+     *             }
+     *             a2a (Optional): {
+     *             }
+     *             mcp (Optional): {
+     *             }
+     *             invocations (Optional): {
+     *             }
+     *             invocations_ws (Optional): {
+     *             }
+     *         }
      *         authorization_schemes (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 type: String(Entra/BotService/BotServiceRbac/BotServiceTenant) (Required)
      *             }
      *         ]
      *     }
@@ -4437,14 +4725,6 @@ public Response disableAgentWithResponse(String agentName, RequestOptions
      * Creates a new session for an agent endpoint.
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -4501,14 +4781,6 @@ public Mono> createSessionWithResponseAsync(String agentNam
      * Creates a new session for an agent endpoint.
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -4563,14 +4835,6 @@ public Response createSessionWithResponse(String agentName, BinaryDa
      * Get a session
      * 
      * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -4612,14 +4876,6 @@ public Mono> getSessionWithResponseAsync(String agentName,
      * Get a session
      * 
      * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -4661,14 +4917,6 @@ public Response getSessionWithResponse(String agentName, String sess
      * 
      * Deletes a session synchronously.
      * Returns 204 No Content when the session is deleted or does not exist.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
      * @param agentName The name of the agent.
      * @param sessionId The session identifier.
@@ -4691,14 +4939,6 @@ public Mono> deleteSessionWithResponseAsync(String agentName, Str
      * 
      * Deletes a session synchronously.
      * Returns 204 No Content when the session is deleted or does not exist.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
      * @param agentName The name of the agent.
      * @param sessionId The session identifier.
@@ -4780,14 +5020,6 @@ public Response stopSessionWithResponse(String agentName, String sessionId
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -4849,14 +5081,6 @@ private Mono> listSessionsSinglePageAsync(String agent
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -4911,14 +5135,6 @@ public PagedFlux listSessionsAsync(String agentName, RequestOptions
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -4977,14 +5193,6 @@ private PagedResponse listSessionsSinglePage(String agentName, Reque
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5144,14 +5352,6 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      * 
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -5198,14 +5398,6 @@ public Mono> uploadSessionFileWithResponseAsync(String agen
      * 
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Request Body Schema

      * 
      * 
@@ -5250,14 +5442,6 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      * 
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5289,14 +5473,6 @@ public Mono> downloadSessionFileWithResponseAsync(String ag
      * 
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5351,14 +5527,6 @@ public Response downloadSessionFileWithResponse(String agentName, St
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5420,14 +5588,6 @@ private Mono> listSessionFilesSinglePageAsync(String a
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5484,14 +5644,6 @@ public PagedFlux listSessionFilesAsync(String agentName, String agen
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5552,14 +5704,6 @@ private PagedResponse listSessionFilesSinglePage(String agentName, S
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

      * 
      * 
@@ -5601,14 +5745,6 @@ public PagedIterable listSessionFiles(String agentName, String agent
      * service defaults to `false` if a value is not specified by the caller.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
      * @param agentName The name of the agent.
      * @param agentSessionId The session ID.
@@ -5640,14 +5776,6 @@ public Mono> deleteSessionFileWithResponseAsync(String agentName,
      * service defaults to `false` if a value is not specified by the caller.
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
Header Parameters

-     * 
-     * 
-     * 
-     * 
-     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

-     * You can add these to a request with {@link RequestOptions#addHeader}
      * 
      * @param agentName The name of the agent.
      * @param agentSessionId The session ID.
@@ -5698,8 +5826,9 @@ public Response deleteSessionFileWithResponse(String agentName, String age
      * 
      * 
      * 
-     * 
+     * 
      * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
x-ms-user-identityStringNoOpaque per-user identity string used to scope
+     * endpoint-scoped data to a specific end user. The caller must have the
+     * `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.

      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

@@ -5769,8 +5898,9 @@ private Mono> listAgentConversationsSinglePageAsync(Re
      * 
      * 
      * 
-     * 
+     * 
      * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
x-ms-user-identityStringNoOpaque per-user identity string used to scope
+     * endpoint-scoped data to a specific end user. The caller must have the
+     * `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.

      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

@@ -5834,8 +5964,9 @@ public PagedFlux listAgentConversationsAsync(RequestOptions requestO
      * 
      * 
      * 
-     * 
+     * 
      * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
x-ms-user-identityStringNoOpaque per-user identity string used to scope
+     * endpoint-scoped data to a specific end user. The caller must have the
+     * `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.

      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

@@ -5903,8 +6034,9 @@ private PagedResponse listAgentConversationsSinglePage(RequestOption
      * 
      * 
      * 
-     * 
+     * 
      * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.
x-ms-user-identityStringNoOpaque per-user identity string used to scope
+     * endpoint-scoped data to a specific end user. The caller must have the
+     * `agents/endpoints/UserIdentityImpersonation/action` RBAC permission.

      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/JsonMergePatchHelper.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/JsonMergePatchHelper.java
index 3a94b150ab01..38525dbb1215 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/JsonMergePatchHelper.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/JsonMergePatchHelper.java
@@ -4,11 +4,17 @@
 
 package com.azure.ai.agents.implementation;
 
+import com.azure.ai.agents.models.A2AProtocolConfiguration;
+import com.azure.ai.agents.models.ActivityProtocolConfiguration;
 import com.azure.ai.agents.models.AgentCard;
 import com.azure.ai.agents.models.AgentCardSkill;
 import com.azure.ai.agents.models.AgentEndpointAuthorizationScheme;
 import com.azure.ai.agents.models.AgentEndpointConfig;
-import com.azure.ai.agents.models.IsolationKeySource;
+import com.azure.ai.agents.models.InvocationsProtocolConfiguration;
+import com.azure.ai.agents.models.InvocationsWsProtocolConfiguration;
+import com.azure.ai.agents.models.McpProtocolConfiguration;
+import com.azure.ai.agents.models.ProtocolConfiguration;
+import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
 import com.azure.ai.agents.models.VersionSelectionRule;
 import com.azure.ai.agents.models.VersionSelector;
@@ -69,38 +75,141 @@ public static VersionSelectionRuleAccessor getVersionSelectionRuleAccessor() {
         return versionSelectionRuleAccessor;
     }
 
-    private static AgentEndpointAuthorizationSchemeAccessor agentEndpointAuthorizationSchemeAccessor;
+    private static ProtocolConfigurationAccessor protocolConfigurationAccessor;
 
-    public interface AgentEndpointAuthorizationSchemeAccessor {
-        AgentEndpointAuthorizationScheme prepareModelForJsonMergePatch(
-            AgentEndpointAuthorizationScheme agentEndpointAuthorizationScheme, boolean jsonMergePatchEnabled);
+    public interface ProtocolConfigurationAccessor {
+        ProtocolConfiguration prepareModelForJsonMergePatch(ProtocolConfiguration protocolConfiguration,
+            boolean jsonMergePatchEnabled);
 
-        boolean isJsonMergePatch(AgentEndpointAuthorizationScheme agentEndpointAuthorizationScheme);
+        boolean isJsonMergePatch(ProtocolConfiguration protocolConfiguration);
     }
 
-    public static void setAgentEndpointAuthorizationSchemeAccessor(AgentEndpointAuthorizationSchemeAccessor accessor) {
-        agentEndpointAuthorizationSchemeAccessor = accessor;
+    public static void setProtocolConfigurationAccessor(ProtocolConfigurationAccessor accessor) {
+        protocolConfigurationAccessor = accessor;
     }
 
-    public static AgentEndpointAuthorizationSchemeAccessor getAgentEndpointAuthorizationSchemeAccessor() {
-        return agentEndpointAuthorizationSchemeAccessor;
+    public static ProtocolConfigurationAccessor getProtocolConfigurationAccessor() {
+        return protocolConfigurationAccessor;
+    }
+
+    private static ActivityProtocolConfigurationAccessor activityProtocolConfigurationAccessor;
+
+    public interface ActivityProtocolConfigurationAccessor {
+        ActivityProtocolConfiguration prepareModelForJsonMergePatch(
+            ActivityProtocolConfiguration activityProtocolConfiguration, boolean jsonMergePatchEnabled);
+
+        boolean isJsonMergePatch(ActivityProtocolConfiguration activityProtocolConfiguration);
+    }
+
+    public static void setActivityProtocolConfigurationAccessor(ActivityProtocolConfigurationAccessor accessor) {
+        activityProtocolConfigurationAccessor = accessor;
+    }
+
+    public static ActivityProtocolConfigurationAccessor getActivityProtocolConfigurationAccessor() {
+        return activityProtocolConfigurationAccessor;
+    }
+
+    private static ResponsesProtocolConfigurationAccessor responsesProtocolConfigurationAccessor;
+
+    public interface ResponsesProtocolConfigurationAccessor {
+        ResponsesProtocolConfiguration prepareModelForJsonMergePatch(
+            ResponsesProtocolConfiguration responsesProtocolConfiguration, boolean jsonMergePatchEnabled);
+
+        boolean isJsonMergePatch(ResponsesProtocolConfiguration responsesProtocolConfiguration);
+    }
+
+    public static void setResponsesProtocolConfigurationAccessor(ResponsesProtocolConfigurationAccessor accessor) {
+        responsesProtocolConfigurationAccessor = accessor;
+    }
+
+    public static ResponsesProtocolConfigurationAccessor getResponsesProtocolConfigurationAccessor() {
+        return responsesProtocolConfigurationAccessor;
+    }
+
+    private static A2AProtocolConfigurationAccessor a2AProtocolConfigurationAccessor;
+
+    public interface A2AProtocolConfigurationAccessor {
+        A2AProtocolConfiguration prepareModelForJsonMergePatch(A2AProtocolConfiguration a2AProtocolConfiguration,
+            boolean jsonMergePatchEnabled);
+
+        boolean isJsonMergePatch(A2AProtocolConfiguration a2AProtocolConfiguration);
+    }
+
+    public static void setA2AProtocolConfigurationAccessor(A2AProtocolConfigurationAccessor accessor) {
+        a2AProtocolConfigurationAccessor = accessor;
+    }
+
+    public static A2AProtocolConfigurationAccessor getA2AProtocolConfigurationAccessor() {
+        return a2AProtocolConfigurationAccessor;
     }
 
-    private static IsolationKeySourceAccessor isolationKeySourceAccessor;
+    private static McpProtocolConfigurationAccessor mcpProtocolConfigurationAccessor;
 
-    public interface IsolationKeySourceAccessor {
-        IsolationKeySource prepareModelForJsonMergePatch(IsolationKeySource isolationKeySource,
+    public interface McpProtocolConfigurationAccessor {
+        McpProtocolConfiguration prepareModelForJsonMergePatch(McpProtocolConfiguration mcpProtocolConfiguration,
             boolean jsonMergePatchEnabled);
 
-        boolean isJsonMergePatch(IsolationKeySource isolationKeySource);
+        boolean isJsonMergePatch(McpProtocolConfiguration mcpProtocolConfiguration);
+    }
+
+    public static void setMcpProtocolConfigurationAccessor(McpProtocolConfigurationAccessor accessor) {
+        mcpProtocolConfigurationAccessor = accessor;
+    }
+
+    public static McpProtocolConfigurationAccessor getMcpProtocolConfigurationAccessor() {
+        return mcpProtocolConfigurationAccessor;
+    }
+
+    private static InvocationsProtocolConfigurationAccessor invocationsProtocolConfigurationAccessor;
+
+    public interface InvocationsProtocolConfigurationAccessor {
+        InvocationsProtocolConfiguration prepareModelForJsonMergePatch(
+            InvocationsProtocolConfiguration invocationsProtocolConfiguration, boolean jsonMergePatchEnabled);
+
+        boolean isJsonMergePatch(InvocationsProtocolConfiguration invocationsProtocolConfiguration);
+    }
+
+    public static void setInvocationsProtocolConfigurationAccessor(InvocationsProtocolConfigurationAccessor accessor) {
+        invocationsProtocolConfigurationAccessor = accessor;
+    }
+
+    public static InvocationsProtocolConfigurationAccessor getInvocationsProtocolConfigurationAccessor() {
+        return invocationsProtocolConfigurationAccessor;
+    }
+
+    private static InvocationsWsProtocolConfigurationAccessor invocationsWsProtocolConfigurationAccessor;
+
+    public interface InvocationsWsProtocolConfigurationAccessor {
+        InvocationsWsProtocolConfiguration prepareModelForJsonMergePatch(
+            InvocationsWsProtocolConfiguration invocationsWsProtocolConfiguration, boolean jsonMergePatchEnabled);
+
+        boolean isJsonMergePatch(InvocationsWsProtocolConfiguration invocationsWsProtocolConfiguration);
     }
 
-    public static void setIsolationKeySourceAccessor(IsolationKeySourceAccessor accessor) {
-        isolationKeySourceAccessor = accessor;
+    public static void
+        setInvocationsWsProtocolConfigurationAccessor(InvocationsWsProtocolConfigurationAccessor accessor) {
+        invocationsWsProtocolConfigurationAccessor = accessor;
     }
 
-    public static IsolationKeySourceAccessor getIsolationKeySourceAccessor() {
-        return isolationKeySourceAccessor;
+    public static InvocationsWsProtocolConfigurationAccessor getInvocationsWsProtocolConfigurationAccessor() {
+        return invocationsWsProtocolConfigurationAccessor;
+    }
+
+    private static AgentEndpointAuthorizationSchemeAccessor agentEndpointAuthorizationSchemeAccessor;
+
+    public interface AgentEndpointAuthorizationSchemeAccessor {
+        AgentEndpointAuthorizationScheme prepareModelForJsonMergePatch(
+            AgentEndpointAuthorizationScheme agentEndpointAuthorizationScheme, boolean jsonMergePatchEnabled);
+
+        boolean isJsonMergePatch(AgentEndpointAuthorizationScheme agentEndpointAuthorizationScheme);
+    }
+
+    public static void setAgentEndpointAuthorizationSchemeAccessor(AgentEndpointAuthorizationSchemeAccessor accessor) {
+        agentEndpointAuthorizationSchemeAccessor = accessor;
+    }
+
+    public static AgentEndpointAuthorizationSchemeAccessor getAgentEndpointAuthorizationSchemeAccessor() {
+        return agentEndpointAuthorizationSchemeAccessor;
     }
 
     private static AgentCardAccessor agentCardAccessor;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
index 3964f407cb59..5b95381f5988 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
@@ -262,7 +262,15 @@ Response deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -294,7 +302,15 @@ Response deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -345,7 +361,15 @@ public Mono> createToolboxVersionWithResponseAsync(String n
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -377,7 +401,15 @@ public Mono> createToolboxVersionWithResponseAsync(String n
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -717,7 +749,15 @@ public PagedIterable listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -793,7 +833,15 @@ private Mono> listToolboxVersionsSinglePageAsync(Strin
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -862,7 +910,15 @@ public PagedFlux listToolboxVersionsAsync(String name, RequestOption
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -935,7 +991,15 @@ private PagedResponse listToolboxVersionsSinglePage(String name, Req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -984,7 +1048,15 @@ public PagedIterable listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
@@ -1037,7 +1109,15 @@ public Mono> getToolboxVersionWithResponseAsync(String name
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(code_interpreter/file_search/web_search/mcp/azure_ai_search/openapi/a2a_preview/browser_automation_preview/reminder_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview) (Required)
+     *             name: String (Optional)
+     *             description: String (Optional)
+     *             tool_configs (Optional): {
+     *                 String (Required): {
+     *                     pin: Boolean (Optional)
+     *                     additional_search_text: String (Optional)
+     *                 }
+     *             }
      *         }
      *     ]
      *     skills (Optional): [
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateToolboxVersionRequest.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateToolboxVersionRequest.java
index 10f0bcab21f7..426ab640802b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateToolboxVersionRequest.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateToolboxVersionRequest.java
@@ -3,9 +3,9 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.implementation.models;
 
-import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxPolicies;
 import com.azure.ai.agents.models.ToolboxSkill;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -38,7 +38,7 @@ public final class CreateToolboxVersionRequest implements JsonSerializable tools;
+    private final List tools;
 
     /*
      * Policy configuration for this toolbox version.
@@ -52,7 +52,7 @@ public final class CreateToolboxVersionRequest implements JsonSerializable tools) {
+    public CreateToolboxVersionRequest(List tools) {
         this.tools = tools;
     }
 
@@ -106,7 +106,7 @@ public CreateToolboxVersionRequest setMetadata(Map metadata) {
      * @return the tools value.
      */
     @Generated
-    public List getTools() {
+    public List getTools() {
         return this.tools;
     }
 
@@ -159,7 +159,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static CreateToolboxVersionRequest fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            List tools = null;
+            List tools = null;
             String description = null;
             Map metadata = null;
             List skills = null;
@@ -168,7 +168,7 @@ public static CreateToolboxVersionRequest fromJson(JsonReader jsonReader) throws
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("tools".equals(fieldName)) {
-                    tools = reader.readArray(reader1 -> Tool.fromJson(reader1));
+                    tools = reader.readArray(reader1 -> ToolboxTool.fromJson(reader1));
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
                 } else if ("metadata".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewTool.java
index 3b1e254c3641..5799d2ef62c2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewTool.java
@@ -9,7 +9,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * An agent implementing the A2A protocol.
@@ -139,12 +138,10 @@ public A2APreviewTool setProjectConnectionId(String projectConnectionId) {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("base_url", this.baseUrl);
         jsonWriter.writeStringField("agent_card_path", this.agentCardPath);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        jsonWriter.writeBooleanField("send_credentials_for_agent_card", this.sendCredentialsForAgentCard);
         return jsonWriter.writeEndObject();
     }
 
@@ -165,19 +162,14 @@ public static A2APreviewTool fromJson(JsonReader jsonReader) throws IOException
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
                     deserializedA2APreviewTool.type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedA2APreviewTool.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedA2APreviewTool.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedA2APreviewTool.toolConfigs = toolConfigs;
                 } else if ("base_url".equals(fieldName)) {
                     deserializedA2APreviewTool.baseUrl = reader.getString();
                 } else if ("agent_card_path".equals(fieldName)) {
                     deserializedA2APreviewTool.agentCardPath = reader.getString();
                 } else if ("project_connection_id".equals(fieldName)) {
                     deserializedA2APreviewTool.projectConnectionId = reader.getString();
+                } else if ("send_credentials_for_agent_card".equals(fieldName)) {
+                    deserializedA2APreviewTool.sendCredentialsForAgentCard = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -187,92 +179,36 @@ public static A2APreviewTool fromJson(JsonReader jsonReader) throws IOException
     }
 
     /*
-     * Optional user-defined name for this tool or configuration.
+     * When `true`, Foundry sends its credentials when fetching the remote
+     * agent's Agent Card. The service defaults to `false` if a value is not
+     * specified by the caller (anonymous fetch).
      */
     @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the A2APreviewTool object itself.
-     */
-    @Generated
-    public A2APreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the A2APreviewTool object itself.
-     */
-    @Generated
-    public A2APreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
+    private Boolean sendCredentialsForAgentCard;
 
     /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
+     * Get the sendCredentialsForAgentCard property: When `true`, Foundry sends its credentials when fetching the remote
+     * agent's Agent Card. The service defaults to `false` if a value is not
+     * specified by the caller (anonymous fetch).
      *
-     * @return the toolConfigs value.
+     * @return the sendCredentialsForAgentCard value.
      */
     @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
+    public Boolean isSendCredentialsForAgentCard() {
+        return this.sendCredentialsForAgentCard;
     }
 
     /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
+     * Set the sendCredentialsForAgentCard property: When `true`, Foundry sends its credentials when fetching the remote
+     * agent's Agent Card. The service defaults to `false` if a value is not
+     * specified by the caller (anonymous fetch).
      *
-     * @param toolConfigs the toolConfigs value to set.
+     * @param sendCredentialsForAgentCard the sendCredentialsForAgentCard value to set.
      * @return the A2APreviewTool object itself.
      */
     @Generated
-    public A2APreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+    public A2APreviewTool setSendCredentialsForAgentCard(Boolean sendCredentialsForAgentCard) {
+        this.sendCredentialsForAgentCard = sendCredentialsForAgentCard;
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java
new file mode 100644
index 000000000000..1fab195e73d9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java
@@ -0,0 +1,258 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * An A2A tool stored in a toolbox.
+ */
+@Fluent
+public final class A2APreviewToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.A2A_PREVIEW;
+
+    /*
+     * Base URL of the agent.
+     */
+    @Generated
+    private String baseUrl;
+
+    /*
+     * The path to the agent card relative to the `base_url`.
+     * If not provided, defaults to `/.well-known/agent-card.json`
+     */
+    @Generated
+    private String agentCardPath;
+
+    /*
+     * The connection ID in the project for the A2A server.
+     * The connection stores authentication and other connection details needed to connect to the A2A server.
+     */
+    @Generated
+    private String projectConnectionId;
+
+    /*
+     * When `true`, Foundry sends its credentials when fetching the remote
+     * agent's Agent Card. The service defaults to `false` if a value is not
+     * specified by the caller (anonymous fetch).
+     */
+    @Generated
+    private Boolean sendCredentialsForAgentCard;
+
+    /**
+     * Creates an instance of A2APreviewToolboxTool class.
+     */
+    @Generated
+    public A2APreviewToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the baseUrl property: Base URL of the agent.
+     * 
+     * @return the baseUrl value.
+     */
+    @Generated
+    public String getBaseUrl() {
+        return this.baseUrl;
+    }
+
+    /**
+     * Set the baseUrl property: Base URL of the agent.
+     * 
+     * @param baseUrl the baseUrl value to set.
+     * @return the A2APreviewToolboxTool object itself.
+     */
+    @Generated
+    public A2APreviewToolboxTool setBaseUrl(String baseUrl) {
+        this.baseUrl = baseUrl;
+        return this;
+    }
+
+    /**
+     * Get the agentCardPath property: The path to the agent card relative to the `base_url`.
+     * If not provided, defaults to `/.well-known/agent-card.json`.
+     * 
+     * @return the agentCardPath value.
+     */
+    @Generated
+    public String getAgentCardPath() {
+        return this.agentCardPath;
+    }
+
+    /**
+     * Set the agentCardPath property: The path to the agent card relative to the `base_url`.
+     * If not provided, defaults to `/.well-known/agent-card.json`.
+     * 
+     * @param agentCardPath the agentCardPath value to set.
+     * @return the A2APreviewToolboxTool object itself.
+     */
+    @Generated
+    public A2APreviewToolboxTool setAgentCardPath(String agentCardPath) {
+        this.agentCardPath = agentCardPath;
+        return this;
+    }
+
+    /**
+     * Get the projectConnectionId property: The connection ID in the project for the A2A server.
+     * The connection stores authentication and other connection details needed to connect to the A2A server.
+     * 
+     * @return the projectConnectionId value.
+     */
+    @Generated
+    public String getProjectConnectionId() {
+        return this.projectConnectionId;
+    }
+
+    /**
+     * Set the projectConnectionId property: The connection ID in the project for the A2A server.
+     * The connection stores authentication and other connection details needed to connect to the A2A server.
+     * 
+     * @param projectConnectionId the projectConnectionId value to set.
+     * @return the A2APreviewToolboxTool object itself.
+     */
+    @Generated
+    public A2APreviewToolboxTool setProjectConnectionId(String projectConnectionId) {
+        this.projectConnectionId = projectConnectionId;
+        return this;
+    }
+
+    /**
+     * Get the sendCredentialsForAgentCard property: When `true`, Foundry sends its credentials when fetching the remote
+     * agent's Agent Card. The service defaults to `false` if a value is not
+     * specified by the caller (anonymous fetch).
+     * 
+     * @return the sendCredentialsForAgentCard value.
+     */
+    @Generated
+    public Boolean isSendCredentialsForAgentCard() {
+        return this.sendCredentialsForAgentCard;
+    }
+
+    /**
+     * Set the sendCredentialsForAgentCard property: When `true`, Foundry sends its credentials when fetching the remote
+     * agent's Agent Card. The service defaults to `false` if a value is not
+     * specified by the caller (anonymous fetch).
+     * 
+     * @param sendCredentialsForAgentCard the sendCredentialsForAgentCard value to set.
+     * @return the A2APreviewToolboxTool object itself.
+     */
+    @Generated
+    public A2APreviewToolboxTool setSendCredentialsForAgentCard(Boolean sendCredentialsForAgentCard) {
+        this.sendCredentialsForAgentCard = sendCredentialsForAgentCard;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public A2APreviewToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public A2APreviewToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public A2APreviewToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("base_url", this.baseUrl);
+        jsonWriter.writeStringField("agent_card_path", this.agentCardPath);
+        jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        jsonWriter.writeBooleanField("send_credentials_for_agent_card", this.sendCredentialsForAgentCard);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of A2APreviewToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of A2APreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the A2APreviewToolboxTool.
+     */
+    @Generated
+    public static A2APreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            A2APreviewToolboxTool deserializedA2APreviewToolboxTool = new A2APreviewToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.setName(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedA2APreviewToolboxTool.setToolConfigs(toolConfigs);
+                } else if ("type".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else if ("base_url".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.baseUrl = reader.getString();
+                } else if ("agent_card_path".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.agentCardPath = reader.getString();
+                } else if ("project_connection_id".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.projectConnectionId = reader.getString();
+                } else if ("send_credentials_for_agent_card".equals(fieldName)) {
+                    deserializedA2APreviewToolboxTool.sendCredentialsForAgentCard
+                        = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedA2APreviewToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java
similarity index 54%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java
index 71ad0305bce6..1712e6cb0bb5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java
@@ -1,12 +1,14 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
+
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
@@ -14,39 +16,46 @@
 import java.util.Set;
 
 /**
- * The HeaderIsolationKeySource model.
+ * Configuration specific to the A2A protocol.
  */
 @Immutable
-public final class HeaderIsolationKeySource extends IsolationKeySource {
-
-    /*
-     * The kind property.
-     */
-    @Generated
-    private IsolationKeySourceKind kind = IsolationKeySourceKind.HEADER;
-
+public final class A2AProtocolConfiguration implements JsonSerializable {
     /**
      * Stores updated model property, the value is property name, not serialized name.
      */
     @Generated
     private final Set updatedProperties = new HashSet<>();
 
-    /**
-     * Creates an instance of HeaderIsolationKeySource class.
-     */
     @Generated
-    public HeaderIsolationKeySource() {
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper
+            .setA2AProtocolConfigurationAccessor(new JsonMergePatchHelper.A2AProtocolConfigurationAccessor() {
+                @Override
+                public A2AProtocolConfiguration prepareModelForJsonMergePatch(A2AProtocolConfiguration model,
+                    boolean jsonMergePatchEnabled) {
+                    model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                    return model;
+                }
+
+                @Override
+                public boolean isJsonMergePatch(A2AProtocolConfiguration model) {
+                    return model.jsonMergePatch;
+                }
+            });
     }
 
     /**
-     * Get the kind property: The kind property.
-     *
-     * @return the kind value.
+     * Creates an instance of A2AProtocolConfiguration class.
      */
     @Generated
-    @Override
-    public IsolationKeySourceKind getKind() {
-        return this.kind;
+    public A2AProtocolConfiguration() {
     }
 
     /**
@@ -55,11 +64,10 @@ public IsolationKeySourceKind getKind() {
     @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        if (JsonMergePatchHelper.getIsolationKeySourceAccessor().isJsonMergePatch(this)) {
+        if (jsonMergePatch) {
             return toJsonMergePatch(jsonWriter);
         } else {
             jsonWriter.writeStartObject();
-            jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
             return jsonWriter.writeEndObject();
         }
     }
@@ -67,32 +75,29 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("kind", this.kind.toString());
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of HeaderIsolationKeySource from the JsonReader.
-     *
+     * Reads an instance of A2AProtocolConfiguration from the JsonReader.
+     * 
      * @param jsonReader The JsonReader being read.
-     * @return An instance of HeaderIsolationKeySource if the JsonReader was pointing to an instance of it, or null if
+     * @return An instance of A2AProtocolConfiguration if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the HeaderIsolationKeySource.
+     * @throws IOException If an error occurs while reading the A2AProtocolConfiguration.
      */
     @Generated
-    public static HeaderIsolationKeySource fromJson(JsonReader jsonReader) throws IOException {
+    public static A2AProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            HeaderIsolationKeySource deserializedHeaderIsolationKeySource = new HeaderIsolationKeySource();
+            A2AProtocolConfiguration deserializedA2AProtocolConfiguration = new A2AProtocolConfiguration();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("kind".equals(fieldName)) {
-                    deserializedHeaderIsolationKeySource.kind = IsolationKeySourceKind.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
+
+                reader.skipChildren();
             }
-            return deserializedHeaderIsolationKeySource;
+
+            return deserializedA2AProtocolConfiguration;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java
new file mode 100644
index 000000000000..d6f94b09e8d6
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java
@@ -0,0 +1,146 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.Set;
+
+/**
+ * Configuration specific to the activity protocol.
+ */
+@Fluent
+public final class ActivityProtocolConfiguration implements JsonSerializable {
+    /*
+     * Whether to enable the M365 public endpoint for the activity protocol.
+     */
+    @Generated
+    private Boolean enableM365PublicEndpoint;
+
+    /**
+     * Stores updated model property, the value is property name, not serialized name.
+     */
+    @Generated
+    private final Set updatedProperties = new HashSet<>();
+
+    @Generated
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper
+            .setActivityProtocolConfigurationAccessor(new JsonMergePatchHelper.ActivityProtocolConfigurationAccessor() {
+                @Override
+                public ActivityProtocolConfiguration prepareModelForJsonMergePatch(ActivityProtocolConfiguration model,
+                    boolean jsonMergePatchEnabled) {
+                    model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                    return model;
+                }
+
+                @Override
+                public boolean isJsonMergePatch(ActivityProtocolConfiguration model) {
+                    return model.jsonMergePatch;
+                }
+            });
+    }
+
+    /**
+     * Creates an instance of ActivityProtocolConfiguration class.
+     */
+    @Generated
+    public ActivityProtocolConfiguration() {
+    }
+
+    /**
+     * Get the enableM365PublicEndpoint property: Whether to enable the M365 public endpoint for the activity protocol.
+     * 
+     * @return the enableM365PublicEndpoint value.
+     */
+    @Generated
+    public Boolean isEnableM365PublicEndpoint() {
+        return this.enableM365PublicEndpoint;
+    }
+
+    /**
+     * Set the enableM365PublicEndpoint property: Whether to enable the M365 public endpoint for the activity protocol.
+     * 
+     * @param enableM365PublicEndpoint the enableM365PublicEndpoint value to set.
+     * @return the ActivityProtocolConfiguration object itself.
+     */
+    @Generated
+    public ActivityProtocolConfiguration setEnableM365PublicEndpoint(Boolean enableM365PublicEndpoint) {
+        this.enableM365PublicEndpoint = enableM365PublicEndpoint;
+        this.updatedProperties.add("enableM365PublicEndpoint");
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (jsonMergePatch) {
+            return toJsonMergePatch(jsonWriter);
+        } else {
+            jsonWriter.writeStartObject();
+            jsonWriter.writeBooleanField("enable_m365_public_endpoint", this.enableM365PublicEndpoint);
+            return jsonWriter.writeEndObject();
+        }
+    }
+
+    @Generated
+    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        if (updatedProperties.contains("enableM365PublicEndpoint")) {
+            if (this.enableM365PublicEndpoint == null) {
+                jsonWriter.writeNullField("enable_m365_public_endpoint");
+            } else {
+                jsonWriter.writeBooleanField("enable_m365_public_endpoint", this.enableM365PublicEndpoint);
+            }
+        }
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ActivityProtocolConfiguration from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ActivityProtocolConfiguration if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ActivityProtocolConfiguration.
+     */
+    @Generated
+    public static ActivityProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ActivityProtocolConfiguration deserializedActivityProtocolConfiguration
+                = new ActivityProtocolConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("enable_m365_public_endpoint".equals(fieldName)) {
+                    deserializedActivityProtocolConfiguration.enableM365PublicEndpoint
+                        = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedActivityProtocolConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
index 296bf41be467..5e9e260909ba 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
@@ -130,6 +130,8 @@ public static AgentEndpointAuthorizationScheme fromJson(JsonReader jsonReader) t
                     return BotServiceAuthorizationScheme.fromJson(readerToUse.reset());
                 } else if ("BotServiceRbac".equals(discriminatorValue)) {
                     return BotServiceRbacAuthorizationScheme.fromJson(readerToUse.reset());
+                } else if ("BotServiceTenant".equals(discriminatorValue)) {
+                    return BotServiceTenantAuthorizationScheme.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
index 4d5545a07858..332724cb42e4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
@@ -61,4 +61,10 @@ public static AgentEndpointAuthorizationSchemeType fromString(String name) {
     public static Collection values() {
         return values(AgentEndpointAuthorizationSchemeType.class);
     }
+
+    /**
+     * Static value BotServiceTenant for AgentEndpointAuthorizationSchemeType.
+     */
+    @Generated
+    public static final AgentEndpointAuthorizationSchemeType BOT_SERVICE_TENANT = fromString("BotServiceTenant");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
index e7e1c06e2947..8546055e82cc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
@@ -27,12 +27,6 @@ public final class AgentEndpointConfig implements JsonSerializable protocols;
-
     /*
      * The authorization schemes supported by the agent endpoint
      */
@@ -102,29 +96,6 @@ public AgentEndpointConfig setVersionSelector(VersionSelector versionSelector) {
         return this;
     }
 
-    /**
-     * Get the protocols property: The protocols that the agent supports.
-     *
-     * @return the protocols value.
-     */
-    @Generated
-    public List getProtocols() {
-        return this.protocols;
-    }
-
-    /**
-     * Set the protocols property: The protocols that the agent supports.
-     *
-     * @param protocols the protocols value to set.
-     * @return the AgentEndpointConfig object itself.
-     */
-    @Generated
-    public AgentEndpointConfig setProtocols(List protocols) {
-        this.protocols = protocols;
-        this.updatedProperties.add("protocols");
-        return this;
-    }
-
     /**
      * Get the authorizationSchemes property: The authorization schemes supported by the agent endpoint.
      *
@@ -159,8 +130,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         } else {
             jsonWriter.writeStartObject();
             jsonWriter.writeJsonField("version_selector", this.versionSelector);
-            jsonWriter.writeArrayField("protocols", this.protocols,
-                (writer, element) -> writer.writeString(element == null ? null : element.toString()));
+            jsonWriter.writeJsonField("protocol_configuration", this.protocolConfiguration);
             jsonWriter.writeArrayField("authorization_schemes", this.authorizationSchemes,
                 (writer, element) -> writer.writeJson(element));
             return jsonWriter.writeEndObject();
@@ -181,12 +151,15 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
                     .prepareModelForJsonMergePatch(this.versionSelector, false);
             }
         }
-        if (updatedProperties.contains("protocols")) {
-            if (this.protocols == null) {
-                jsonWriter.writeNullField("protocols");
+        if (updatedProperties.contains("protocolConfiguration")) {
+            if (this.protocolConfiguration == null) {
+                jsonWriter.writeNullField("protocol_configuration");
             } else {
-                jsonWriter.writeArrayField("protocols", this.protocols,
-                    (writer, element) -> writer.writeString(element.toString()));
+                JsonMergePatchHelper.getProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.protocolConfiguration, true);
+                jsonWriter.writeJsonField("protocol_configuration", this.protocolConfiguration);
+                JsonMergePatchHelper.getProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.protocolConfiguration, false);
             }
         }
         if (updatedProperties.contains("authorizationSchemes")) {
@@ -217,10 +190,8 @@ public static AgentEndpointConfig fromJson(JsonReader jsonReader) throws IOExcep
                 reader.nextToken();
                 if ("version_selector".equals(fieldName)) {
                     deserializedAgentEndpointConfig.versionSelector = VersionSelector.fromJson(reader);
-                } else if ("protocols".equals(fieldName)) {
-                    List protocols
-                        = reader.readArray(reader1 -> AgentEndpointProtocol.fromString(reader1.getString()));
-                    deserializedAgentEndpointConfig.protocols = protocols;
+                } else if ("protocol_configuration".equals(fieldName)) {
+                    deserializedAgentEndpointConfig.protocolConfiguration = ProtocolConfiguration.fromJson(reader);
                 } else if ("authorization_schemes".equals(fieldName)) {
                     List authorizationSchemes
                         = reader.readArray(reader1 -> AgentEndpointAuthorizationScheme.fromJson(reader1));
@@ -232,4 +203,33 @@ public static AgentEndpointConfig fromJson(JsonReader jsonReader) throws IOExcep
             return deserializedAgentEndpointConfig;
         });
     }
+
+    /*
+     * Per-protocol configuration for the agent endpoint.
+     */
+    @Generated
+    private ProtocolConfiguration protocolConfiguration;
+
+    /**
+     * Get the protocolConfiguration property: Per-protocol configuration for the agent endpoint.
+     *
+     * @return the protocolConfiguration value.
+     */
+    @Generated
+    public ProtocolConfiguration getProtocolConfiguration() {
+        return this.protocolConfiguration;
+    }
+
+    /**
+     * Set the protocolConfiguration property: Per-protocol configuration for the agent endpoint.
+     *
+     * @param protocolConfiguration the protocolConfiguration value to set.
+     * @return the AgentEndpointConfig object itself.
+     */
+    @Generated
+    public AgentEndpointConfig setProtocolConfiguration(ProtocolConfiguration protocolConfiguration) {
+        this.protocolConfiguration = protocolConfiguration;
+        this.updatedProperties.add("protocolConfiguration");
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java
index a08b058e32a0..19435e12d288 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for an Azure AI search tool as used to configure an agent.
  */
-@Fluent
+@Immutable
 public final class AzureAISearchTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("azure_ai_search", this.azureAISearch);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static AzureAISearchTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             AzureAISearchToolResource azureAISearch = null;
             ToolType type = ToolType.AZURE_AI_SEARCH;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,112 +92,13 @@ public static AzureAISearchTool fromJson(JsonReader jsonReader) throws IOExcepti
                     azureAISearch = AzureAISearchToolResource.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             AzureAISearchTool deserializedAzureAISearchTool = new AzureAISearchTool(azureAISearch);
             deserializedAzureAISearchTool.type = type;
-            deserializedAzureAISearchTool.name = name;
-            deserializedAzureAISearchTool.description = description;
-            deserializedAzureAISearchTool.toolConfigs = toolConfigs;
             return deserializedAzureAISearchTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the AzureAISearchTool object itself.
-     */
-    @Generated
-    public AzureAISearchTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the AzureAISearchTool object itself.
-     */
-    @Generated
-    public AzureAISearchTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the AzureAISearchTool object itself.
-     */
-    @Generated
-    public AzureAISearchTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
new file mode 100644
index 000000000000..ab5ddff63f0b
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
@@ -0,0 +1,152 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * An Azure AI Search tool stored in a toolbox.
+ */
+@Fluent
+public final class AzureAISearchToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.AZURE_AI_SEARCH;
+
+    /*
+     * The azure ai search index resource.
+     */
+    @Generated
+    private final AzureAISearchToolResource azureAISearch;
+
+    /**
+     * Creates an instance of AzureAISearchToolboxTool class.
+     * 
+     * @param azureAISearch the azureAISearch value to set.
+     */
+    @Generated
+    public AzureAISearchToolboxTool(AzureAISearchToolResource azureAISearch) {
+        this.azureAISearch = azureAISearch;
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the azureAISearch property: The azure ai search index resource.
+     * 
+     * @return the azureAISearch value.
+     */
+    @Generated
+    public AzureAISearchToolResource getAzureAISearch() {
+        return this.azureAISearch;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public AzureAISearchToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public AzureAISearchToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public AzureAISearchToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("azure_ai_search", this.azureAISearch);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of AzureAISearchToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of AzureAISearchToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the AzureAISearchToolboxTool.
+     */
+    @Generated
+    public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
+            AzureAISearchToolResource azureAISearch = null;
+            ToolboxToolType type = ToolboxToolType.AZURE_AI_SEARCH;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                } else if ("azure_ai_search".equals(fieldName)) {
+                    azureAISearch = AzureAISearchToolResource.fromJson(reader);
+                } else if ("type".equals(fieldName)) {
+                    type = ToolboxToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            AzureAISearchToolboxTool deserializedAzureAISearchToolboxTool = new AzureAISearchToolboxTool(azureAISearch);
+            deserializedAzureAISearchToolboxTool.setName(name);
+            deserializedAzureAISearchToolboxTool.setDescription(description);
+            deserializedAzureAISearchToolboxTool.setToolConfigs(toolConfigs);
+            deserializedAzureAISearchToolboxTool.type = type;
+
+            return deserializedAzureAISearchToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java
index 3998a25db323..30b2d0f8b489 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for an Azure Function Tool, as used to configure an Agent.
  */
-@Fluent
+@Immutable
 public final class AzureFunctionTool extends Tool {
 
     /*
@@ -69,7 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("azure_function", this.azureFunction);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -87,7 +85,6 @@ public static AzureFunctionTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             AzureFunctionDefinition azureFunction = null;
             ToolType type = ToolType.AZURE_FUNCTION;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -95,50 +92,13 @@ public static AzureFunctionTool fromJson(JsonReader jsonReader) throws IOExcepti
                     azureFunction = AzureFunctionDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             AzureFunctionTool deserializedAzureFunctionTool = new AzureFunctionTool(azureFunction);
             deserializedAzureFunctionTool.type = type;
-            deserializedAzureFunctionTool.toolConfigs = toolConfigs;
             return deserializedAzureFunctionTool;
         });
     }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the AzureFunctionTool object itself.
-     */
-    @Generated
-    public AzureFunctionTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingCustomSearchPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingCustomSearchPreviewTool.java
index 2f2435ec7db4..624f62aa3864 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingCustomSearchPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingCustomSearchPreviewTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for a Bing custom search tool as used to configure an agent.
  */
-@Fluent
+@Immutable
 public final class BingCustomSearchPreviewTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("bing_custom_search_preview", this.bingCustomSearchPreview);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static BingCustomSearchPreviewTool fromJson(JsonReader jsonReader) throws
         return jsonReader.readObject(reader -> {
             BingCustomSearchToolParameters bingCustomSearchPreview = null;
             ToolType type = ToolType.BING_CUSTOM_SEARCH_PREVIEW;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,12 +92,6 @@ public static BingCustomSearchPreviewTool fromJson(JsonReader jsonReader) throws
                     bingCustomSearchPreview = BingCustomSearchToolParameters.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -112,100 +99,7 @@ public static BingCustomSearchPreviewTool fromJson(JsonReader jsonReader) throws
             BingCustomSearchPreviewTool deserializedBingCustomSearchPreviewTool
                 = new BingCustomSearchPreviewTool(bingCustomSearchPreview);
             deserializedBingCustomSearchPreviewTool.type = type;
-            deserializedBingCustomSearchPreviewTool.name = name;
-            deserializedBingCustomSearchPreviewTool.description = description;
-            deserializedBingCustomSearchPreviewTool.toolConfigs = toolConfigs;
             return deserializedBingCustomSearchPreviewTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the BingCustomSearchPreviewTool object itself.
-     */
-    @Generated
-    public BingCustomSearchPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the BingCustomSearchPreviewTool object itself.
-     */
-    @Generated
-    public BingCustomSearchPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the BingCustomSearchPreviewTool object itself.
-     */
-    @Generated
-    public BingCustomSearchPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java
index ebbe663799ee..aa18a2a874c4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for a bing grounding search tool as used to configure an agent.
  */
-@Fluent
+@Immutable
 public final class BingGroundingTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("bing_grounding", this.bingGrounding);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static BingGroundingTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             BingGroundingSearchToolParameters bingGrounding = null;
             ToolType type = ToolType.BING_GROUNDING;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,112 +92,13 @@ public static BingGroundingTool fromJson(JsonReader jsonReader) throws IOExcepti
                     bingGrounding = BingGroundingSearchToolParameters.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             BingGroundingTool deserializedBingGroundingTool = new BingGroundingTool(bingGrounding);
             deserializedBingGroundingTool.type = type;
-            deserializedBingGroundingTool.name = name;
-            deserializedBingGroundingTool.description = description;
-            deserializedBingGroundingTool.toolConfigs = toolConfigs;
             return deserializedBingGroundingTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the BingGroundingTool object itself.
-     */
-    @Generated
-    public BingGroundingTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the BingGroundingTool object itself.
-     */
-    @Generated
-    public BingGroundingTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the BingGroundingTool object itself.
-     */
-    @Generated
-    public BingGroundingTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java
similarity index 51%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java
index b9a58d6487b4..dfa0c935207b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java
@@ -1,6 +1,7 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
+
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -14,16 +15,15 @@
 import java.util.Set;
 
 /**
- * The EntraIsolationKeySource model.
+ * The BotServiceTenantAuthorizationScheme model.
  */
 @Immutable
-public final class EntraIsolationKeySource extends IsolationKeySource {
-
+public final class BotServiceTenantAuthorizationScheme extends AgentEndpointAuthorizationScheme {
     /*
-     * The kind property.
+     * The type property.
      */
     @Generated
-    private IsolationKeySourceKind kind = IsolationKeySourceKind.ENTRA;
+    private AgentEndpointAuthorizationSchemeType type = AgentEndpointAuthorizationSchemeType.BOT_SERVICE_TENANT;
 
     /**
      * Stores updated model property, the value is property name, not serialized name.
@@ -32,21 +32,21 @@ public final class EntraIsolationKeySource extends IsolationKeySource {
     private final Set updatedProperties = new HashSet<>();
 
     /**
-     * Creates an instance of EntraIsolationKeySource class.
+     * Creates an instance of BotServiceTenantAuthorizationScheme class.
      */
     @Generated
-    public EntraIsolationKeySource() {
+    public BotServiceTenantAuthorizationScheme() {
     }
 
     /**
-     * Get the kind property: The kind property.
-     *
-     * @return the kind value.
+     * Get the type property: The type property.
+     * 
+     * @return the type value.
      */
     @Generated
     @Override
-    public IsolationKeySourceKind getKind() {
-        return this.kind;
+    public AgentEndpointAuthorizationSchemeType getType() {
+        return this.type;
     }
 
     /**
@@ -55,11 +55,11 @@ public IsolationKeySourceKind getKind() {
     @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        if (JsonMergePatchHelper.getIsolationKeySourceAccessor().isJsonMergePatch(this)) {
+        if (JsonMergePatchHelper.getAgentEndpointAuthorizationSchemeAccessor().isJsonMergePatch(this)) {
             return toJsonMergePatch(jsonWriter);
         } else {
             jsonWriter.writeStartObject();
-            jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+            jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
             return jsonWriter.writeEndObject();
         }
     }
@@ -67,32 +67,36 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("kind", this.kind.toString());
+        jsonWriter.writeStringField("type", this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of EntraIsolationKeySource from the JsonReader.
-     *
+     * Reads an instance of BotServiceTenantAuthorizationScheme from the JsonReader.
+     * 
      * @param jsonReader The JsonReader being read.
-     * @return An instance of EntraIsolationKeySource if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the EntraIsolationKeySource.
+     * @return An instance of BotServiceTenantAuthorizationScheme if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the BotServiceTenantAuthorizationScheme.
      */
     @Generated
-    public static EntraIsolationKeySource fromJson(JsonReader jsonReader) throws IOException {
+    public static BotServiceTenantAuthorizationScheme fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            EntraIsolationKeySource deserializedEntraIsolationKeySource = new EntraIsolationKeySource();
+            BotServiceTenantAuthorizationScheme deserializedBotServiceTenantAuthorizationScheme
+                = new BotServiceTenantAuthorizationScheme();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("kind".equals(fieldName)) {
-                    deserializedEntraIsolationKeySource.kind = IsolationKeySourceKind.fromString(reader.getString());
+
+                if ("type".equals(fieldName)) {
+                    deserializedBotServiceTenantAuthorizationScheme.type
+                        = AgentEndpointAuthorizationSchemeType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            return deserializedEntraIsolationKeySource;
+
+            return deserializedBotServiceTenantAuthorizationScheme;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java
index 16fd6d813c1b..5e5867c33e7b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for a Browser Automation Tool, as used to configure an Agent.
  */
-@Fluent
+@Immutable
 public final class BrowserAutomationPreviewTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("browser_automation_preview", this.browserAutomationPreview);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static BrowserAutomationPreviewTool fromJson(JsonReader jsonReader) throw
         return jsonReader.readObject(reader -> {
             BrowserAutomationToolParameters browserAutomationPreview = null;
             ToolType type = ToolType.BROWSER_AUTOMATION_PREVIEW;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,12 +92,6 @@ public static BrowserAutomationPreviewTool fromJson(JsonReader jsonReader) throw
                     browserAutomationPreview = BrowserAutomationToolParameters.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -112,100 +99,7 @@ public static BrowserAutomationPreviewTool fromJson(JsonReader jsonReader) throw
             BrowserAutomationPreviewTool deserializedBrowserAutomationPreviewTool
                 = new BrowserAutomationPreviewTool(browserAutomationPreview);
             deserializedBrowserAutomationPreviewTool.type = type;
-            deserializedBrowserAutomationPreviewTool.name = name;
-            deserializedBrowserAutomationPreviewTool.description = description;
-            deserializedBrowserAutomationPreviewTool.toolConfigs = toolConfigs;
             return deserializedBrowserAutomationPreviewTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the BrowserAutomationPreviewTool object itself.
-     */
-    @Generated
-    public BrowserAutomationPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the BrowserAutomationPreviewTool object itself.
-     */
-    @Generated
-    public BrowserAutomationPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the BrowserAutomationPreviewTool object itself.
-     */
-    @Generated
-    public BrowserAutomationPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
new file mode 100644
index 000000000000..a6f52a8ff982
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
@@ -0,0 +1,153 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A browser automation tool stored in a toolbox.
+ */
+@Fluent
+public final class BrowserAutomationPreviewToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.BROWSER_AUTOMATION_PREVIEW;
+
+    /*
+     * The Browser Automation Tool parameters.
+     */
+    @Generated
+    private final BrowserAutomationToolParameters browserAutomationPreview;
+
+    /**
+     * Creates an instance of BrowserAutomationPreviewToolboxTool class.
+     * 
+     * @param browserAutomationPreview the browserAutomationPreview value to set.
+     */
+    @Generated
+    public BrowserAutomationPreviewToolboxTool(BrowserAutomationToolParameters browserAutomationPreview) {
+        this.browserAutomationPreview = browserAutomationPreview;
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the browserAutomationPreview property: The Browser Automation Tool parameters.
+     * 
+     * @return the browserAutomationPreview value.
+     */
+    @Generated
+    public BrowserAutomationToolParameters getBrowserAutomationPreview() {
+        return this.browserAutomationPreview;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public BrowserAutomationPreviewToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public BrowserAutomationPreviewToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public BrowserAutomationPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("browser_automation_preview", this.browserAutomationPreview);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of BrowserAutomationPreviewToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of BrowserAutomationPreviewToolboxTool if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the BrowserAutomationPreviewToolboxTool.
+     */
+    @Generated
+    public static BrowserAutomationPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
+            BrowserAutomationToolParameters browserAutomationPreview = null;
+            ToolboxToolType type = ToolboxToolType.BROWSER_AUTOMATION_PREVIEW;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                } else if ("browser_automation_preview".equals(fieldName)) {
+                    browserAutomationPreview = BrowserAutomationToolParameters.fromJson(reader);
+                } else if ("type".equals(fieldName)) {
+                    type = ToolboxToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            BrowserAutomationPreviewToolboxTool deserializedBrowserAutomationPreviewToolboxTool
+                = new BrowserAutomationPreviewToolboxTool(browserAutomationPreview);
+            deserializedBrowserAutomationPreviewToolboxTool.setName(name);
+            deserializedBrowserAutomationPreviewToolboxTool.setDescription(description);
+            deserializedBrowserAutomationPreviewToolboxTool.setToolConfigs(toolConfigs);
+            deserializedBrowserAutomationPreviewToolboxTool.type = type;
+
+            return deserializedBrowserAutomationPreviewToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java
index 235de92778ef..25dcb14beb7d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * A tool for capturing structured outputs.
  */
-@Fluent
+@Immutable
 public final class CaptureStructuredOutputsTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("outputs", this.outputs);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static CaptureStructuredOutputsTool fromJson(JsonReader jsonReader) throw
         return jsonReader.readObject(reader -> {
             StructuredOutputDefinition outputs = null;
             ToolType type = ToolType.CAPTURE_STRUCTURED_OUTPUTS;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,12 +92,6 @@ public static CaptureStructuredOutputsTool fromJson(JsonReader jsonReader) throw
                     outputs = StructuredOutputDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -112,100 +99,7 @@ public static CaptureStructuredOutputsTool fromJson(JsonReader jsonReader) throw
             CaptureStructuredOutputsTool deserializedCaptureStructuredOutputsTool
                 = new CaptureStructuredOutputsTool(outputs);
             deserializedCaptureStructuredOutputsTool.type = type;
-            deserializedCaptureStructuredOutputsTool.name = name;
-            deserializedCaptureStructuredOutputsTool.description = description;
-            deserializedCaptureStructuredOutputsTool.toolConfigs = toolConfigs;
             return deserializedCaptureStructuredOutputsTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the CaptureStructuredOutputsTool object itself.
-     */
-    @Generated
-    public CaptureStructuredOutputsTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the CaptureStructuredOutputsTool object itself.
-     */
-    @Generated
-    public CaptureStructuredOutputsTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the CaptureStructuredOutputsTool object itself.
-     */
-    @Generated
-    public CaptureStructuredOutputsTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java
index 70ddbe3e8764..6ca321f9db03 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java
@@ -10,7 +10,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * Code interpreter
@@ -67,9 +66,6 @@ BinaryData getContainer() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         if (this.container != null) {
             jsonWriter.writeFieldName("container");
             this.container.writeTo(jsonWriter);
@@ -94,13 +90,6 @@ public static CodeInterpreterTool fromJson(JsonReader jsonReader) throws IOExcep
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
                     deserializedCodeInterpreterTool.type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedCodeInterpreterTool.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedCodeInterpreterTool.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedCodeInterpreterTool.toolConfigs = toolConfigs;
                 } else if ("container".equals(fieldName)) {
                     deserializedCodeInterpreterTool.container
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
@@ -195,94 +184,4 @@ public AutoCodeInterpreterToolParameter getContainerAsAutoCodeInterpreterToolPar
         }
         return this.container.toObject(AutoCodeInterpreterToolParameter.class);
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the CodeInterpreterTool object itself.
-     */
-    @Generated
-    public CodeInterpreterTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the CodeInterpreterTool object itself.
-     */
-    @Generated
-    public CodeInterpreterTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the CodeInterpreterTool object itself.
-     */
-    @Generated
-    public CodeInterpreterTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
new file mode 100644
index 000000000000..b93f722b4a1f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
@@ -0,0 +1,166 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A code interpreter tool stored in a toolbox.
+ */
+@Fluent
+public final class CodeInterpreterToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.CODE_INTERPRETER;
+
+    /*
+     * The code interpreter container. Can be a container ID or an object that
+     * specifies uploaded file IDs to make available to your code, along with an
+     * optional `memory_limit` setting.
+     * If not provided, the service assumes auto.
+     */
+    @Generated
+    private BinaryData container;
+
+    /**
+     * Creates an instance of CodeInterpreterToolboxTool class.
+     */
+    @Generated
+    public CodeInterpreterToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the container property: The code interpreter container. Can be a container ID or an object that
+     * specifies uploaded file IDs to make available to your code, along with an
+     * optional `memory_limit` setting.
+     * If not provided, the service assumes auto.
+     * 
+     * @return the container value.
+     */
+    @Generated
+    public BinaryData getContainer() {
+        return this.container;
+    }
+
+    /**
+     * Set the container property: The code interpreter container. Can be a container ID or an object that
+     * specifies uploaded file IDs to make available to your code, along with an
+     * optional `memory_limit` setting.
+     * If not provided, the service assumes auto.
+     * 
+     * @param container the container value to set.
+     * @return the CodeInterpreterToolboxTool object itself.
+     */
+    @Generated
+    public CodeInterpreterToolboxTool setContainer(BinaryData container) {
+        this.container = container;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public CodeInterpreterToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public CodeInterpreterToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public CodeInterpreterToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        if (this.container != null) {
+            jsonWriter.writeFieldName("container");
+            this.container.writeTo(jsonWriter);
+        }
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of CodeInterpreterToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of CodeInterpreterToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the CodeInterpreterToolboxTool.
+     */
+    @Generated
+    public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            CodeInterpreterToolboxTool deserializedCodeInterpreterToolboxTool = new CodeInterpreterToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    deserializedCodeInterpreterToolboxTool.setName(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedCodeInterpreterToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedCodeInterpreterToolboxTool.setToolConfigs(toolConfigs);
+                } else if ("type".equals(fieldName)) {
+                    deserializedCodeInterpreterToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else if ("container".equals(fieldName)) {
+                    deserializedCodeInterpreterToolboxTool.container
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedCodeInterpreterToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
index 8f34e5615547..14b340e44e31 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -16,7 +16,7 @@
 /**
  * The EntraAuthorizationScheme model.
  */
-@Fluent
+@Immutable
 public final class EntraAuthorizationScheme extends AgentEndpointAuthorizationScheme {
 
     /*
@@ -60,7 +60,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         } else {
             jsonWriter.writeStartObject();
             jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-            jsonWriter.writeJsonField("isolation_key_source", this.isolationKeySource);
             return jsonWriter.writeEndObject();
         }
     }
@@ -69,17 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type.toString());
-        if (updatedProperties.contains("isolationKeySource")) {
-            if (this.isolationKeySource == null) {
-                jsonWriter.writeNullField("isolation_key_source");
-            } else {
-                JsonMergePatchHelper.getIsolationKeySourceAccessor()
-                    .prepareModelForJsonMergePatch(this.isolationKeySource, true);
-                jsonWriter.writeJsonField("isolation_key_source", this.isolationKeySource);
-                JsonMergePatchHelper.getIsolationKeySourceAccessor()
-                    .prepareModelForJsonMergePatch(this.isolationKeySource, false);
-            }
-        }
         return jsonWriter.writeEndObject();
     }
 
@@ -101,8 +89,6 @@ public static EntraAuthorizationScheme fromJson(JsonReader jsonReader) throws IO
                 if ("type".equals(fieldName)) {
                     deserializedEntraAuthorizationScheme.type
                         = AgentEndpointAuthorizationSchemeType.fromString(reader.getString());
-                } else if ("isolation_key_source".equals(fieldName)) {
-                    deserializedEntraAuthorizationScheme.isolationKeySource = IsolationKeySource.fromJson(reader);
                 } else {
                     reader.skipChildren();
                 }
@@ -110,36 +96,4 @@ public static EntraAuthorizationScheme fromJson(JsonReader jsonReader) throws IO
             return deserializedEntraAuthorizationScheme;
         });
     }
-
-    /*
-     * The source from which the per-user isolation key is derived for requests authorized via this scheme. Defaults to
-     * Entra-based isolation when omitted.
-     */
-    @Generated
-    private IsolationKeySource isolationKeySource;
-
-    /**
-     * Get the isolationKeySource property: The source from which the per-user isolation key is derived for requests
-     * authorized via this scheme. Defaults to Entra-based isolation when omitted.
-     *
-     * @return the isolationKeySource value.
-     */
-    @Generated
-    public IsolationKeySource getIsolationKeySource() {
-        return this.isolationKeySource;
-    }
-
-    /**
-     * Set the isolationKeySource property: The source from which the per-user isolation key is derived for requests
-     * authorized via this scheme. Defaults to Entra-based isolation when omitted.
-     *
-     * @param isolationKeySource the isolationKeySource value to set.
-     * @return the EntraAuthorizationScheme object itself.
-     */
-    @Generated
-    public EntraAuthorizationScheme setIsolationKeySource(IsolationKeySource isolationKeySource) {
-        this.isolationKeySource = isolationKeySource;
-        this.updatedProperties.add("isolationKeySource");
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java
new file mode 100644
index 000000000000..c6250c4ff739
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java
@@ -0,0 +1,261 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A FabricIQ tool stored in a toolbox.
+ */
+@Fluent
+public final class FabricIQPreviewToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.FABRIC_IQ_PREVIEW;
+
+    /*
+     * The ID of the FabricIQ project connection.
+     */
+    @Generated
+    private final String projectConnectionId;
+
+    /*
+     * (Optional) The label of the FabricIQ MCP server to connect to.
+     */
+    @Generated
+    private String serverLabel;
+
+    /*
+     * (Optional) The URL of the FabricIQ MCP server. If not provided, the URL from the project connection will be used.
+     */
+    @Generated
+    private String serverUrl;
+
+    /*
+     * (Optional) Whether the agent requires approval before executing actions. Default is always.
+     */
+    @Generated
+    private BinaryData requireApproval;
+
+    /**
+     * Creates an instance of FabricIQPreviewToolboxTool class.
+     * 
+     * @param projectConnectionId the projectConnectionId value to set.
+     */
+    @Generated
+    public FabricIQPreviewToolboxTool(String projectConnectionId) {
+        this.projectConnectionId = projectConnectionId;
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the projectConnectionId property: The ID of the FabricIQ project connection.
+     * 
+     * @return the projectConnectionId value.
+     */
+    @Generated
+    public String getProjectConnectionId() {
+        return this.projectConnectionId;
+    }
+
+    /**
+     * Get the serverLabel property: (Optional) The label of the FabricIQ MCP server to connect to.
+     * 
+     * @return the serverLabel value.
+     */
+    @Generated
+    public String getServerLabel() {
+        return this.serverLabel;
+    }
+
+    /**
+     * Set the serverLabel property: (Optional) The label of the FabricIQ MCP server to connect to.
+     * 
+     * @param serverLabel the serverLabel value to set.
+     * @return the FabricIQPreviewToolboxTool object itself.
+     */
+    @Generated
+    public FabricIQPreviewToolboxTool setServerLabel(String serverLabel) {
+        this.serverLabel = serverLabel;
+        return this;
+    }
+
+    /**
+     * Get the serverUrl property: (Optional) The URL of the FabricIQ MCP server. If not provided, the URL from the
+     * project connection will be used.
+     * 
+     * @return the serverUrl value.
+     */
+    @Generated
+    public String getServerUrl() {
+        return this.serverUrl;
+    }
+
+    /**
+     * Set the serverUrl property: (Optional) The URL of the FabricIQ MCP server. If not provided, the URL from the
+     * project connection will be used.
+     * 
+     * @param serverUrl the serverUrl value to set.
+     * @return the FabricIQPreviewToolboxTool object itself.
+     */
+    @Generated
+    public FabricIQPreviewToolboxTool setServerUrl(String serverUrl) {
+        this.serverUrl = serverUrl;
+        return this;
+    }
+
+    /**
+     * Get the requireApproval property: (Optional) Whether the agent requires approval before executing actions.
+     * Default is always.
+     * 
+     * @return the requireApproval value.
+     */
+    @Generated
+    public BinaryData getRequireApproval() {
+        return this.requireApproval;
+    }
+
+    /**
+     * Set the requireApproval property: (Optional) Whether the agent requires approval before executing actions.
+     * Default is always.
+     * 
+     * @param requireApproval the requireApproval value to set.
+     * @return the FabricIQPreviewToolboxTool object itself.
+     */
+    @Generated
+    public FabricIQPreviewToolboxTool setRequireApproval(BinaryData requireApproval) {
+        this.requireApproval = requireApproval;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public FabricIQPreviewToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public FabricIQPreviewToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public FabricIQPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("server_label", this.serverLabel);
+        jsonWriter.writeStringField("server_url", this.serverUrl);
+        if (this.requireApproval != null) {
+            jsonWriter.writeFieldName("require_approval");
+            this.requireApproval.writeTo(jsonWriter);
+        }
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of FabricIQPreviewToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of FabricIQPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the FabricIQPreviewToolboxTool.
+     */
+    @Generated
+    public static FabricIQPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
+            String projectConnectionId = null;
+            ToolboxToolType type = ToolboxToolType.FABRIC_IQ_PREVIEW;
+            String serverLabel = null;
+            String serverUrl = null;
+            BinaryData requireApproval = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                } else if ("project_connection_id".equals(fieldName)) {
+                    projectConnectionId = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = ToolboxToolType.fromString(reader.getString());
+                } else if ("server_label".equals(fieldName)) {
+                    serverLabel = reader.getString();
+                } else if ("server_url".equals(fieldName)) {
+                    serverUrl = reader.getString();
+                } else if ("require_approval".equals(fieldName)) {
+                    requireApproval
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            FabricIQPreviewToolboxTool deserializedFabricIQPreviewToolboxTool
+                = new FabricIQPreviewToolboxTool(projectConnectionId);
+            deserializedFabricIQPreviewToolboxTool.setName(name);
+            deserializedFabricIQPreviewToolboxTool.setDescription(description);
+            deserializedFabricIQPreviewToolboxTool.setToolConfigs(toolConfigs);
+            deserializedFabricIQPreviewToolboxTool.type = type;
+            deserializedFabricIQPreviewToolboxTool.serverLabel = serverLabel;
+            deserializedFabricIQPreviewToolboxTool.serverUrl = serverUrl;
+            deserializedFabricIQPreviewToolboxTool.requireApproval = requireApproval;
+
+            return deserializedFabricIQPreviewToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewTool.java
index 6c2004657f18..6efb5228f36f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewTool.java
@@ -10,7 +10,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * A FabricIQ server-side tool.
@@ -48,26 +47,6 @@ public final class FabricIqPreviewTool extends Tool {
     @Generated
     private BinaryData requireApproval;
 
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
     /**
      * Creates an instance of FabricIqPreviewTool class.
      *
@@ -223,76 +202,6 @@ public McpToolRequireApproval getRequireApprovalAsMcpToolRequireApproval() {
         return this.requireApproval.toObject(McpToolRequireApproval.class);
     }
 
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the FabricIqPreviewTool object itself.
-     */
-    @Generated
-    public FabricIqPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the FabricIqPreviewTool object itself.
-     */
-    @Generated
-    public FabricIqPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the FabricIqPreviewTool object itself.
-     */
-    @Generated
-    public FabricIqPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -308,9 +217,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeFieldName("require_approval");
             this.requireApproval.writeTo(jsonWriter);
         }
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -331,9 +237,6 @@ public static FabricIqPreviewTool fromJson(JsonReader jsonReader) throws IOExcep
             String serverLabel = null;
             String serverUrl = null;
             BinaryData requireApproval = null;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -348,12 +251,6 @@ public static FabricIqPreviewTool fromJson(JsonReader jsonReader) throws IOExcep
                 } else if ("require_approval".equals(fieldName)) {
                     requireApproval
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -363,9 +260,6 @@ public static FabricIqPreviewTool fromJson(JsonReader jsonReader) throws IOExcep
             deserializedFabricIqPreviewTool.serverLabel = serverLabel;
             deserializedFabricIqPreviewTool.serverUrl = serverUrl;
             deserializedFabricIqPreviewTool.requireApproval = requireApproval;
-            deserializedFabricIqPreviewTool.name = name;
-            deserializedFabricIqPreviewTool.description = description;
-            deserializedFabricIqPreviewTool.toolConfigs = toolConfigs;
             return deserializedFabricIqPreviewTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java
index 98eed1412e07..1f5a55d1fa9a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java
@@ -13,7 +13,6 @@
 import com.openai.models.CompoundFilter;
 import java.io.IOException;
 import java.util.List;
-import java.util.Map;
 
 /**
  * File search
@@ -117,9 +116,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeFieldName("filters");
             this.filters.writeTo(jsonWriter);
         }
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -140,9 +136,6 @@ public static FileSearchTool fromJson(JsonReader jsonReader) throws IOException
             Long maxResults = null;
             RankingOptions rankingOptions = null;
             BinaryData filters = null;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -156,12 +149,6 @@ public static FileSearchTool fromJson(JsonReader jsonReader) throws IOException
                     rankingOptions = RankingOptions.fromJson(reader);
                 } else if ("filters".equals(fieldName)) {
                     filters = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -171,9 +158,6 @@ public static FileSearchTool fromJson(JsonReader jsonReader) throws IOException
             deserializedFileSearchTool.maxResults = maxResults;
             deserializedFileSearchTool.rankingOptions = rankingOptions;
             deserializedFileSearchTool.filters = filters;
-            deserializedFileSearchTool.name = name;
-            deserializedFileSearchTool.description = description;
-            deserializedFileSearchTool.toolConfigs = toolConfigs;
             return deserializedFileSearchTool;
         });
     }
@@ -319,94 +303,4 @@ private Object getOpenAIFileSearchFilter() {
         }
         return null;
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the FileSearchTool object itself.
-     */
-    @Generated
-    public FileSearchTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the FileSearchTool object itself.
-     */
-    @Generated
-    public FileSearchTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the FileSearchTool object itself.
-     */
-    @Generated
-    public FileSearchTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
new file mode 100644
index 000000000000..14ab4d2217d2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
@@ -0,0 +1,255 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * A file search tool stored in a toolbox.
+ */
+@Fluent
+public final class FileSearchToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.FILE_SEARCH;
+
+    /*
+     * The maximum number of results to return. This number should be between 1 and 50 inclusive.
+     */
+    @Generated
+    private Long maxResults;
+
+    /*
+     * Ranking options for search.
+     */
+    @Generated
+    private RankingOptions rankingOptions;
+
+    /*
+     * The filters property.
+     */
+    @Generated
+    private BinaryData filters;
+
+    /*
+     * The IDs of the vector stores to search.
+     */
+    @Generated
+    private List vectorStoreIds;
+
+    /**
+     * Creates an instance of FileSearchToolboxTool class.
+     */
+    @Generated
+    public FileSearchToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the maxResults property: The maximum number of results to return. This number should be between 1 and 50
+     * inclusive.
+     * 
+     * @return the maxResults value.
+     */
+    @Generated
+    public Long getMaxResults() {
+        return this.maxResults;
+    }
+
+    /**
+     * Set the maxResults property: The maximum number of results to return. This number should be between 1 and 50
+     * inclusive.
+     * 
+     * @param maxResults the maxResults value to set.
+     * @return the FileSearchToolboxTool object itself.
+     */
+    @Generated
+    public FileSearchToolboxTool setMaxResults(Long maxResults) {
+        this.maxResults = maxResults;
+        return this;
+    }
+
+    /**
+     * Get the rankingOptions property: Ranking options for search.
+     * 
+     * @return the rankingOptions value.
+     */
+    @Generated
+    public RankingOptions getRankingOptions() {
+        return this.rankingOptions;
+    }
+
+    /**
+     * Set the rankingOptions property: Ranking options for search.
+     * 
+     * @param rankingOptions the rankingOptions value to set.
+     * @return the FileSearchToolboxTool object itself.
+     */
+    @Generated
+    public FileSearchToolboxTool setRankingOptions(RankingOptions rankingOptions) {
+        this.rankingOptions = rankingOptions;
+        return this;
+    }
+
+    /**
+     * Get the filters property: The filters property.
+     * 
+     * @return the filters value.
+     */
+    @Generated
+    public BinaryData getFilters() {
+        return this.filters;
+    }
+
+    /**
+     * Set the filters property: The filters property.
+     * 
+     * @param filters the filters value to set.
+     * @return the FileSearchToolboxTool object itself.
+     */
+    @Generated
+    public FileSearchToolboxTool setFilters(BinaryData filters) {
+        this.filters = filters;
+        return this;
+    }
+
+    /**
+     * Get the vectorStoreIds property: The IDs of the vector stores to search.
+     * 
+     * @return the vectorStoreIds value.
+     */
+    @Generated
+    public List getVectorStoreIds() {
+        return this.vectorStoreIds;
+    }
+
+    /**
+     * Set the vectorStoreIds property: The IDs of the vector stores to search.
+     * 
+     * @param vectorStoreIds the vectorStoreIds value to set.
+     * @return the FileSearchToolboxTool object itself.
+     */
+    @Generated
+    public FileSearchToolboxTool setVectorStoreIds(List vectorStoreIds) {
+        this.vectorStoreIds = vectorStoreIds;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public FileSearchToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public FileSearchToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public FileSearchToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeNumberField("max_num_results", this.maxResults);
+        jsonWriter.writeJsonField("ranking_options", this.rankingOptions);
+        if (this.filters != null) {
+            jsonWriter.writeFieldName("filters");
+            this.filters.writeTo(jsonWriter);
+        }
+        jsonWriter.writeArrayField("vector_store_ids", this.vectorStoreIds,
+            (writer, element) -> writer.writeString(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of FileSearchToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of FileSearchToolboxTool if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the FileSearchToolboxTool.
+     */
+    @Generated
+    public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            FileSearchToolboxTool deserializedFileSearchToolboxTool = new FileSearchToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    deserializedFileSearchToolboxTool.setName(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedFileSearchToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedFileSearchToolboxTool.setToolConfigs(toolConfigs);
+                } else if ("type".equals(fieldName)) {
+                    deserializedFileSearchToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else if ("max_num_results".equals(fieldName)) {
+                    deserializedFileSearchToolboxTool.maxResults = reader.getNullable(JsonReader::getLong);
+                } else if ("ranking_options".equals(fieldName)) {
+                    deserializedFileSearchToolboxTool.rankingOptions = RankingOptions.fromJson(reader);
+                } else if ("filters".equals(fieldName)) {
+                    deserializedFileSearchToolboxTool.filters
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("vector_store_ids".equals(fieldName)) {
+                    List vectorStoreIds = reader.readArray(reader1 -> reader1.getString());
+                    deserializedFileSearchToolboxTool.vectorStoreIds = vectorStoreIds;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedFileSearchToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java
index 4bd14c443cfc..b044008d6c89 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java
@@ -9,7 +9,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * Shell tool
@@ -80,9 +79,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeJsonField("environment", this.environment);
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -106,13 +102,6 @@ public static FunctionShellToolParameter fromJson(JsonReader jsonReader) throws
                 } else if ("environment".equals(fieldName)) {
                     deserializedFunctionShellToolParameter.environment
                         = FunctionShellToolParamEnvironment.fromJson(reader);
-                } else if ("name".equals(fieldName)) {
-                    deserializedFunctionShellToolParameter.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedFunctionShellToolParameter.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedFunctionShellToolParameter.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -120,94 +109,4 @@ public static FunctionShellToolParameter fromJson(JsonReader jsonReader) throws
             return deserializedFunctionShellToolParameter;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the FunctionShellToolParameter object itself.
-     */
-    @Generated
-    public FunctionShellToolParameter setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the FunctionShellToolParameter object itself.
-     */
-    @Generated
-    public FunctionShellToolParameter setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the FunctionShellToolParameter object itself.
-     */
-    @Generated
-    public FunctionShellToolParameter setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
index 0091334693b4..adacd9b8bae2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
@@ -9,7 +9,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * Image generation tool
@@ -322,9 +321,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("input_image_mask", this.inputImageMask);
         jsonWriter.writeNumberField("partial_images", this.partialImages);
         jsonWriter.writeStringField("action", this.action == null ? null : this.action.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -367,13 +363,6 @@ public static ImageGenTool fromJson(JsonReader jsonReader) throws IOException {
                     deserializedImageGenTool.partialImages = reader.getNullable(JsonReader::getLong);
                 } else if ("action".equals(fieldName)) {
                     deserializedImageGenTool.action = ImageGenActionEnum.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedImageGenTool.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedImageGenTool.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedImageGenTool.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -462,94 +451,4 @@ public ImageGenTool setAction(ImageGenActionEnum action) {
         this.action = action;
         return this;
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the ImageGenTool object itself.
-     */
-    @Generated
-    public ImageGenTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the ImageGenTool object itself.
-     */
-    @Generated
-    public ImageGenTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the ImageGenTool object itself.
-     */
-    @Generated
-    public ImageGenTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java
new file mode 100644
index 000000000000..b7a3a9a4a9bb
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.Set;
+
+/**
+ * Configuration specific to the invocations protocol.
+ */
+@Immutable
+public final class InvocationsProtocolConfiguration implements JsonSerializable {
+    /**
+     * Stores updated model property, the value is property name, not serialized name.
+     */
+    @Generated
+    private final Set updatedProperties = new HashSet<>();
+
+    @Generated
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper.setInvocationsProtocolConfigurationAccessor(
+            new JsonMergePatchHelper.InvocationsProtocolConfigurationAccessor() {
+                @Override
+                public InvocationsProtocolConfiguration prepareModelForJsonMergePatch(
+                    InvocationsProtocolConfiguration model, boolean jsonMergePatchEnabled) {
+                    model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                    return model;
+                }
+
+                @Override
+                public boolean isJsonMergePatch(InvocationsProtocolConfiguration model) {
+                    return model.jsonMergePatch;
+                }
+            });
+    }
+
+    /**
+     * Creates an instance of InvocationsProtocolConfiguration class.
+     */
+    @Generated
+    public InvocationsProtocolConfiguration() {
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (jsonMergePatch) {
+            return toJsonMergePatch(jsonWriter);
+        } else {
+            jsonWriter.writeStartObject();
+            return jsonWriter.writeEndObject();
+        }
+    }
+
+    @Generated
+    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of InvocationsProtocolConfiguration from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of InvocationsProtocolConfiguration if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the InvocationsProtocolConfiguration.
+     */
+    @Generated
+    public static InvocationsProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            InvocationsProtocolConfiguration deserializedInvocationsProtocolConfiguration
+                = new InvocationsProtocolConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                reader.skipChildren();
+            }
+
+            return deserializedInvocationsProtocolConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java
new file mode 100644
index 000000000000..4411657604bf
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.Set;
+
+/**
+ * Configuration specific to the WebSocket-based invocations protocol.
+ */
+@Immutable
+public final class InvocationsWsProtocolConfiguration implements JsonSerializable {
+    /**
+     * Stores updated model property, the value is property name, not serialized name.
+     */
+    @Generated
+    private final Set updatedProperties = new HashSet<>();
+
+    @Generated
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper.setInvocationsWsProtocolConfigurationAccessor(
+            new JsonMergePatchHelper.InvocationsWsProtocolConfigurationAccessor() {
+                @Override
+                public InvocationsWsProtocolConfiguration prepareModelForJsonMergePatch(
+                    InvocationsWsProtocolConfiguration model, boolean jsonMergePatchEnabled) {
+                    model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                    return model;
+                }
+
+                @Override
+                public boolean isJsonMergePatch(InvocationsWsProtocolConfiguration model) {
+                    return model.jsonMergePatch;
+                }
+            });
+    }
+
+    /**
+     * Creates an instance of InvocationsWsProtocolConfiguration class.
+     */
+    @Generated
+    public InvocationsWsProtocolConfiguration() {
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (jsonMergePatch) {
+            return toJsonMergePatch(jsonWriter);
+        } else {
+            jsonWriter.writeStartObject();
+            return jsonWriter.writeEndObject();
+        }
+    }
+
+    @Generated
+    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of InvocationsWsProtocolConfiguration from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of InvocationsWsProtocolConfiguration if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the InvocationsWsProtocolConfiguration.
+     */
+    @Generated
+    public static InvocationsWsProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            InvocationsWsProtocolConfiguration deserializedInvocationsWsProtocolConfiguration
+                = new InvocationsWsProtocolConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                reader.skipChildren();
+            }
+
+            return deserializedInvocationsWsProtocolConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
deleted file mode 100644
index ee7f3feb0f5b..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
+++ /dev/null
@@ -1,152 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.HashSet;
-import java.util.Set;
-
-/**
- * The IsolationKeySource model.
- */
-@Immutable
-public class IsolationKeySource implements JsonSerializable {
-
-    /*
-     * The kind property.
-     */
-    @Generated
-    private IsolationKeySourceKind kind = IsolationKeySourceKind.fromString("IsolationKeySource");
-
-    /**
-     * Stores updated model property, the value is property name, not serialized name.
-     */
-    @Generated
-    private final Set updatedProperties = new HashSet<>();
-
-    @Generated
-    private boolean jsonMergePatch;
-
-    @Generated
-    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
-        this.jsonMergePatch = jsonMergePatch;
-    }
-
-    static {
-        JsonMergePatchHelper.setIsolationKeySourceAccessor(new JsonMergePatchHelper.IsolationKeySourceAccessor() {
-
-            @Override
-            public IsolationKeySource prepareModelForJsonMergePatch(IsolationKeySource model,
-                boolean jsonMergePatchEnabled) {
-                model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
-                return model;
-            }
-
-            @Override
-            public boolean isJsonMergePatch(IsolationKeySource model) {
-                return model.jsonMergePatch;
-            }
-        });
-    }
-
-    /**
-     * Creates an instance of IsolationKeySource class.
-     */
-    @Generated
-    public IsolationKeySource() {
-    }
-
-    /**
-     * Get the kind property: The kind property.
-     *
-     * @return the kind value.
-     */
-    @Generated
-    public IsolationKeySourceKind getKind() {
-        return this.kind;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        if (jsonMergePatch) {
-            return toJsonMergePatch(jsonWriter);
-        } else {
-            jsonWriter.writeStartObject();
-            jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
-            return jsonWriter.writeEndObject();
-        }
-    }
-
-    @Generated
-    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("kind", this.kind.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of IsolationKeySource from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of IsolationKeySource if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the IsolationKeySource.
-     */
-    @Generated
-    public static IsolationKeySource fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String discriminatorValue = null;
-            try (JsonReader readerToUse = reader.bufferObject()) {
-                // Prepare for reading
-                readerToUse.nextToken();
-                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
-                    String fieldName = readerToUse.getFieldName();
-                    readerToUse.nextToken();
-                    if ("kind".equals(fieldName)) {
-                        discriminatorValue = readerToUse.getString();
-                        break;
-                    } else {
-                        readerToUse.skipChildren();
-                    }
-                }
-                // Use the discriminator value to determine which subtype should be deserialized.
-                if ("Entra".equals(discriminatorValue)) {
-                    return EntraIsolationKeySource.fromJson(readerToUse.reset());
-                } else if ("Header".equals(discriminatorValue)) {
-                    return HeaderIsolationKeySource.fromJson(readerToUse.reset());
-                } else {
-                    return fromJsonKnownDiscriminator(readerToUse.reset());
-                }
-            }
-        });
-    }
-
-    @Generated
-    static IsolationKeySource fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            IsolationKeySource deserializedIsolationKeySource = new IsolationKeySource();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("kind".equals(fieldName)) {
-                    deserializedIsolationKeySource.kind = IsolationKeySourceKind.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedIsolationKeySource;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
deleted file mode 100644
index 7e7af6f9ae6d..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
+++ /dev/null
@@ -1,57 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for IsolationKeySourceKind.
- */
-public final class IsolationKeySourceKind extends ExpandableStringEnum {
-
-    /**
-     * Static value Entra for IsolationKeySourceKind.
-     */
-    @Generated
-    public static final IsolationKeySourceKind ENTRA = fromString("Entra");
-
-    /**
-     * Static value Header for IsolationKeySourceKind.
-     */
-    @Generated
-    public static final IsolationKeySourceKind HEADER = fromString("Header");
-
-    /**
-     * Creates a new instance of IsolationKeySourceKind value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public IsolationKeySourceKind() {
-    }
-
-    /**
-     * Creates or finds a IsolationKeySourceKind from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding IsolationKeySourceKind.
-     */
-    @Generated
-    public static IsolationKeySourceKind fromString(String name) {
-        return fromString(name, IsolationKeySourceKind.class);
-    }
-
-    /**
-     * Gets known IsolationKeySourceKind values.
-     *
-     * @return known IsolationKeySourceKind values.
-     */
-    @Generated
-    public static Collection values() {
-        return values(IsolationKeySourceKind.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java
index efa91a08af11..a3d34a20f1b3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java
@@ -3,20 +3,19 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * Local shell tool
  *
  * A tool that allows the model to execute shell commands in a local environment.
  */
-@Fluent
+@Immutable
 public final class LocalShellToolParameter extends Tool {
 
     /*
@@ -51,9 +50,6 @@ public ToolType getType() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -74,13 +70,6 @@ public static LocalShellToolParameter fromJson(JsonReader jsonReader) throws IOE
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
                     deserializedLocalShellToolParameter.type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedLocalShellToolParameter.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedLocalShellToolParameter.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedLocalShellToolParameter.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -88,94 +77,4 @@ public static LocalShellToolParameter fromJson(JsonReader jsonReader) throws IOE
             return deserializedLocalShellToolParameter;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the LocalShellToolParameter object itself.
-     */
-    @Generated
-    public LocalShellToolParameter setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the LocalShellToolParameter object itself.
-     */
-    @Generated
-    public LocalShellToolParameter setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the LocalShellToolParameter object itself.
-     */
-    @Generated
-    public LocalShellToolParameter setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java
new file mode 100644
index 000000000000..663e691365a9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java
@@ -0,0 +1,503 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * An MCP tool stored in a toolbox.
+ */
+@Fluent
+public final class MCPToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.MCP;
+
+    /*
+     * A label for this MCP server, used to identify it in tool calls.
+     */
+    @Generated
+    private final String serverLabel;
+
+    /*
+     * The URL for the MCP server. One of `server_url` or `connector_id` must be
+     * provided.
+     */
+    @Generated
+    private String serverUrl;
+
+    /*
+     * Identifier for service connectors, like those available in ChatGPT. One of
+     * `server_url` or `connector_id` must be provided. Learn more about service
+     * connectors [here](/docs/guides/tools-remote-mcp#connectors).
+     * Currently supported `connector_id` values are:
+     * - Dropbox: `connector_dropbox`
+     * - Gmail: `connector_gmail`
+     * - Google Calendar: `connector_googlecalendar`
+     * - Google Drive: `connector_googledrive`
+     * - Microsoft Teams: `connector_microsoftteams`
+     * - Outlook Calendar: `connector_outlookcalendar`
+     * - Outlook Email: `connector_outlookemail`
+     * - SharePoint: `connector_sharepoint`
+     */
+    @Generated
+    private McpToolConnectorId connectorType;
+
+    /*
+     * An OAuth access token that can be used with a remote MCP server, either
+     * with a custom MCP server URL or a service connector. Your application
+     * must handle the OAuth authorization flow and provide the token here.
+     */
+    @Generated
+    private String authorization;
+
+    /*
+     * Optional description of the MCP server, used to provide more context.
+     */
+    @Generated
+    private String serverDescription;
+
+    /*
+     * The headers property.
+     */
+    @Generated
+    private Map headers;
+
+    /*
+     * The allowed_tools property.
+     */
+    @Generated
+    private BinaryData allowedTools;
+
+    /*
+     * The require_approval property.
+     */
+    @Generated
+    private BinaryData requireApproval;
+
+    /*
+     * Whether this MCP tool is deferred and discovered via tool search.
+     */
+    @Generated
+    private Boolean deferLoading;
+
+    /*
+     * The connection ID in the project for the MCP server. The connection stores authentication and other connection
+     * details needed to connect to the MCP server.
+     */
+    @Generated
+    private String projectConnectionId;
+
+    /**
+     * Creates an instance of MCPToolboxTool class.
+     * 
+     * @param serverLabel the serverLabel value to set.
+     */
+    @Generated
+    public MCPToolboxTool(String serverLabel) {
+        this.serverLabel = serverLabel;
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the serverLabel property: A label for this MCP server, used to identify it in tool calls.
+     * 
+     * @return the serverLabel value.
+     */
+    @Generated
+    public String getServerLabel() {
+        return this.serverLabel;
+    }
+
+    /**
+     * Get the serverUrl property: The URL for the MCP server. One of `server_url` or `connector_id` must be
+     * provided.
+     * 
+     * @return the serverUrl value.
+     */
+    @Generated
+    public String getServerUrl() {
+        return this.serverUrl;
+    }
+
+    /**
+     * Set the serverUrl property: The URL for the MCP server. One of `server_url` or `connector_id` must be
+     * provided.
+     * 
+     * @param serverUrl the serverUrl value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setServerUrl(String serverUrl) {
+        this.serverUrl = serverUrl;
+        return this;
+    }
+
+    /**
+     * Get the connectorType property: Identifier for service connectors, like those available in ChatGPT. One of
+     * `server_url` or `connector_id` must be provided. Learn more about service
+     * connectors [here](/docs/guides/tools-remote-mcp#connectors).
+     * Currently supported `connector_id` values are:
+     * - Dropbox: `connector_dropbox`
+     * - Gmail: `connector_gmail`
+     * - Google Calendar: `connector_googlecalendar`
+     * - Google Drive: `connector_googledrive`
+     * - Microsoft Teams: `connector_microsoftteams`
+     * - Outlook Calendar: `connector_outlookcalendar`
+     * - Outlook Email: `connector_outlookemail`
+     * - SharePoint: `connector_sharepoint`.
+     * 
+     * @return the connectorType value.
+     */
+    @Generated
+    public McpToolConnectorId getConnectorType() {
+        return this.connectorType;
+    }
+
+    /**
+     * Set the connectorType property: Identifier for service connectors, like those available in ChatGPT. One of
+     * `server_url` or `connector_id` must be provided. Learn more about service
+     * connectors [here](/docs/guides/tools-remote-mcp#connectors).
+     * Currently supported `connector_id` values are:
+     * - Dropbox: `connector_dropbox`
+     * - Gmail: `connector_gmail`
+     * - Google Calendar: `connector_googlecalendar`
+     * - Google Drive: `connector_googledrive`
+     * - Microsoft Teams: `connector_microsoftteams`
+     * - Outlook Calendar: `connector_outlookcalendar`
+     * - Outlook Email: `connector_outlookemail`
+     * - SharePoint: `connector_sharepoint`.
+     * 
+     * @param connectorType the connectorType value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setConnectorType(McpToolConnectorId connectorType) {
+        this.connectorType = connectorType;
+        return this;
+    }
+
+    /**
+     * Get the authorization property: An OAuth access token that can be used with a remote MCP server, either
+     * with a custom MCP server URL or a service connector. Your application
+     * must handle the OAuth authorization flow and provide the token here.
+     * 
+     * @return the authorization value.
+     */
+    @Generated
+    public String getAuthorization() {
+        return this.authorization;
+    }
+
+    /**
+     * Set the authorization property: An OAuth access token that can be used with a remote MCP server, either
+     * with a custom MCP server URL or a service connector. Your application
+     * must handle the OAuth authorization flow and provide the token here.
+     * 
+     * @param authorization the authorization value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setAuthorization(String authorization) {
+        this.authorization = authorization;
+        return this;
+    }
+
+    /**
+     * Get the serverDescription property: Optional description of the MCP server, used to provide more context.
+     * 
+     * @return the serverDescription value.
+     */
+    @Generated
+    public String getServerDescription() {
+        return this.serverDescription;
+    }
+
+    /**
+     * Set the serverDescription property: Optional description of the MCP server, used to provide more context.
+     * 
+     * @param serverDescription the serverDescription value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setServerDescription(String serverDescription) {
+        this.serverDescription = serverDescription;
+        return this;
+    }
+
+    /**
+     * Get the headers property: The headers property.
+     * 
+     * @return the headers value.
+     */
+    @Generated
+    public Map getHeaders() {
+        return this.headers;
+    }
+
+    /**
+     * Set the headers property: The headers property.
+     * 
+     * @param headers the headers value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setHeaders(Map headers) {
+        this.headers = headers;
+        return this;
+    }
+
+    /**
+     * Get the allowedTools property: The allowed_tools property.
+     * 
+     * @return the allowedTools value.
+     */
+    @Generated
+    public BinaryData getAllowedTools() {
+        return this.allowedTools;
+    }
+
+    /**
+     * Set the allowedTools property: The allowed_tools property.
+     * 
+     * @param allowedTools the allowedTools value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setAllowedTools(BinaryData allowedTools) {
+        this.allowedTools = allowedTools;
+        return this;
+    }
+
+    /**
+     * Get the requireApproval property: The require_approval property.
+     * 
+     * @return the requireApproval value.
+     */
+    @Generated
+    public BinaryData getRequireApproval() {
+        return this.requireApproval;
+    }
+
+    /**
+     * Set the requireApproval property: The require_approval property.
+     * 
+     * @param requireApproval the requireApproval value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setRequireApproval(BinaryData requireApproval) {
+        this.requireApproval = requireApproval;
+        return this;
+    }
+
+    /**
+     * Get the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
+     * 
+     * @return the deferLoading value.
+     */
+    @Generated
+    public Boolean isDeferLoading() {
+        return this.deferLoading;
+    }
+
+    /**
+     * Set the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
+     * 
+     * @param deferLoading the deferLoading value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setDeferLoading(Boolean deferLoading) {
+        this.deferLoading = deferLoading;
+        return this;
+    }
+
+    /**
+     * Get the projectConnectionId property: The connection ID in the project for the MCP server. The connection stores
+     * authentication and other connection details needed to connect to the MCP server.
+     * 
+     * @return the projectConnectionId value.
+     */
+    @Generated
+    public String getProjectConnectionId() {
+        return this.projectConnectionId;
+    }
+
+    /**
+     * Set the projectConnectionId property: The connection ID in the project for the MCP server. The connection stores
+     * authentication and other connection details needed to connect to the MCP server.
+     * 
+     * @param projectConnectionId the projectConnectionId value to set.
+     * @return the MCPToolboxTool object itself.
+     */
+    @Generated
+    public MCPToolboxTool setProjectConnectionId(String projectConnectionId) {
+        this.projectConnectionId = projectConnectionId;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public MCPToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public MCPToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public MCPToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("server_label", this.serverLabel);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("server_url", this.serverUrl);
+        jsonWriter.writeStringField("connector_id", this.connectorType == null ? null : this.connectorType.toString());
+        jsonWriter.writeStringField("authorization", this.authorization);
+        jsonWriter.writeStringField("server_description", this.serverDescription);
+        jsonWriter.writeMapField("headers", this.headers, (writer, element) -> writer.writeString(element));
+        if (this.allowedTools != null) {
+            jsonWriter.writeFieldName("allowed_tools");
+            this.allowedTools.writeTo(jsonWriter);
+        }
+        if (this.requireApproval != null) {
+            jsonWriter.writeFieldName("require_approval");
+            this.requireApproval.writeTo(jsonWriter);
+        }
+        jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
+        jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of MCPToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of MCPToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the MCPToolboxTool.
+     */
+    @Generated
+    public static MCPToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
+            String serverLabel = null;
+            ToolboxToolType type = ToolboxToolType.MCP;
+            String serverUrl = null;
+            McpToolConnectorId connectorType = null;
+            String authorization = null;
+            String serverDescription = null;
+            Map headers = null;
+            BinaryData allowedTools = null;
+            BinaryData requireApproval = null;
+            Boolean deferLoading = null;
+            String projectConnectionId = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                } else if ("server_label".equals(fieldName)) {
+                    serverLabel = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = ToolboxToolType.fromString(reader.getString());
+                } else if ("server_url".equals(fieldName)) {
+                    serverUrl = reader.getString();
+                } else if ("connector_id".equals(fieldName)) {
+                    connectorType = McpToolConnectorId.fromString(reader.getString());
+                } else if ("authorization".equals(fieldName)) {
+                    authorization = reader.getString();
+                } else if ("server_description".equals(fieldName)) {
+                    serverDescription = reader.getString();
+                } else if ("headers".equals(fieldName)) {
+                    headers = reader.readMap(reader1 -> reader1.getString());
+                } else if ("allowed_tools".equals(fieldName)) {
+                    allowedTools
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("require_approval".equals(fieldName)) {
+                    requireApproval
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("defer_loading".equals(fieldName)) {
+                    deferLoading = reader.getNullable(JsonReader::getBoolean);
+                } else if ("project_connection_id".equals(fieldName)) {
+                    projectConnectionId = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            MCPToolboxTool deserializedMCPToolboxTool = new MCPToolboxTool(serverLabel);
+            deserializedMCPToolboxTool.setName(name);
+            deserializedMCPToolboxTool.setDescription(description);
+            deserializedMCPToolboxTool.setToolConfigs(toolConfigs);
+            deserializedMCPToolboxTool.type = type;
+            deserializedMCPToolboxTool.serverUrl = serverUrl;
+            deserializedMCPToolboxTool.connectorType = connectorType;
+            deserializedMCPToolboxTool.authorization = authorization;
+            deserializedMCPToolboxTool.serverDescription = serverDescription;
+            deserializedMCPToolboxTool.headers = headers;
+            deserializedMCPToolboxTool.allowedTools = allowedTools;
+            deserializedMCPToolboxTool.requireApproval = requireApproval;
+            deserializedMCPToolboxTool.deferLoading = deferLoading;
+            deserializedMCPToolboxTool.projectConnectionId = projectConnectionId;
+
+            return deserializedMCPToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java
new file mode 100644
index 000000000000..280367aaf2cb
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java
@@ -0,0 +1,103 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.Set;
+
+/**
+ * Configuration specific to the MCP protocol.
+ */
+@Immutable
+public final class McpProtocolConfiguration implements JsonSerializable {
+    /**
+     * Stores updated model property, the value is property name, not serialized name.
+     */
+    @Generated
+    private final Set updatedProperties = new HashSet<>();
+
+    @Generated
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper
+            .setMcpProtocolConfigurationAccessor(new JsonMergePatchHelper.McpProtocolConfigurationAccessor() {
+                @Override
+                public McpProtocolConfiguration prepareModelForJsonMergePatch(McpProtocolConfiguration model,
+                    boolean jsonMergePatchEnabled) {
+                    model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                    return model;
+                }
+
+                @Override
+                public boolean isJsonMergePatch(McpProtocolConfiguration model) {
+                    return model.jsonMergePatch;
+                }
+            });
+    }
+
+    /**
+     * Creates an instance of McpProtocolConfiguration class.
+     */
+    @Generated
+    public McpProtocolConfiguration() {
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (jsonMergePatch) {
+            return toJsonMergePatch(jsonWriter);
+        } else {
+            jsonWriter.writeStartObject();
+            return jsonWriter.writeEndObject();
+        }
+    }
+
+    @Generated
+    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of McpProtocolConfiguration from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of McpProtocolConfiguration if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the McpProtocolConfiguration.
+     */
+    @Generated
+    public static McpProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            McpProtocolConfiguration deserializedMcpProtocolConfiguration = new McpProtocolConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                reader.skipChildren();
+            }
+
+            return deserializedMcpProtocolConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
index 542435e20fef..46179e5b2735 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
@@ -436,7 +436,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         }
         jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -463,7 +462,6 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
             BinaryData requireApproval = null;
             Boolean deferLoading = null;
             String projectConnectionId = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -491,8 +489,6 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
                     deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else if ("project_connection_id".equals(fieldName)) {
                     projectConnectionId = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -508,7 +504,6 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
             deserializedMcpTool.requireApproval = requireApproval;
             deserializedMcpTool.deferLoading = deferLoading;
             deserializedMcpTool.projectConnectionId = projectConnectionId;
-            deserializedMcpTool.toolConfigs = toolConfigs;
             return deserializedMcpTool;
         });
     }
@@ -536,40 +531,6 @@ public McpTool setConnectorType(McpToolConnectorId connectorType) {
         return this;
     }
 
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the McpTool object itself.
-     */
-    @Generated
-    public McpTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
-
     /*
      * Whether this MCP tool is deferred and discovered via tool search.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java
index 9111dbb15491..668b94075228 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java
@@ -9,7 +9,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * A tool for integrating memories into the agent.
@@ -120,9 +119,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("memory_store_name", this.memoryStoreName);
         jsonWriter.writeStringField("scope", this.scope);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("search_options", this.searchOptions);
         jsonWriter.writeNumberField("update_delay", this.updateDelaySeconds);
         return jsonWriter.writeEndObject();
@@ -143,9 +139,6 @@ public static MemorySearchPreviewTool fromJson(JsonReader jsonReader) throws IOE
             String memoryStoreName = null;
             String scope = null;
             ToolType type = ToolType.MEMORY_SEARCH_PREVIEW;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             MemorySearchOptions searchOptions = null;
             Integer updateDelaySeconds = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -157,12 +150,6 @@ public static MemorySearchPreviewTool fromJson(JsonReader jsonReader) throws IOE
                     scope = reader.getString();
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("search_options".equals(fieldName)) {
                     searchOptions = MemorySearchOptions.fromJson(reader);
                 } else if ("update_delay".equals(fieldName)) {
@@ -174,9 +161,6 @@ public static MemorySearchPreviewTool fromJson(JsonReader jsonReader) throws IOE
             MemorySearchPreviewTool deserializedMemorySearchPreviewTool
                 = new MemorySearchPreviewTool(memoryStoreName, scope);
             deserializedMemorySearchPreviewTool.type = type;
-            deserializedMemorySearchPreviewTool.name = name;
-            deserializedMemorySearchPreviewTool.description = description;
-            deserializedMemorySearchPreviewTool.toolConfigs = toolConfigs;
             deserializedMemorySearchPreviewTool.searchOptions = searchOptions;
             deserializedMemorySearchPreviewTool.updateDelaySeconds = updateDelaySeconds;
             return deserializedMemorySearchPreviewTool;
@@ -212,94 +196,4 @@ public MemorySearchPreviewTool setUpdateDelaySeconds(Integer updateDelaySeconds)
         this.updateDelaySeconds = updateDelaySeconds;
         return this;
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the MemorySearchPreviewTool object itself.
-     */
-    @Generated
-    public MemorySearchPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the MemorySearchPreviewTool object itself.
-     */
-    @Generated
-    public MemorySearchPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the MemorySearchPreviewTool object itself.
-     */
-    @Generated
-    public MemorySearchPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java
index 20c538159191..7f471633b7ef 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for a Microsoft Fabric tool as used to configure an agent.
  */
-@Fluent
+@Immutable
 public final class MicrosoftFabricPreviewTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("fabric_dataagent_preview", this.fabricDataAgentPreview);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static MicrosoftFabricPreviewTool fromJson(JsonReader jsonReader) throws
         return jsonReader.readObject(reader -> {
             FabricDataAgentToolParameters fabricDataAgentPreview = null;
             ToolType type = ToolType.FABRIC_DATA_AGENT_PREVIEW;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,12 +92,6 @@ public static MicrosoftFabricPreviewTool fromJson(JsonReader jsonReader) throws
                     fabricDataAgentPreview = FabricDataAgentToolParameters.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -112,100 +99,7 @@ public static MicrosoftFabricPreviewTool fromJson(JsonReader jsonReader) throws
             MicrosoftFabricPreviewTool deserializedMicrosoftFabricPreviewTool
                 = new MicrosoftFabricPreviewTool(fabricDataAgentPreview);
             deserializedMicrosoftFabricPreviewTool.type = type;
-            deserializedMicrosoftFabricPreviewTool.name = name;
-            deserializedMicrosoftFabricPreviewTool.description = description;
-            deserializedMicrosoftFabricPreviewTool.toolConfigs = toolConfigs;
             return deserializedMicrosoftFabricPreviewTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the MicrosoftFabricPreviewTool object itself.
-     */
-    @Generated
-    public MicrosoftFabricPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the MicrosoftFabricPreviewTool object itself.
-     */
-    @Generated
-    public MicrosoftFabricPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the MicrosoftFabricPreviewTool object itself.
-     */
-    @Generated
-    public MicrosoftFabricPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java
index ea64fac092be..107f3b0365d0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for an OpenAPI tool as used to configure an agent.
  */
-@Fluent
+@Immutable
 public final class OpenApiTool extends Tool {
 
     /*
@@ -53,7 +52,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("openapi", this.openApi);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -71,7 +69,6 @@ public static OpenApiTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             OpenApiFunctionDefinition openApi = null;
             ToolType type = ToolType.OPENAPI;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -79,15 +76,12 @@ public static OpenApiTool fromJson(JsonReader jsonReader) throws IOException {
                     openApi = OpenApiFunctionDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             OpenApiTool deserializedOpenApiTool = new OpenApiTool(openApi);
             deserializedOpenApiTool.type = type;
-            deserializedOpenApiTool.toolConfigs = toolConfigs;
             return deserializedOpenApiTool;
         });
     }
@@ -107,38 +101,4 @@ public static OpenApiTool fromJson(JsonReader jsonReader) throws IOException {
     public OpenApiFunctionDefinition getOpenApi() {
         return this.openApi;
     }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the OpenApiTool object itself.
-     */
-    @Generated
-    public OpenApiTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
new file mode 100644
index 000000000000..a674c02bc740
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
@@ -0,0 +1,152 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * An OpenAPI tool stored in a toolbox.
+ */
+@Fluent
+public final class OpenApiToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.OPENAPI;
+
+    /*
+     * The openapi function definition.
+     */
+    @Generated
+    private final OpenApiFunctionDefinition openApi;
+
+    /**
+     * Creates an instance of OpenApiToolboxTool class.
+     * 
+     * @param openApi the openApi value to set.
+     */
+    @Generated
+    public OpenApiToolboxTool(OpenApiFunctionDefinition openApi) {
+        this.openApi = openApi;
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the openApi property: The openapi function definition.
+     * 
+     * @return the openApi value.
+     */
+    @Generated
+    public OpenApiFunctionDefinition getOpenApi() {
+        return this.openApi;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public OpenApiToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public OpenApiToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public OpenApiToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("openapi", this.openApi);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OpenApiToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OpenApiToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OpenApiToolboxTool.
+     */
+    @Generated
+    public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
+            OpenApiFunctionDefinition openApi = null;
+            ToolboxToolType type = ToolboxToolType.OPENAPI;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                } else if ("openapi".equals(fieldName)) {
+                    openApi = OpenApiFunctionDefinition.fromJson(reader);
+                } else if ("type".equals(fieldName)) {
+                    type = ToolboxToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            OpenApiToolboxTool deserializedOpenApiToolboxTool = new OpenApiToolboxTool(openApi);
+            deserializedOpenApiToolboxTool.setName(name);
+            deserializedOpenApiToolboxTool.setDescription(description);
+            deserializedOpenApiToolboxTool.setToolConfigs(toolConfigs);
+            deserializedOpenApiToolboxTool.type = type;
+
+            return deserializedOpenApiToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java
new file mode 100644
index 000000000000..4a404df43ce0
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java
@@ -0,0 +1,363 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.Set;
+
+/**
+ * Per-protocol configuration for the agent endpoint.
+ */
+@Fluent
+public final class ProtocolConfiguration implements JsonSerializable {
+    /*
+     * Configuration for the activity protocol.
+     */
+    @Generated
+    private ActivityProtocolConfiguration activity;
+
+    /*
+     * Configuration for the responses protocol.
+     */
+    @Generated
+    private ResponsesProtocolConfiguration responses;
+
+    /*
+     * Configuration for the A2A protocol.
+     */
+    @Generated
+    private A2AProtocolConfiguration a2a;
+
+    /*
+     * Configuration for the MCP protocol.
+     */
+    @Generated
+    private McpProtocolConfiguration mcp;
+
+    /*
+     * Configuration for the invocations protocol.
+     */
+    @Generated
+    private InvocationsProtocolConfiguration invocations;
+
+    /*
+     * Configuration for the WebSocket-based invocations protocol.
+     */
+    @Generated
+    private InvocationsWsProtocolConfiguration invocationsWs;
+
+    /**
+     * Stores updated model property, the value is property name, not serialized name.
+     */
+    @Generated
+    private final Set updatedProperties = new HashSet<>();
+
+    @Generated
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper.setProtocolConfigurationAccessor(new JsonMergePatchHelper.ProtocolConfigurationAccessor() {
+            @Override
+            public ProtocolConfiguration prepareModelForJsonMergePatch(ProtocolConfiguration model,
+                boolean jsonMergePatchEnabled) {
+                model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                return model;
+            }
+
+            @Override
+            public boolean isJsonMergePatch(ProtocolConfiguration model) {
+                return model.jsonMergePatch;
+            }
+        });
+    }
+
+    /**
+     * Creates an instance of ProtocolConfiguration class.
+     */
+    @Generated
+    public ProtocolConfiguration() {
+    }
+
+    /**
+     * Get the activity property: Configuration for the activity protocol.
+     * 
+     * @return the activity value.
+     */
+    @Generated
+    public ActivityProtocolConfiguration getActivity() {
+        return this.activity;
+    }
+
+    /**
+     * Set the activity property: Configuration for the activity protocol.
+     * 
+     * @param activity the activity value to set.
+     * @return the ProtocolConfiguration object itself.
+     */
+    @Generated
+    public ProtocolConfiguration setActivity(ActivityProtocolConfiguration activity) {
+        this.activity = activity;
+        this.updatedProperties.add("activity");
+        return this;
+    }
+
+    /**
+     * Get the responses property: Configuration for the responses protocol.
+     * 
+     * @return the responses value.
+     */
+    @Generated
+    public ResponsesProtocolConfiguration getResponses() {
+        return this.responses;
+    }
+
+    /**
+     * Set the responses property: Configuration for the responses protocol.
+     * 
+     * @param responses the responses value to set.
+     * @return the ProtocolConfiguration object itself.
+     */
+    @Generated
+    public ProtocolConfiguration setResponses(ResponsesProtocolConfiguration responses) {
+        this.responses = responses;
+        this.updatedProperties.add("responses");
+        return this;
+    }
+
+    /**
+     * Get the a2a property: Configuration for the A2A protocol.
+     * 
+     * @return the a2a value.
+     */
+    @Generated
+    public A2AProtocolConfiguration getA2a() {
+        return this.a2a;
+    }
+
+    /**
+     * Set the a2a property: Configuration for the A2A protocol.
+     * 
+     * @param a2a the a2a value to set.
+     * @return the ProtocolConfiguration object itself.
+     */
+    @Generated
+    public ProtocolConfiguration setA2a(A2AProtocolConfiguration a2a) {
+        this.a2a = a2a;
+        this.updatedProperties.add("a2a");
+        return this;
+    }
+
+    /**
+     * Get the mcp property: Configuration for the MCP protocol.
+     * 
+     * @return the mcp value.
+     */
+    @Generated
+    public McpProtocolConfiguration getMcp() {
+        return this.mcp;
+    }
+
+    /**
+     * Set the mcp property: Configuration for the MCP protocol.
+     * 
+     * @param mcp the mcp value to set.
+     * @return the ProtocolConfiguration object itself.
+     */
+    @Generated
+    public ProtocolConfiguration setMcp(McpProtocolConfiguration mcp) {
+        this.mcp = mcp;
+        this.updatedProperties.add("mcp");
+        return this;
+    }
+
+    /**
+     * Get the invocations property: Configuration for the invocations protocol.
+     * 
+     * @return the invocations value.
+     */
+    @Generated
+    public InvocationsProtocolConfiguration getInvocations() {
+        return this.invocations;
+    }
+
+    /**
+     * Set the invocations property: Configuration for the invocations protocol.
+     * 
+     * @param invocations the invocations value to set.
+     * @return the ProtocolConfiguration object itself.
+     */
+    @Generated
+    public ProtocolConfiguration setInvocations(InvocationsProtocolConfiguration invocations) {
+        this.invocations = invocations;
+        this.updatedProperties.add("invocations");
+        return this;
+    }
+
+    /**
+     * Get the invocationsWs property: Configuration for the WebSocket-based invocations protocol.
+     * 
+     * @return the invocationsWs value.
+     */
+    @Generated
+    public InvocationsWsProtocolConfiguration getInvocationsWs() {
+        return this.invocationsWs;
+    }
+
+    /**
+     * Set the invocationsWs property: Configuration for the WebSocket-based invocations protocol.
+     * 
+     * @param invocationsWs the invocationsWs value to set.
+     * @return the ProtocolConfiguration object itself.
+     */
+    @Generated
+    public ProtocolConfiguration setInvocationsWs(InvocationsWsProtocolConfiguration invocationsWs) {
+        this.invocationsWs = invocationsWs;
+        this.updatedProperties.add("invocationsWs");
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (jsonMergePatch) {
+            return toJsonMergePatch(jsonWriter);
+        } else {
+            jsonWriter.writeStartObject();
+            jsonWriter.writeJsonField("activity", this.activity);
+            jsonWriter.writeJsonField("responses", this.responses);
+            jsonWriter.writeJsonField("a2a", this.a2a);
+            jsonWriter.writeJsonField("mcp", this.mcp);
+            jsonWriter.writeJsonField("invocations", this.invocations);
+            jsonWriter.writeJsonField("invocations_ws", this.invocationsWs);
+            return jsonWriter.writeEndObject();
+        }
+    }
+
+    @Generated
+    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        if (updatedProperties.contains("activity")) {
+            if (this.activity == null) {
+                jsonWriter.writeNullField("activity");
+            } else {
+                JsonMergePatchHelper.getActivityProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.activity, true);
+                jsonWriter.writeJsonField("activity", this.activity);
+                JsonMergePatchHelper.getActivityProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.activity, false);
+            }
+        }
+        if (updatedProperties.contains("responses")) {
+            if (this.responses == null) {
+                jsonWriter.writeNullField("responses");
+            } else {
+                JsonMergePatchHelper.getResponsesProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.responses, true);
+                jsonWriter.writeJsonField("responses", this.responses);
+                JsonMergePatchHelper.getResponsesProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.responses, false);
+            }
+        }
+        if (updatedProperties.contains("a2a")) {
+            if (this.a2a == null) {
+                jsonWriter.writeNullField("a2a");
+            } else {
+                JsonMergePatchHelper.getA2AProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.a2a, true);
+                jsonWriter.writeJsonField("a2a", this.a2a);
+                JsonMergePatchHelper.getA2AProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.a2a, false);
+            }
+        }
+        if (updatedProperties.contains("mcp")) {
+            if (this.mcp == null) {
+                jsonWriter.writeNullField("mcp");
+            } else {
+                JsonMergePatchHelper.getMcpProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.mcp, true);
+                jsonWriter.writeJsonField("mcp", this.mcp);
+                JsonMergePatchHelper.getMcpProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.mcp, false);
+            }
+        }
+        if (updatedProperties.contains("invocations")) {
+            if (this.invocations == null) {
+                jsonWriter.writeNullField("invocations");
+            } else {
+                JsonMergePatchHelper.getInvocationsProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.invocations, true);
+                jsonWriter.writeJsonField("invocations", this.invocations);
+                JsonMergePatchHelper.getInvocationsProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.invocations, false);
+            }
+        }
+        if (updatedProperties.contains("invocationsWs")) {
+            if (this.invocationsWs == null) {
+                jsonWriter.writeNullField("invocations_ws");
+            } else {
+                JsonMergePatchHelper.getInvocationsWsProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.invocationsWs, true);
+                jsonWriter.writeJsonField("invocations_ws", this.invocationsWs);
+                JsonMergePatchHelper.getInvocationsWsProtocolConfigurationAccessor()
+                    .prepareModelForJsonMergePatch(this.invocationsWs, false);
+            }
+        }
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ProtocolConfiguration from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ProtocolConfiguration if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ProtocolConfiguration.
+     */
+    @Generated
+    public static ProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ProtocolConfiguration deserializedProtocolConfiguration = new ProtocolConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("activity".equals(fieldName)) {
+                    deserializedProtocolConfiguration.activity = ActivityProtocolConfiguration.fromJson(reader);
+                } else if ("responses".equals(fieldName)) {
+                    deserializedProtocolConfiguration.responses = ResponsesProtocolConfiguration.fromJson(reader);
+                } else if ("a2a".equals(fieldName)) {
+                    deserializedProtocolConfiguration.a2a = A2AProtocolConfiguration.fromJson(reader);
+                } else if ("mcp".equals(fieldName)) {
+                    deserializedProtocolConfiguration.mcp = McpProtocolConfiguration.fromJson(reader);
+                } else if ("invocations".equals(fieldName)) {
+                    deserializedProtocolConfiguration.invocations = InvocationsProtocolConfiguration.fromJson(reader);
+                } else if ("invocations_ws".equals(fieldName)) {
+                    deserializedProtocolConfiguration.invocationsWs
+                        = InvocationsWsProtocolConfiguration.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedProtocolConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
index 692f1c0d39a9..408017e75b22 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
@@ -9,7 +9,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * A built-in tool that schedules the agent to re-invoke itself after a delay.
@@ -39,14 +38,6 @@ public final class ReminderPreviewTool extends Tool {
     @Generated
     private String description;
 
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
     /**
      * Creates an instance of ReminderPreviewTool class.
      */
@@ -109,32 +100,6 @@ public ReminderPreviewTool setDescription(String description) {
         return this;
     }
 
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the ReminderPreviewTool object itself.
-     */
-    @Generated
-    public ReminderPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -145,7 +110,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("name", this.name);
         jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -170,9 +134,6 @@ public static ReminderPreviewTool fromJson(JsonReader jsonReader) throws IOExcep
                     deserializedReminderPreviewTool.name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     deserializedReminderPreviewTool.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedReminderPreviewTool.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java
new file mode 100644
index 000000000000..20e5f8f7ee5a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java
@@ -0,0 +1,121 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A reminder tool stored in a toolbox.
+ */
+@Fluent
+public final class ReminderPreviewToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.REMINDER_PREVIEW;
+
+    /**
+     * Creates an instance of ReminderPreviewToolboxTool class.
+     */
+    @Generated
+    public ReminderPreviewToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public ReminderPreviewToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public ReminderPreviewToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public ReminderPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ReminderPreviewToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ReminderPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ReminderPreviewToolboxTool.
+     */
+    @Generated
+    public static ReminderPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ReminderPreviewToolboxTool deserializedReminderPreviewToolboxTool = new ReminderPreviewToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    deserializedReminderPreviewToolboxTool.setName(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedReminderPreviewToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedReminderPreviewToolboxTool.setToolConfigs(toolConfigs);
+                } else if ("type".equals(fieldName)) {
+                    deserializedReminderPreviewToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedReminderPreviewToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java
new file mode 100644
index 000000000000..bdf8cfbbf675
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.Set;
+
+/**
+ * Configuration specific to the responses protocol.
+ */
+@Immutable
+public final class ResponsesProtocolConfiguration implements JsonSerializable {
+    /**
+     * Stores updated model property, the value is property name, not serialized name.
+     */
+    @Generated
+    private final Set updatedProperties = new HashSet<>();
+
+    @Generated
+    private boolean jsonMergePatch;
+
+    @Generated
+    private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
+        this.jsonMergePatch = jsonMergePatch;
+    }
+
+    static {
+        JsonMergePatchHelper.setResponsesProtocolConfigurationAccessor(
+            new JsonMergePatchHelper.ResponsesProtocolConfigurationAccessor() {
+                @Override
+                public ResponsesProtocolConfiguration
+                    prepareModelForJsonMergePatch(ResponsesProtocolConfiguration model, boolean jsonMergePatchEnabled) {
+                    model.serializeAsJsonMergePatch(jsonMergePatchEnabled);
+                    return model;
+                }
+
+                @Override
+                public boolean isJsonMergePatch(ResponsesProtocolConfiguration model) {
+                    return model.jsonMergePatch;
+                }
+            });
+    }
+
+    /**
+     * Creates an instance of ResponsesProtocolConfiguration class.
+     */
+    @Generated
+    public ResponsesProtocolConfiguration() {
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (jsonMergePatch) {
+            return toJsonMergePatch(jsonWriter);
+        } else {
+            jsonWriter.writeStartObject();
+            return jsonWriter.writeEndObject();
+        }
+    }
+
+    @Generated
+    private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ResponsesProtocolConfiguration from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ResponsesProtocolConfiguration if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ResponsesProtocolConfiguration.
+     */
+    @Generated
+    public static ResponsesProtocolConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ResponsesProtocolConfiguration deserializedResponsesProtocolConfiguration
+                = new ResponsesProtocolConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                reader.skipChildren();
+            }
+
+            return deserializedResponsesProtocolConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java
index 4c4e1ee37649..6cdc2f1101d0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * The input definition information for a sharepoint tool as used to configure an agent.
  */
-@Fluent
+@Immutable
 public final class SharepointPreviewTool extends Tool {
 
     /*
@@ -69,9 +68,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("sharepoint_grounding_preview", this.sharepointGroundingPreview);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -89,9 +85,6 @@ public static SharepointPreviewTool fromJson(JsonReader jsonReader) throws IOExc
         return jsonReader.readObject(reader -> {
             SharepointGroundingToolParameters sharepointGroundingPreview = null;
             ToolType type = ToolType.SHAREPOINT_GROUNDING_PREVIEW;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -99,12 +92,6 @@ public static SharepointPreviewTool fromJson(JsonReader jsonReader) throws IOExc
                     sharepointGroundingPreview = SharepointGroundingToolParameters.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -112,100 +99,7 @@ public static SharepointPreviewTool fromJson(JsonReader jsonReader) throws IOExc
             SharepointPreviewTool deserializedSharepointPreviewTool
                 = new SharepointPreviewTool(sharepointGroundingPreview);
             deserializedSharepointPreviewTool.type = type;
-            deserializedSharepointPreviewTool.name = name;
-            deserializedSharepointPreviewTool.description = description;
-            deserializedSharepointPreviewTool.toolConfigs = toolConfigs;
             return deserializedSharepointPreviewTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the SharepointPreviewTool object itself.
-     */
-    @Generated
-    public SharepointPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the SharepointPreviewTool object itself.
-     */
-    @Generated
-    public SharepointPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the SharepointPreviewTool object itself.
-     */
-    @Generated
-    public SharepointPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index 29fb7f7aa387..d30c115ef611 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -103,22 +103,20 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                     return FabricIqPreviewTool.fromJson(readerToUse.reset());
                 } else if ("memory_search_preview".equals(discriminatorValue)) {
                     return MemorySearchPreviewTool.fromJson(readerToUse.reset());
-                } else if ("toolbox_search_preview".equals(discriminatorValue)) {
-                    return ToolboxSearchPreviewTool.fromJson(readerToUse.reset());
                 } else if ("reminder_preview".equals(discriminatorValue)) {
                     return ReminderPreviewTool.fromJson(readerToUse.reset());
                 } else if ("code_interpreter".equals(discriminatorValue)) {
                     return CodeInterpreterTool.fromJson(readerToUse.reset());
-                } else if ("function".equals(discriminatorValue)) {
-                    return FunctionTool.fromJson(readerToUse.reset());
                 } else if ("file_search".equals(discriminatorValue)) {
                     return FileSearchTool.fromJson(readerToUse.reset());
-                } else if ("computer_use_preview".equals(discriminatorValue)) {
-                    return ComputerUsePreviewTool.fromJson(readerToUse.reset());
                 } else if ("web_search".equals(discriminatorValue)) {
                     return WebSearchTool.fromJson(readerToUse.reset());
                 } else if ("mcp".equals(discriminatorValue)) {
                     return McpTool.fromJson(readerToUse.reset());
+                } else if ("function".equals(discriminatorValue)) {
+                    return FunctionTool.fromJson(readerToUse.reset());
+                } else if ("computer_use_preview".equals(discriminatorValue)) {
+                    return ComputerUsePreviewTool.fromJson(readerToUse.reset());
                 } else if ("image_generation".equals(discriminatorValue)) {
                     return ImageGenTool.fromJson(readerToUse.reset());
                 } else if ("local_shell".equals(discriminatorValue)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java
deleted file mode 100644
index 164671968aed..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java
+++ /dev/null
@@ -1,181 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.Map;
-
-/**
- * A tool for searching over the agent's toolbox.
- * When present, deferred tools are hidden from `tools/list` and only
- * discoverable via `search_tools` queries at runtime.
- */
-@Fluent
-public final class ToolboxSearchPreviewTool extends Tool {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private ToolType type = ToolType.TOOLBOX_SEARCH_PREVIEW;
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Creates an instance of ToolboxSearchPreviewTool class.
-     */
-    @Generated
-    public ToolboxSearchPreviewTool() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public ToolType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the ToolboxSearchPreviewTool object itself.
-     */
-    @Generated
-    public ToolboxSearchPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the ToolboxSearchPreviewTool object itself.
-     */
-    @Generated
-    public ToolboxSearchPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of ToolboxSearchPreviewTool from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of ToolboxSearchPreviewTool if the JsonReader was pointing to an instance of it, or null if
-     * it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the ToolboxSearchPreviewTool.
-     */
-    @Generated
-    public static ToolboxSearchPreviewTool fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            ToolboxSearchPreviewTool deserializedToolboxSearchPreviewTool = new ToolboxSearchPreviewTool();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedToolboxSearchPreviewTool.type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedToolboxSearchPreviewTool.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedToolboxSearchPreviewTool.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedToolboxSearchPreviewTool.toolConfigs = toolConfigs;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedToolboxSearchPreviewTool;
-        });
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the ToolboxSearchPreviewTool object itself.
-     */
-    @Generated
-    public ToolboxSearchPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java
new file mode 100644
index 000000000000..5af32cc0b59a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java
@@ -0,0 +1,122 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A toolbox search tool stored in a toolbox.
+ */
+@Fluent
+public final class ToolboxSearchPreviewToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.TOOLBOX_SEARCH_PREVIEW;
+
+    /**
+     * Creates an instance of ToolboxSearchPreviewToolboxTool class.
+     */
+    @Generated
+    public ToolboxSearchPreviewToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public ToolboxSearchPreviewToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public ToolboxSearchPreviewToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public ToolboxSearchPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ToolboxSearchPreviewToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ToolboxSearchPreviewToolboxTool if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ToolboxSearchPreviewToolboxTool.
+     */
+    @Generated
+    public static ToolboxSearchPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ToolboxSearchPreviewToolboxTool deserializedToolboxSearchPreviewToolboxTool
+                = new ToolboxSearchPreviewToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    deserializedToolboxSearchPreviewToolboxTool.setName(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedToolboxSearchPreviewToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedToolboxSearchPreviewToolboxTool.setToolConfigs(toolConfigs);
+                } else if ("type".equals(fieldName)) {
+                    deserializedToolboxSearchPreviewToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedToolboxSearchPreviewToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java
new file mode 100644
index 000000000000..3f6c2ebad32e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java
@@ -0,0 +1,229 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * An abstract representation of a tool stored in a toolbox.
+ */
+@Fluent
+public class ToolboxTool implements JsonSerializable {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type;
+
+    /*
+     * Optional user-defined name for this tool or configuration.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Optional user-defined description for this tool or configuration.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Creates an instance of ToolboxTool class.
+     */
+    @Generated
+    public ToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: Optional user-defined name for this tool or configuration.
+     * 
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Optional user-defined name for this tool or configuration.
+     * 
+     * @param name the name value to set.
+     * @return the ToolboxTool object itself.
+     */
+    @Generated
+    public ToolboxTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Optional user-defined description for this tool or configuration.
+     * 
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Optional user-defined description for this tool or configuration.
+     * 
+     * @param description the description value to set.
+     * @return the ToolboxTool object itself.
+     */
+    @Generated
+    public ToolboxTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     * 
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     * 
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the ToolboxTool object itself.
+     */
+    @Generated
+    public ToolboxTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ToolboxTool.
+     */
+    @Generated
+    public static ToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                readerToUse.nextToken(); // Prepare for reading
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("code_interpreter".equals(discriminatorValue)) {
+                    return CodeInterpreterToolboxTool.fromJson(readerToUse.reset());
+                } else if ("file_search".equals(discriminatorValue)) {
+                    return FileSearchToolboxTool.fromJson(readerToUse.reset());
+                } else if ("web_search".equals(discriminatorValue)) {
+                    return WebSearchToolboxTool.fromJson(readerToUse.reset());
+                } else if ("mcp".equals(discriminatorValue)) {
+                    return MCPToolboxTool.fromJson(readerToUse.reset());
+                } else if ("azure_ai_search".equals(discriminatorValue)) {
+                    return AzureAISearchToolboxTool.fromJson(readerToUse.reset());
+                } else if ("openapi".equals(discriminatorValue)) {
+                    return OpenApiToolboxTool.fromJson(readerToUse.reset());
+                } else if ("a2a_preview".equals(discriminatorValue)) {
+                    return A2APreviewToolboxTool.fromJson(readerToUse.reset());
+                } else if ("browser_automation_preview".equals(discriminatorValue)) {
+                    return BrowserAutomationPreviewToolboxTool.fromJson(readerToUse.reset());
+                } else if ("reminder_preview".equals(discriminatorValue)) {
+                    return ReminderPreviewToolboxTool.fromJson(readerToUse.reset());
+                } else if ("work_iq_preview".equals(discriminatorValue)) {
+                    return WorkIQPreviewToolboxTool.fromJson(readerToUse.reset());
+                } else if ("fabric_iq_preview".equals(discriminatorValue)) {
+                    return FabricIQPreviewToolboxTool.fromJson(readerToUse.reset());
+                } else if ("toolbox_search_preview".equals(discriminatorValue)) {
+                    return ToolboxSearchPreviewToolboxTool.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static ToolboxTool fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ToolboxTool deserializedToolboxTool = new ToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("type".equals(fieldName)) {
+                    deserializedToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedToolboxTool.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedToolboxTool.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedToolboxTool.toolConfigs = toolConfigs;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java
new file mode 100644
index 000000000000..122bec7333a8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java
@@ -0,0 +1,106 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+/**
+ * Supported tool types for tools stored in a toolbox.
+ */
+public enum ToolboxToolType {
+    /**
+     * Enum value code_interpreter.
+     */
+    CODE_INTERPRETER("code_interpreter"),
+
+    /**
+     * Enum value file_search.
+     */
+    FILE_SEARCH("file_search"),
+
+    /**
+     * Enum value web_search.
+     */
+    WEB_SEARCH("web_search"),
+
+    /**
+     * Enum value mcp.
+     */
+    MCP("mcp"),
+
+    /**
+     * Enum value azure_ai_search.
+     */
+    AZURE_AI_SEARCH("azure_ai_search"),
+
+    /**
+     * Enum value openapi.
+     */
+    OPENAPI("openapi"),
+
+    /**
+     * Enum value a2a_preview.
+     */
+    A2A_PREVIEW("a2a_preview"),
+
+    /**
+     * Enum value browser_automation_preview.
+     */
+    BROWSER_AUTOMATION_PREVIEW("browser_automation_preview"),
+
+    /**
+     * Enum value reminder_preview.
+     */
+    REMINDER_PREVIEW("reminder_preview"),
+
+    /**
+     * Enum value work_iq_preview.
+     */
+    WORK_IQ_PREVIEW("work_iq_preview"),
+
+    /**
+     * Enum value fabric_iq_preview.
+     */
+    FABRIC_IQ_PREVIEW("fabric_iq_preview"),
+
+    /**
+     * Enum value toolbox_search_preview.
+     */
+    TOOLBOX_SEARCH_PREVIEW("toolbox_search_preview");
+
+    /**
+     * The actual serialized value for a ToolboxToolType instance.
+     */
+    private final String value;
+
+    ToolboxToolType(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a ToolboxToolType instance.
+     * 
+     * @param value the serialized value to parse.
+     * @return the parsed ToolboxToolType object, or null if unable to parse.
+     */
+    public static ToolboxToolType fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        ToolboxToolType[] items = ToolboxToolType.values();
+        for (ToolboxToolType item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java
index a37a4a059d19..006d2bb6500f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java
@@ -67,7 +67,7 @@ public final class ToolboxVersionDetails implements JsonSerializable tools;
+    private final List tools;
 
     /*
      * Policy configuration for the toolbox version.
@@ -87,7 +87,7 @@ public final class ToolboxVersionDetails implements JsonSerializable metadata, String id, String name, String version,
-        OffsetDateTime createdAt, List tools) {
+        OffsetDateTime createdAt, List tools) {
         this.metadata = metadata;
         this.id = id;
         this.name = name;
@@ -172,7 +172,7 @@ public OffsetDateTime getCreatedAt() {
      * @return the tools value.
      */
     @Generated
-    public List getTools() {
+    public List getTools() {
         return this.tools;
     }
 
@@ -222,7 +222,7 @@ public static ToolboxVersionDetails fromJson(JsonReader jsonReader) throws IOExc
             String name = null;
             String version = null;
             OffsetDateTime createdAt = null;
-            List tools = null;
+            List tools = null;
             String description = null;
             List skills = null;
             ToolboxPolicies policies = null;
@@ -240,7 +240,7 @@ public static ToolboxVersionDetails fromJson(JsonReader jsonReader) throws IOExc
                 } else if ("created_at".equals(fieldName)) {
                     createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
                 } else if ("tools".equals(fieldName)) {
-                    tools = reader.readArray(reader1 -> Tool.fromJson(reader1));
+                    tools = reader.readArray(reader1 -> ToolboxTool.fromJson(reader1));
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
                 } else if ("skills".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java
index 0ad68f1a29ce..db3b5eb3e9c4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java
@@ -9,7 +9,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * Web search
@@ -176,9 +175,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("user_location", this.userLocation);
         jsonWriter.writeStringField("search_context_size",
             this.searchContextSize == null ? null : this.searchContextSize.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("custom_search_configuration", this.customSearchConfiguration);
         return jsonWriter.writeEndObject();
     }
@@ -207,13 +203,6 @@ public static WebSearchTool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("search_context_size".equals(fieldName)) {
                     deserializedWebSearchTool.searchContextSize
                         = WebSearchToolSearchContextSize.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedWebSearchTool.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedWebSearchTool.description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedWebSearchTool.toolConfigs = toolConfigs;
                 } else if ("custom_search_configuration".equals(fieldName)) {
                     deserializedWebSearchTool.customSearchConfiguration = WebSearchConfiguration.fromJson(reader);
                 } else {
@@ -223,94 +212,4 @@ public static WebSearchTool fromJson(JsonReader jsonReader) throws IOException {
             return deserializedWebSearchTool;
         });
     }
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the WebSearchTool object itself.
-     */
-    @Generated
-    public WebSearchTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the WebSearchTool object itself.
-     */
-    @Generated
-    public WebSearchTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the WebSearchTool object itself.
-     */
-    @Generated
-    public WebSearchTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
new file mode 100644
index 000000000000..498ea11eb4f8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
@@ -0,0 +1,256 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A web search tool stored in a toolbox.
+ */
+@Fluent
+public final class WebSearchToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.WEB_SEARCH;
+
+    /*
+     * The filters property.
+     */
+    @Generated
+    private WebSearchToolFilters filters;
+
+    /*
+     * The user_location property.
+     */
+    @Generated
+    private WebSearchApproximateLocation userLocation;
+
+    /*
+     * High level guidance for the amount of context window space to use for the search. One of `low`, `medium`, or
+     * `high`. `medium` is the default.
+     */
+    @Generated
+    private WebSearchToolSearchContextSize searchContextSize;
+
+    /*
+     * The project connections attached to this tool. There can be a maximum of 1 connection
+     * resource attached to the tool.
+     */
+    @Generated
+    private WebSearchConfiguration customSearchConfiguration;
+
+    /**
+     * Creates an instance of WebSearchToolboxTool class.
+     */
+    @Generated
+    public WebSearchToolboxTool() {
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the filters property: The filters property.
+     * 
+     * @return the filters value.
+     */
+    @Generated
+    public WebSearchToolFilters getFilters() {
+        return this.filters;
+    }
+
+    /**
+     * Set the filters property: The filters property.
+     * 
+     * @param filters the filters value to set.
+     * @return the WebSearchToolboxTool object itself.
+     */
+    @Generated
+    public WebSearchToolboxTool setFilters(WebSearchToolFilters filters) {
+        this.filters = filters;
+        return this;
+    }
+
+    /**
+     * Get the userLocation property: The user_location property.
+     * 
+     * @return the userLocation value.
+     */
+    @Generated
+    public WebSearchApproximateLocation getUserLocation() {
+        return this.userLocation;
+    }
+
+    /**
+     * Set the userLocation property: The user_location property.
+     * 
+     * @param userLocation the userLocation value to set.
+     * @return the WebSearchToolboxTool object itself.
+     */
+    @Generated
+    public WebSearchToolboxTool setUserLocation(WebSearchApproximateLocation userLocation) {
+        this.userLocation = userLocation;
+        return this;
+    }
+
+    /**
+     * Get the searchContextSize property: High level guidance for the amount of context window space to use for the
+     * search. One of `low`, `medium`, or `high`. `medium` is the default.
+     * 
+     * @return the searchContextSize value.
+     */
+    @Generated
+    public WebSearchToolSearchContextSize getSearchContextSize() {
+        return this.searchContextSize;
+    }
+
+    /**
+     * Set the searchContextSize property: High level guidance for the amount of context window space to use for the
+     * search. One of `low`, `medium`, or `high`. `medium` is the default.
+     * 
+     * @param searchContextSize the searchContextSize value to set.
+     * @return the WebSearchToolboxTool object itself.
+     */
+    @Generated
+    public WebSearchToolboxTool setSearchContextSize(WebSearchToolSearchContextSize searchContextSize) {
+        this.searchContextSize = searchContextSize;
+        return this;
+    }
+
+    /**
+     * Get the customSearchConfiguration property: The project connections attached to this tool. There can be a maximum
+     * of 1 connection
+     * resource attached to the tool.
+     * 
+     * @return the customSearchConfiguration value.
+     */
+    @Generated
+    public WebSearchConfiguration getCustomSearchConfiguration() {
+        return this.customSearchConfiguration;
+    }
+
+    /**
+     * Set the customSearchConfiguration property: The project connections attached to this tool. There can be a maximum
+     * of 1 connection
+     * resource attached to the tool.
+     * 
+     * @param customSearchConfiguration the customSearchConfiguration value to set.
+     * @return the WebSearchToolboxTool object itself.
+     */
+    @Generated
+    public WebSearchToolboxTool setCustomSearchConfiguration(WebSearchConfiguration customSearchConfiguration) {
+        this.customSearchConfiguration = customSearchConfiguration;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public WebSearchToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public WebSearchToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public WebSearchToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeJsonField("filters", this.filters);
+        jsonWriter.writeJsonField("user_location", this.userLocation);
+        jsonWriter.writeStringField("search_context_size",
+            this.searchContextSize == null ? null : this.searchContextSize.toString());
+        jsonWriter.writeJsonField("custom_search_configuration", this.customSearchConfiguration);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of WebSearchToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of WebSearchToolboxTool if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the WebSearchToolboxTool.
+     */
+    @Generated
+    public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            WebSearchToolboxTool deserializedWebSearchToolboxTool = new WebSearchToolboxTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.setName(reader.getString());
+                } else if ("description".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedWebSearchToolboxTool.setToolConfigs(toolConfigs);
+                } else if ("type".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.type = ToolboxToolType.fromString(reader.getString());
+                } else if ("filters".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.filters = WebSearchToolFilters.fromJson(reader);
+                } else if ("user_location".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.userLocation = WebSearchApproximateLocation.fromJson(reader);
+                } else if ("search_context_size".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.searchContextSize
+                        = WebSearchToolSearchContextSize.fromString(reader.getString());
+                } else if ("custom_search_configuration".equals(fieldName)) {
+                    deserializedWebSearchToolboxTool.customSearchConfiguration
+                        = WebSearchConfiguration.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+
+            return deserializedWebSearchToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java
new file mode 100644
index 000000000000..5ce3dbe7af6f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java
@@ -0,0 +1,153 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A WorkIQ tool stored in a toolbox.
+ */
+@Fluent
+public final class WorkIQPreviewToolboxTool extends ToolboxTool {
+    /*
+     * The type of tool.
+     */
+    @Generated
+    private ToolboxToolType type = ToolboxToolType.WORK_IQ_PREVIEW;
+
+    /*
+     * The ID of the WorkIQ project connection.
+     */
+    @Generated
+    private final String projectConnectionId;
+
+    /**
+     * Creates an instance of WorkIQPreviewToolboxTool class.
+     * 
+     * @param projectConnectionId the projectConnectionId value to set.
+     */
+    @Generated
+    public WorkIQPreviewToolboxTool(String projectConnectionId) {
+        this.projectConnectionId = projectConnectionId;
+    }
+
+    /**
+     * Get the type property: The type of tool.
+     * 
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolboxToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the projectConnectionId property: The ID of the WorkIQ project connection.
+     * 
+     * @return the projectConnectionId value.
+     */
+    @Generated
+    public String getProjectConnectionId() {
+        return this.projectConnectionId;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public WorkIQPreviewToolboxTool setName(String name) {
+        super.setName(name);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public WorkIQPreviewToolboxTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public WorkIQPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+        super.setToolConfigs(toolConfigs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", getName());
+        jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of WorkIQPreviewToolboxTool from the JsonReader.
+     * 
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of WorkIQPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the WorkIQPreviewToolboxTool.
+     */
+    @Generated
+    public static WorkIQPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
+            String projectConnectionId = null;
+            ToolboxToolType type = ToolboxToolType.WORK_IQ_PREVIEW;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                } else if ("project_connection_id".equals(fieldName)) {
+                    projectConnectionId = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = ToolboxToolType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            WorkIQPreviewToolboxTool deserializedWorkIQPreviewToolboxTool
+                = new WorkIQPreviewToolboxTool(projectConnectionId);
+            deserializedWorkIQPreviewToolboxTool.setName(name);
+            deserializedWorkIQPreviewToolboxTool.setDescription(description);
+            deserializedWorkIQPreviewToolboxTool.setToolConfigs(toolConfigs);
+            deserializedWorkIQPreviewToolboxTool.type = type;
+
+            return deserializedWorkIQPreviewToolboxTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java
index 98bec0c07a81..d5424eabd204 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java
@@ -3,18 +3,17 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.Map;
 
 /**
  * A WorkIQ server-side tool.
  */
-@Fluent
+@Immutable
 public final class WorkIqPreviewTool extends Tool {
 
     /*
@@ -23,18 +22,6 @@ public final class WorkIqPreviewTool extends Tool {
     @Generated
     private ToolType type = ToolType.WORK_IQ_PREVIEW;
 
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
     /**
      * Get the type property: The type property.
      *
@@ -46,50 +33,6 @@ public ToolType getType() {
         return this.type;
     }
 
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the WorkIqPreviewTool object itself.
-     */
-    @Generated
-    public WorkIqPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the WorkIqPreviewTool object itself.
-     */
-    @Generated
-    public WorkIqPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -99,9 +42,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -119,9 +59,6 @@ public static WorkIqPreviewTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             String projectConnectionId = null;
             ToolType type = ToolType.WORK_IQ_PREVIEW;
-            String name = null;
-            String description = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -129,21 +66,12 @@ public static WorkIqPreviewTool fromJson(JsonReader jsonReader) throws IOExcepti
                     projectConnectionId = reader.getString();
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             WorkIqPreviewTool deserializedWorkIqPreviewTool = new WorkIqPreviewTool(projectConnectionId);
             deserializedWorkIqPreviewTool.type = type;
-            deserializedWorkIqPreviewTool.name = name;
-            deserializedWorkIqPreviewTool.description = description;
-            deserializedWorkIqPreviewTool.toolConfigs = toolConfigs;
             return deserializedWorkIqPreviewTool;
         });
     }
@@ -173,38 +101,4 @@ public WorkIqPreviewTool(String projectConnectionId) {
     public String getProjectConnectionId() {
         return this.projectConnectionId;
     }
-
-    /*
-     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
-
-    /**
-     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
-     * Resolution order: exact tool name match takes priority over `*`.
-     * Unknown tool names are silently ignored at runtime.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the WorkIqPreviewTool object itself.
-     */
-    @Generated
-    public WorkIqPreviewTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index b661b6c4a09d..3271ed9ebf73 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"6a0919090ce5","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsAsyncClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsAsyncClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCode":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.a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sionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 749746d3e6e8..7a53370db880 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: f73d8a7208d8a549b571efa8aedb5d965aec5d38
+commit: 0d066a407b1de9d5811c7b2128b66013e6bdef07
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
index 6e9a012d7702..b0e542bf2d9d 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
@@ -341,6 +341,9 @@ public Mono> deleteRoutineWithResponse(String routineName, Reques
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
+     *     trigger_event_payload (Optional): {
+     *         String: BinaryData (Required)
+     *     }
      *     attempt_source: String(event_fire/manual_dispatch/queued_dispatch/schedule_delivery/timer_delivery) (Optional)
      *     action_type: String(invoke_agent_responses_api/invoke_agent_invocations_api) (Optional)
      *     agent_id: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
index a4459248e9ba..06e09e6c211f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
@@ -331,6 +331,9 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
+     *     trigger_event_payload (Optional): {
+     *         String: BinaryData (Required)
+     *     }
      *     attempt_source: String(event_fire/manual_dispatch/queued_dispatch/schedule_delivery/timer_delivery) (Optional)
      *     action_type: String(invoke_agent_responses_api/invoke_agent_invocations_api) (Optional)
      *     agent_id: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
index a9cf408a172e..8b5e415094ed 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
@@ -914,6 +914,9 @@ public Response deleteRoutineWithResponse(String routineName, RequestOptio
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
+     *     trigger_event_payload (Optional): {
+     *         String: BinaryData (Required)
+     *     }
      *     attempt_source: String(event_fire/manual_dispatch/queued_dispatch/schedule_delivery/timer_delivery) (Optional)
      *     action_type: String(invoke_agent_responses_api/invoke_agent_invocations_api) (Optional)
      *     agent_id: String (Optional)
@@ -984,6 +987,9 @@ private Mono> listRoutineRunsSinglePageAsync(String ro
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
+     *     trigger_event_payload (Optional): {
+     *         String: BinaryData (Required)
+     *     }
      *     attempt_source: String(event_fire/manual_dispatch/queued_dispatch/schedule_delivery/timer_delivery) (Optional)
      *     action_type: String(invoke_agent_responses_api/invoke_agent_invocations_api) (Optional)
      *     agent_id: String (Optional)
@@ -1047,6 +1053,9 @@ public PagedFlux listRoutineRunsAsync(String routineName, RequestOpt
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
+     *     trigger_event_payload (Optional): {
+     *         String: BinaryData (Required)
+     *     }
      *     attempt_source: String(event_fire/manual_dispatch/queued_dispatch/schedule_delivery/timer_delivery) (Optional)
      *     action_type: String(invoke_agent_responses_api/invoke_agent_invocations_api) (Optional)
      *     agent_id: String (Optional)
@@ -1114,6 +1123,9 @@ private PagedResponse listRoutineRunsSinglePage(String routineName,
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
+     *     trigger_event_payload (Optional): {
+     *         String: BinaryData (Required)
+     *     }
      *     attempt_source: String(event_fire/manual_dispatch/queued_dispatch/schedule_delivery/timer_delivery) (Optional)
      *     action_type: String(invoke_agent_responses_api/invoke_agent_invocations_api) (Optional)
      *     agent_id: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
index 670a4c0d06c5..e71e832e3015 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
@@ -6,6 +6,7 @@
 import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
@@ -14,6 +15,7 @@
 import java.time.Instant;
 import java.time.OffsetDateTime;
 import java.time.ZoneOffset;
+import java.util.Map;
 
 /**
  * A single routine run returned from the run history API.
@@ -282,6 +284,13 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("phase", this.phase == null ? null : this.phase.toString());
         jsonWriter.writeStringField("trigger_type", this.triggerType == null ? null : this.triggerType.toString());
         jsonWriter.writeStringField("trigger_name", this.triggerName);
+        jsonWriter.writeMapField("trigger_event_payload", this.triggerEventPayload, (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                element.writeTo(writer);
+            }
+        });
         jsonWriter.writeStringField("attempt_source",
             this.attemptSource == null ? null : this.attemptSource.toString());
         jsonWriter.writeStringField("action_type", this.actionType == null ? null : this.actionType.toString());
@@ -329,6 +338,10 @@ public static RoutineRun fromJson(JsonReader jsonReader) throws IOException {
                     deserializedRoutineRun.triggerType = RoutineTriggerType.fromString(reader.getString());
                 } else if ("trigger_name".equals(fieldName)) {
                     deserializedRoutineRun.triggerName = reader.getString();
+                } else if ("trigger_event_payload".equals(fieldName)) {
+                    Map triggerEventPayload = reader.readMap(reader1 -> reader1
+                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                    deserializedRoutineRun.triggerEventPayload = triggerEventPayload;
                 } else if ("attempt_source".equals(fieldName)) {
                     deserializedRoutineRun.attemptSource = RoutineAttemptSource.fromString(reader.getString());
                 } else if ("action_type".equals(fieldName)) {
@@ -492,4 +505,21 @@ public OffsetDateTime getScheduledFireAt() {
     public Integer getErrorStatusCode() {
         return this.errorStatusCode;
     }
+
+    /*
+     * The event payload captured from the event that triggered the routine attempt, when available.
+     */
+    @Generated
+    private Map triggerEventPayload;
+
+    /**
+     * Get the triggerEventPayload property: The event payload captured from the event that triggered the routine
+     * attempt, when available.
+     *
+     * @return the triggerEventPayload value.
+     */
+    @Generated
+    public Map getTriggerEventPayload() {
+        return this.triggerEventPayload;
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 91d0c70bc63d..d0648c25f30a 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 5a87d4359780..620bf5bc4e4d 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: f73d8a7208d8a549b571efa8aedb5d965aec5d38
+commit: 0d066a407b1de9d5811c7b2128b66013e6bdef07
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From d22e1a4518fa6d0a95b7eb1af92bcfdb4d2d8504 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 25 Jun 2026 19:44:28 -0700
Subject: [PATCH 19/45] toolbox renames

---
 .../agents/models/A2APreviewToolboxTool.java  | 24 +++--
 .../models/A2AProtocolConfiguration.java      |  7 +-
 .../models/ActivityProtocolConfiguration.java | 11 ++-
 .../models/AzureAISearchToolboxTool.java      | 12 ++-
 .../BotServiceTenantAuthorizationScheme.java  |  8 +-
 .../BrowserAutomationPreviewToolboxTool.java  | 12 ++-
 .../models/CodeInterpreterToolboxTool.java    | 12 ++-
 ...l.java => FabricIqPreviewToolboxTool.java} | 52 +++++------
 .../agents/models/FileSearchToolboxTool.java  | 24 +++--
 .../ai/agents/models/FunctionToolParam.java   | 28 +++---
 .../InvocationsProtocolConfiguration.java     |  7 +-
 .../InvocationsWsProtocolConfiguration.java   |  7 +-
 .../models/McpProtocolConfiguration.java      |  7 +-
 ...CPToolboxTool.java => McpToolboxTool.java} | 88 +++++++++----------
 .../ai/agents/models/NamespaceToolParam.java  | 28 +++---
 .../ai/agents/models/OpenApiToolboxTool.java  | 12 ++-
 .../agents/models/ProtocolConfiguration.java  | 31 ++++---
 .../models/ReminderPreviewToolboxTool.java    |  8 +-
 .../ResponsesProtocolConfiguration.java       |  7 +-
 .../ToolboxSearchPreviewToolboxTool.java      |  8 +-
 .../azure/ai/agents/models/ToolboxTool.java   | 29 +++---
 .../agents/models/WebSearchToolboxTool.java   | 24 +++--
 ...ool.java => WorkIqPreviewToolboxTool.java} | 34 +++----
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 25 files changed, 229 insertions(+), 255 deletions(-)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{FabricIQPreviewToolboxTool.java => FabricIqPreviewToolboxTool.java} (82%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{MCPToolboxTool.java => McpToolboxTool.java} (86%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{WorkIQPreviewToolboxTool.java => WorkIqPreviewToolboxTool.java} (79%)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java
index 1fab195e73d9..3a41d946d56f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2APreviewToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class A2APreviewToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -60,7 +60,7 @@ public A2APreviewToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -71,7 +71,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the baseUrl property: Base URL of the agent.
-     * 
+     *
      * @return the baseUrl value.
      */
     @Generated
@@ -81,7 +81,7 @@ public String getBaseUrl() {
 
     /**
      * Set the baseUrl property: Base URL of the agent.
-     * 
+     *
      * @param baseUrl the baseUrl value to set.
      * @return the A2APreviewToolboxTool object itself.
      */
@@ -94,7 +94,7 @@ public A2APreviewToolboxTool setBaseUrl(String baseUrl) {
     /**
      * Get the agentCardPath property: The path to the agent card relative to the `base_url`.
      * If not provided, defaults to `/.well-known/agent-card.json`.
-     * 
+     *
      * @return the agentCardPath value.
      */
     @Generated
@@ -105,7 +105,7 @@ public String getAgentCardPath() {
     /**
      * Set the agentCardPath property: The path to the agent card relative to the `base_url`.
      * If not provided, defaults to `/.well-known/agent-card.json`.
-     * 
+     *
      * @param agentCardPath the agentCardPath value to set.
      * @return the A2APreviewToolboxTool object itself.
      */
@@ -118,7 +118,7 @@ public A2APreviewToolboxTool setAgentCardPath(String agentCardPath) {
     /**
      * Get the projectConnectionId property: The connection ID in the project for the A2A server.
      * The connection stores authentication and other connection details needed to connect to the A2A server.
-     * 
+     *
      * @return the projectConnectionId value.
      */
     @Generated
@@ -129,7 +129,7 @@ public String getProjectConnectionId() {
     /**
      * Set the projectConnectionId property: The connection ID in the project for the A2A server.
      * The connection stores authentication and other connection details needed to connect to the A2A server.
-     * 
+     *
      * @param projectConnectionId the projectConnectionId value to set.
      * @return the A2APreviewToolboxTool object itself.
      */
@@ -143,7 +143,7 @@ public A2APreviewToolboxTool setProjectConnectionId(String projectConnectionId)
      * Get the sendCredentialsForAgentCard property: When `true`, Foundry sends its credentials when fetching the remote
      * agent's Agent Card. The service defaults to `false` if a value is not
      * specified by the caller (anonymous fetch).
-     * 
+     *
      * @return the sendCredentialsForAgentCard value.
      */
     @Generated
@@ -155,7 +155,7 @@ public Boolean isSendCredentialsForAgentCard() {
      * Set the sendCredentialsForAgentCard property: When `true`, Foundry sends its credentials when fetching the remote
      * agent's Agent Card. The service defaults to `false` if a value is not
      * specified by the caller (anonymous fetch).
-     * 
+     *
      * @param sendCredentialsForAgentCard the sendCredentialsForAgentCard value to set.
      * @return the A2APreviewToolboxTool object itself.
      */
@@ -215,7 +215,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of A2APreviewToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of A2APreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if it
      * was pointing to JSON null.
@@ -228,7 +228,6 @@ public static A2APreviewToolboxTool fromJson(JsonReader jsonReader) throws IOExc
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     deserializedA2APreviewToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
@@ -251,7 +250,6 @@ public static A2APreviewToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                     reader.skipChildren();
                 }
             }
-
             return deserializedA2APreviewToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java
index 1712e6cb0bb5..e9355e3c5a66 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/A2AProtocolConfiguration.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -20,6 +19,7 @@
  */
 @Immutable
 public final class A2AProtocolConfiguration implements JsonSerializable {
+
     /**
      * Stores updated model property, the value is property name, not serialized name.
      */
@@ -37,6 +37,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
     static {
         JsonMergePatchHelper
             .setA2AProtocolConfigurationAccessor(new JsonMergePatchHelper.A2AProtocolConfigurationAccessor() {
+
                 @Override
                 public A2AProtocolConfiguration prepareModelForJsonMergePatch(A2AProtocolConfiguration model,
                     boolean jsonMergePatchEnabled) {
@@ -80,7 +81,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of A2AProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of A2AProtocolConfiguration if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -93,10 +94,8 @@ public static A2AProtocolConfiguration fromJson(JsonReader jsonReader) throws IO
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 reader.skipChildren();
             }
-
             return deserializedA2AProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java
index d6f94b09e8d6..985c6bc9d460 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ActivityProtocolConfiguration.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -20,6 +19,7 @@
  */
 @Fluent
 public final class ActivityProtocolConfiguration implements JsonSerializable {
+
     /*
      * Whether to enable the M365 public endpoint for the activity protocol.
      */
@@ -43,6 +43,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
     static {
         JsonMergePatchHelper
             .setActivityProtocolConfigurationAccessor(new JsonMergePatchHelper.ActivityProtocolConfigurationAccessor() {
+
                 @Override
                 public ActivityProtocolConfiguration prepareModelForJsonMergePatch(ActivityProtocolConfiguration model,
                     boolean jsonMergePatchEnabled) {
@@ -66,7 +67,7 @@ public ActivityProtocolConfiguration() {
 
     /**
      * Get the enableM365PublicEndpoint property: Whether to enable the M365 public endpoint for the activity protocol.
-     * 
+     *
      * @return the enableM365PublicEndpoint value.
      */
     @Generated
@@ -76,7 +77,7 @@ public Boolean isEnableM365PublicEndpoint() {
 
     /**
      * Set the enableM365PublicEndpoint property: Whether to enable the M365 public endpoint for the activity protocol.
-     * 
+     *
      * @param enableM365PublicEndpoint the enableM365PublicEndpoint value to set.
      * @return the ActivityProtocolConfiguration object itself.
      */
@@ -117,7 +118,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ActivityProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ActivityProtocolConfiguration if the JsonReader was pointing to an instance of it, or null
      * if it was pointing to JSON null.
@@ -131,7 +132,6 @@ public static ActivityProtocolConfiguration fromJson(JsonReader jsonReader) thro
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("enable_m365_public_endpoint".equals(fieldName)) {
                     deserializedActivityProtocolConfiguration.enableM365PublicEndpoint
                         = reader.getNullable(JsonReader::getBoolean);
@@ -139,7 +139,6 @@ public static ActivityProtocolConfiguration fromJson(JsonReader jsonReader) thro
                     reader.skipChildren();
                 }
             }
-
             return deserializedActivityProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
index ab5ddff63f0b..92ac7c4ae6b0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class AzureAISearchToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -31,7 +31,7 @@ public final class AzureAISearchToolboxTool extends ToolboxTool {
 
     /**
      * Creates an instance of AzureAISearchToolboxTool class.
-     * 
+     *
      * @param azureAISearch the azureAISearch value to set.
      */
     @Generated
@@ -41,7 +41,7 @@ public AzureAISearchToolboxTool(AzureAISearchToolResource azureAISearch) {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -52,7 +52,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the azureAISearch property: The azure ai search index resource.
-     * 
+     *
      * @return the azureAISearch value.
      */
     @Generated
@@ -107,7 +107,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of AzureAISearchToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of AzureAISearchToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -125,7 +125,6 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
@@ -145,7 +144,6 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
             deserializedAzureAISearchToolboxTool.setDescription(description);
             deserializedAzureAISearchToolboxTool.setToolConfigs(toolConfigs);
             deserializedAzureAISearchToolboxTool.type = type;
-
             return deserializedAzureAISearchToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java
index dfa0c935207b..b82881ca4645 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceTenantAuthorizationScheme.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -19,6 +18,7 @@
  */
 @Immutable
 public final class BotServiceTenantAuthorizationScheme extends AgentEndpointAuthorizationScheme {
+
     /*
      * The type property.
      */
@@ -40,7 +40,7 @@ public BotServiceTenantAuthorizationScheme() {
 
     /**
      * Get the type property: The type property.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -73,7 +73,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of BotServiceTenantAuthorizationScheme from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of BotServiceTenantAuthorizationScheme if the JsonReader was pointing to an instance of it,
      * or null if it was pointing to JSON null.
@@ -87,7 +87,6 @@ public static BotServiceTenantAuthorizationScheme fromJson(JsonReader jsonReader
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("type".equals(fieldName)) {
                     deserializedBotServiceTenantAuthorizationScheme.type
                         = AgentEndpointAuthorizationSchemeType.fromString(reader.getString());
@@ -95,7 +94,6 @@ public static BotServiceTenantAuthorizationScheme fromJson(JsonReader jsonReader
                     reader.skipChildren();
                 }
             }
-
             return deserializedBotServiceTenantAuthorizationScheme;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
index a6f52a8ff982..3f76ce57039c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class BrowserAutomationPreviewToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -31,7 +31,7 @@ public final class BrowserAutomationPreviewToolboxTool extends ToolboxTool {
 
     /**
      * Creates an instance of BrowserAutomationPreviewToolboxTool class.
-     * 
+     *
      * @param browserAutomationPreview the browserAutomationPreview value to set.
      */
     @Generated
@@ -41,7 +41,7 @@ public BrowserAutomationPreviewToolboxTool(BrowserAutomationToolParameters brows
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -52,7 +52,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the browserAutomationPreview property: The Browser Automation Tool parameters.
-     * 
+     *
      * @return the browserAutomationPreview value.
      */
     @Generated
@@ -107,7 +107,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of BrowserAutomationPreviewToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of BrowserAutomationPreviewToolboxTool if the JsonReader was pointing to an instance of it,
      * or null if it was pointing to JSON null.
@@ -125,7 +125,6 @@ public static BrowserAutomationPreviewToolboxTool fromJson(JsonReader jsonReader
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
@@ -146,7 +145,6 @@ public static BrowserAutomationPreviewToolboxTool fromJson(JsonReader jsonReader
             deserializedBrowserAutomationPreviewToolboxTool.setDescription(description);
             deserializedBrowserAutomationPreviewToolboxTool.setToolConfigs(toolConfigs);
             deserializedBrowserAutomationPreviewToolboxTool.type = type;
-
             return deserializedBrowserAutomationPreviewToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
index b93f722b4a1f..ec0d45c99fe6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -18,6 +17,7 @@
  */
 @Fluent
 public final class CodeInterpreterToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -42,7 +42,7 @@ public CodeInterpreterToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -56,7 +56,7 @@ public ToolboxToolType getType() {
      * specifies uploaded file IDs to make available to your code, along with an
      * optional `memory_limit` setting.
      * If not provided, the service assumes auto.
-     * 
+     *
      * @return the container value.
      */
     @Generated
@@ -69,7 +69,7 @@ public BinaryData getContainer() {
      * specifies uploaded file IDs to make available to your code, along with an
      * optional `memory_limit` setting.
      * If not provided, the service assumes auto.
-     * 
+     *
      * @param container the container value to set.
      * @return the CodeInterpreterToolboxTool object itself.
      */
@@ -129,7 +129,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of CodeInterpreterToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of CodeInterpreterToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -142,7 +142,6 @@ public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
@@ -159,7 +158,6 @@ public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws
                     reader.skipChildren();
                 }
             }
-
             return deserializedCodeInterpreterToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java
similarity index 82%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java
index c6250c4ff739..855cf6e82bfa 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIQPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java
@@ -17,7 +17,7 @@
  * A FabricIQ tool stored in a toolbox.
  */
 @Fluent
-public final class FabricIQPreviewToolboxTool extends ToolboxTool {
+public final class FabricIqPreviewToolboxTool extends ToolboxTool {
     /*
      * The type of tool.
      */
@@ -49,12 +49,12 @@ public final class FabricIQPreviewToolboxTool extends ToolboxTool {
     private BinaryData requireApproval;
 
     /**
-     * Creates an instance of FabricIQPreviewToolboxTool class.
+     * Creates an instance of FabricIqPreviewToolboxTool class.
      * 
      * @param projectConnectionId the projectConnectionId value to set.
      */
     @Generated
-    public FabricIQPreviewToolboxTool(String projectConnectionId) {
+    public FabricIqPreviewToolboxTool(String projectConnectionId) {
         this.projectConnectionId = projectConnectionId;
     }
 
@@ -93,10 +93,10 @@ public String getServerLabel() {
      * Set the serverLabel property: (Optional) The label of the FabricIQ MCP server to connect to.
      * 
      * @param serverLabel the serverLabel value to set.
-     * @return the FabricIQPreviewToolboxTool object itself.
+     * @return the FabricIqPreviewToolboxTool object itself.
      */
     @Generated
-    public FabricIQPreviewToolboxTool setServerLabel(String serverLabel) {
+    public FabricIqPreviewToolboxTool setServerLabel(String serverLabel) {
         this.serverLabel = serverLabel;
         return this;
     }
@@ -117,10 +117,10 @@ public String getServerUrl() {
      * project connection will be used.
      * 
      * @param serverUrl the serverUrl value to set.
-     * @return the FabricIQPreviewToolboxTool object itself.
+     * @return the FabricIqPreviewToolboxTool object itself.
      */
     @Generated
-    public FabricIQPreviewToolboxTool setServerUrl(String serverUrl) {
+    public FabricIqPreviewToolboxTool setServerUrl(String serverUrl) {
         this.serverUrl = serverUrl;
         return this;
     }
@@ -141,10 +141,10 @@ public BinaryData getRequireApproval() {
      * Default is always.
      * 
      * @param requireApproval the requireApproval value to set.
-     * @return the FabricIQPreviewToolboxTool object itself.
+     * @return the FabricIqPreviewToolboxTool object itself.
      */
     @Generated
-    public FabricIQPreviewToolboxTool setRequireApproval(BinaryData requireApproval) {
+    public FabricIqPreviewToolboxTool setRequireApproval(BinaryData requireApproval) {
         this.requireApproval = requireApproval;
         return this;
     }
@@ -154,7 +154,7 @@ public FabricIQPreviewToolboxTool setRequireApproval(BinaryData requireApproval)
      */
     @Generated
     @Override
-    public FabricIQPreviewToolboxTool setName(String name) {
+    public FabricIqPreviewToolboxTool setName(String name) {
         super.setName(name);
         return this;
     }
@@ -164,7 +164,7 @@ public FabricIQPreviewToolboxTool setName(String name) {
      */
     @Generated
     @Override
-    public FabricIQPreviewToolboxTool setDescription(String description) {
+    public FabricIqPreviewToolboxTool setDescription(String description) {
         super.setDescription(description);
         return this;
     }
@@ -174,7 +174,7 @@ public FabricIQPreviewToolboxTool setDescription(String description) {
      */
     @Generated
     @Override
-    public FabricIQPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+    public FabricIqPreviewToolboxTool setToolConfigs(Map toolConfigs) {
         super.setToolConfigs(toolConfigs);
         return this;
     }
@@ -201,16 +201,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of FabricIQPreviewToolboxTool from the JsonReader.
+     * Reads an instance of FabricIqPreviewToolboxTool from the JsonReader.
      * 
      * @param jsonReader The JsonReader being read.
-     * @return An instance of FabricIQPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * @return An instance of FabricIqPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the FabricIQPreviewToolboxTool.
+     * @throws IOException If an error occurs while reading the FabricIqPreviewToolboxTool.
      */
     @Generated
-    public static FabricIQPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+    public static FabricIqPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
@@ -245,17 +245,17 @@ public static FabricIQPreviewToolboxTool fromJson(JsonReader jsonReader) throws
                     reader.skipChildren();
                 }
             }
-            FabricIQPreviewToolboxTool deserializedFabricIQPreviewToolboxTool
-                = new FabricIQPreviewToolboxTool(projectConnectionId);
-            deserializedFabricIQPreviewToolboxTool.setName(name);
-            deserializedFabricIQPreviewToolboxTool.setDescription(description);
-            deserializedFabricIQPreviewToolboxTool.setToolConfigs(toolConfigs);
-            deserializedFabricIQPreviewToolboxTool.type = type;
-            deserializedFabricIQPreviewToolboxTool.serverLabel = serverLabel;
-            deserializedFabricIQPreviewToolboxTool.serverUrl = serverUrl;
-            deserializedFabricIQPreviewToolboxTool.requireApproval = requireApproval;
+            FabricIqPreviewToolboxTool deserializedFabricIqPreviewToolboxTool
+                = new FabricIqPreviewToolboxTool(projectConnectionId);
+            deserializedFabricIqPreviewToolboxTool.setName(name);
+            deserializedFabricIqPreviewToolboxTool.setDescription(description);
+            deserializedFabricIqPreviewToolboxTool.setToolConfigs(toolConfigs);
+            deserializedFabricIqPreviewToolboxTool.type = type;
+            deserializedFabricIqPreviewToolboxTool.serverLabel = serverLabel;
+            deserializedFabricIqPreviewToolboxTool.serverUrl = serverUrl;
+            deserializedFabricIqPreviewToolboxTool.requireApproval = requireApproval;
 
-            return deserializedFabricIQPreviewToolboxTool;
+            return deserializedFabricIqPreviewToolboxTool;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
index 14ab4d2217d2..6685fdb93094 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -19,6 +18,7 @@
  */
 @Fluent
 public final class FileSearchToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -58,7 +58,7 @@ public FileSearchToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -70,7 +70,7 @@ public ToolboxToolType getType() {
     /**
      * Get the maxResults property: The maximum number of results to return. This number should be between 1 and 50
      * inclusive.
-     * 
+     *
      * @return the maxResults value.
      */
     @Generated
@@ -81,7 +81,7 @@ public Long getMaxResults() {
     /**
      * Set the maxResults property: The maximum number of results to return. This number should be between 1 and 50
      * inclusive.
-     * 
+     *
      * @param maxResults the maxResults value to set.
      * @return the FileSearchToolboxTool object itself.
      */
@@ -93,7 +93,7 @@ public FileSearchToolboxTool setMaxResults(Long maxResults) {
 
     /**
      * Get the rankingOptions property: Ranking options for search.
-     * 
+     *
      * @return the rankingOptions value.
      */
     @Generated
@@ -103,7 +103,7 @@ public RankingOptions getRankingOptions() {
 
     /**
      * Set the rankingOptions property: Ranking options for search.
-     * 
+     *
      * @param rankingOptions the rankingOptions value to set.
      * @return the FileSearchToolboxTool object itself.
      */
@@ -115,7 +115,7 @@ public FileSearchToolboxTool setRankingOptions(RankingOptions rankingOptions) {
 
     /**
      * Get the filters property: The filters property.
-     * 
+     *
      * @return the filters value.
      */
     @Generated
@@ -125,7 +125,7 @@ public BinaryData getFilters() {
 
     /**
      * Set the filters property: The filters property.
-     * 
+     *
      * @param filters the filters value to set.
      * @return the FileSearchToolboxTool object itself.
      */
@@ -137,7 +137,7 @@ public FileSearchToolboxTool setFilters(BinaryData filters) {
 
     /**
      * Get the vectorStoreIds property: The IDs of the vector stores to search.
-     * 
+     *
      * @return the vectorStoreIds value.
      */
     @Generated
@@ -147,7 +147,7 @@ public List getVectorStoreIds() {
 
     /**
      * Set the vectorStoreIds property: The IDs of the vector stores to search.
-     * 
+     *
      * @param vectorStoreIds the vectorStoreIds value to set.
      * @return the FileSearchToolboxTool object itself.
      */
@@ -211,7 +211,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of FileSearchToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of FileSearchToolboxTool if the JsonReader was pointing to an instance of it, or null if it
      * was pointing to JSON null.
@@ -224,7 +224,6 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
@@ -248,7 +247,6 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                     reader.skipChildren();
                 }
             }
-
             return deserializedFileSearchToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
index 7c9ba539a1a6..9f6234ca2495 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
@@ -1,6 +1,7 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
+
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -16,7 +17,6 @@
  */
 @Fluent
 public final class FunctionToolParam implements JsonSerializable {
-
     /*
      * The name property.
      */
@@ -55,7 +55,7 @@ public final class FunctionToolParam implements JsonSerializable {
+
     /**
      * Stores updated model property, the value is property name, not serialized name.
      */
@@ -37,6 +37,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
     static {
         JsonMergePatchHelper.setInvocationsProtocolConfigurationAccessor(
             new JsonMergePatchHelper.InvocationsProtocolConfigurationAccessor() {
+
                 @Override
                 public InvocationsProtocolConfiguration prepareModelForJsonMergePatch(
                     InvocationsProtocolConfiguration model, boolean jsonMergePatchEnabled) {
@@ -80,7 +81,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of InvocationsProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of InvocationsProtocolConfiguration if the JsonReader was pointing to an instance of it, or
      * null if it was pointing to JSON null.
@@ -94,10 +95,8 @@ public static InvocationsProtocolConfiguration fromJson(JsonReader jsonReader) t
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 reader.skipChildren();
             }
-
             return deserializedInvocationsProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java
index 4411657604bf..f19ef949d124 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -20,6 +19,7 @@
  */
 @Immutable
 public final class InvocationsWsProtocolConfiguration implements JsonSerializable {
+
     /**
      * Stores updated model property, the value is property name, not serialized name.
      */
@@ -37,6 +37,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
     static {
         JsonMergePatchHelper.setInvocationsWsProtocolConfigurationAccessor(
             new JsonMergePatchHelper.InvocationsWsProtocolConfigurationAccessor() {
+
                 @Override
                 public InvocationsWsProtocolConfiguration prepareModelForJsonMergePatch(
                     InvocationsWsProtocolConfiguration model, boolean jsonMergePatchEnabled) {
@@ -80,7 +81,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of InvocationsWsProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of InvocationsWsProtocolConfiguration if the JsonReader was pointing to an instance of it, or
      * null if it was pointing to JSON null.
@@ -94,10 +95,8 @@ public static InvocationsWsProtocolConfiguration fromJson(JsonReader jsonReader)
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 reader.skipChildren();
             }
-
             return deserializedInvocationsWsProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java
index 280367aaf2cb..280abb64c511 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -20,6 +19,7 @@
  */
 @Immutable
 public final class McpProtocolConfiguration implements JsonSerializable {
+
     /**
      * Stores updated model property, the value is property name, not serialized name.
      */
@@ -37,6 +37,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
     static {
         JsonMergePatchHelper
             .setMcpProtocolConfigurationAccessor(new JsonMergePatchHelper.McpProtocolConfigurationAccessor() {
+
                 @Override
                 public McpProtocolConfiguration prepareModelForJsonMergePatch(McpProtocolConfiguration model,
                     boolean jsonMergePatchEnabled) {
@@ -80,7 +81,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of McpProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of McpProtocolConfiguration if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -93,10 +94,8 @@ public static McpProtocolConfiguration fromJson(JsonReader jsonReader) throws IO
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 reader.skipChildren();
             }
-
             return deserializedMcpProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
similarity index 86%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
index 663e691365a9..bc3400baa146 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MCPToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
@@ -17,7 +17,7 @@
  * An MCP tool stored in a toolbox.
  */
 @Fluent
-public final class MCPToolboxTool extends ToolboxTool {
+public final class McpToolboxTool extends ToolboxTool {
     /*
      * The type of tool.
      */
@@ -100,12 +100,12 @@ public final class MCPToolboxTool extends ToolboxTool {
     private String projectConnectionId;
 
     /**
-     * Creates an instance of MCPToolboxTool class.
+     * Creates an instance of McpToolboxTool class.
      * 
      * @param serverLabel the serverLabel value to set.
      */
     @Generated
-    public MCPToolboxTool(String serverLabel) {
+    public McpToolboxTool(String serverLabel) {
         this.serverLabel = serverLabel;
     }
 
@@ -146,10 +146,10 @@ public String getServerUrl() {
      * provided.
      * 
      * @param serverUrl the serverUrl value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setServerUrl(String serverUrl) {
+    public McpToolboxTool setServerUrl(String serverUrl) {
         this.serverUrl = serverUrl;
         return this;
     }
@@ -190,10 +190,10 @@ public McpToolConnectorId getConnectorType() {
      * - SharePoint: `connector_sharepoint`.
      * 
      * @param connectorType the connectorType value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setConnectorType(McpToolConnectorId connectorType) {
+    public McpToolboxTool setConnectorType(McpToolConnectorId connectorType) {
         this.connectorType = connectorType;
         return this;
     }
@@ -216,10 +216,10 @@ public String getAuthorization() {
      * must handle the OAuth authorization flow and provide the token here.
      * 
      * @param authorization the authorization value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setAuthorization(String authorization) {
+    public McpToolboxTool setAuthorization(String authorization) {
         this.authorization = authorization;
         return this;
     }
@@ -238,10 +238,10 @@ public String getServerDescription() {
      * Set the serverDescription property: Optional description of the MCP server, used to provide more context.
      * 
      * @param serverDescription the serverDescription value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setServerDescription(String serverDescription) {
+    public McpToolboxTool setServerDescription(String serverDescription) {
         this.serverDescription = serverDescription;
         return this;
     }
@@ -260,10 +260,10 @@ public Map getHeaders() {
      * Set the headers property: The headers property.
      * 
      * @param headers the headers value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setHeaders(Map headers) {
+    public McpToolboxTool setHeaders(Map headers) {
         this.headers = headers;
         return this;
     }
@@ -282,10 +282,10 @@ public BinaryData getAllowedTools() {
      * Set the allowedTools property: The allowed_tools property.
      * 
      * @param allowedTools the allowedTools value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setAllowedTools(BinaryData allowedTools) {
+    public McpToolboxTool setAllowedTools(BinaryData allowedTools) {
         this.allowedTools = allowedTools;
         return this;
     }
@@ -304,10 +304,10 @@ public BinaryData getRequireApproval() {
      * Set the requireApproval property: The require_approval property.
      * 
      * @param requireApproval the requireApproval value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setRequireApproval(BinaryData requireApproval) {
+    public McpToolboxTool setRequireApproval(BinaryData requireApproval) {
         this.requireApproval = requireApproval;
         return this;
     }
@@ -326,10 +326,10 @@ public Boolean isDeferLoading() {
      * Set the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
      * 
      * @param deferLoading the deferLoading value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setDeferLoading(Boolean deferLoading) {
+    public McpToolboxTool setDeferLoading(Boolean deferLoading) {
         this.deferLoading = deferLoading;
         return this;
     }
@@ -350,10 +350,10 @@ public String getProjectConnectionId() {
      * authentication and other connection details needed to connect to the MCP server.
      * 
      * @param projectConnectionId the projectConnectionId value to set.
-     * @return the MCPToolboxTool object itself.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    public MCPToolboxTool setProjectConnectionId(String projectConnectionId) {
+    public McpToolboxTool setProjectConnectionId(String projectConnectionId) {
         this.projectConnectionId = projectConnectionId;
         return this;
     }
@@ -363,7 +363,7 @@ public MCPToolboxTool setProjectConnectionId(String projectConnectionId) {
      */
     @Generated
     @Override
-    public MCPToolboxTool setName(String name) {
+    public McpToolboxTool setName(String name) {
         super.setName(name);
         return this;
     }
@@ -373,7 +373,7 @@ public MCPToolboxTool setName(String name) {
      */
     @Generated
     @Override
-    public MCPToolboxTool setDescription(String description) {
+    public McpToolboxTool setDescription(String description) {
         super.setDescription(description);
         return this;
     }
@@ -383,7 +383,7 @@ public MCPToolboxTool setDescription(String description) {
      */
     @Generated
     @Override
-    public MCPToolboxTool setToolConfigs(Map toolConfigs) {
+    public McpToolboxTool setToolConfigs(Map toolConfigs) {
         super.setToolConfigs(toolConfigs);
         return this;
     }
@@ -419,16 +419,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of MCPToolboxTool from the JsonReader.
+     * Reads an instance of McpToolboxTool from the JsonReader.
      * 
      * @param jsonReader The JsonReader being read.
-     * @return An instance of MCPToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
+     * @return An instance of McpToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the MCPToolboxTool.
+     * @throws IOException If an error occurs while reading the McpToolboxTool.
      */
     @Generated
-    public static MCPToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+    public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
@@ -482,22 +482,22 @@ public static MCPToolboxTool fromJson(JsonReader jsonReader) throws IOException
                     reader.skipChildren();
                 }
             }
-            MCPToolboxTool deserializedMCPToolboxTool = new MCPToolboxTool(serverLabel);
-            deserializedMCPToolboxTool.setName(name);
-            deserializedMCPToolboxTool.setDescription(description);
-            deserializedMCPToolboxTool.setToolConfigs(toolConfigs);
-            deserializedMCPToolboxTool.type = type;
-            deserializedMCPToolboxTool.serverUrl = serverUrl;
-            deserializedMCPToolboxTool.connectorType = connectorType;
-            deserializedMCPToolboxTool.authorization = authorization;
-            deserializedMCPToolboxTool.serverDescription = serverDescription;
-            deserializedMCPToolboxTool.headers = headers;
-            deserializedMCPToolboxTool.allowedTools = allowedTools;
-            deserializedMCPToolboxTool.requireApproval = requireApproval;
-            deserializedMCPToolboxTool.deferLoading = deferLoading;
-            deserializedMCPToolboxTool.projectConnectionId = projectConnectionId;
-
-            return deserializedMCPToolboxTool;
+            McpToolboxTool deserializedMcpToolboxTool = new McpToolboxTool(serverLabel);
+            deserializedMcpToolboxTool.setName(name);
+            deserializedMcpToolboxTool.setDescription(description);
+            deserializedMcpToolboxTool.setToolConfigs(toolConfigs);
+            deserializedMcpToolboxTool.type = type;
+            deserializedMcpToolboxTool.serverUrl = serverUrl;
+            deserializedMcpToolboxTool.connectorType = connectorType;
+            deserializedMcpToolboxTool.authorization = authorization;
+            deserializedMcpToolboxTool.serverDescription = serverDescription;
+            deserializedMcpToolboxTool.headers = headers;
+            deserializedMcpToolboxTool.allowedTools = allowedTools;
+            deserializedMcpToolboxTool.requireApproval = requireApproval;
+            deserializedMcpToolboxTool.deferLoading = deferLoading;
+            deserializedMcpToolboxTool.projectConnectionId = projectConnectionId;
+
+            return deserializedMcpToolboxTool;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
index 4afa9db61f61..d70c4e93e954 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
@@ -44,20 +44,6 @@ public final class NamespaceToolParam extends Tool {
     @Generated
     private final List tools;
 
-    /**
-     * Creates an instance of NamespaceToolParam class.
-     *
-     * @param name the name value to set.
-     * @param description the description value to set.
-     * @param tools the tools value to set.
-     */
-    @Generated
-    public NamespaceToolParam(String name, String description, List tools) {
-        this.name = name;
-        this.description = description;
-        this.tools = tools;
-    }
-
     /**
      * Get the type property: The type property.
      *
@@ -156,4 +142,18 @@ public static NamespaceToolParam fromJson(JsonReader jsonReader) throws IOExcept
             return deserializedNamespaceToolParam;
         });
     }
+
+    /**
+     * Creates an instance of NamespaceToolParam class.
+     *
+     * @param name the name value to set.
+     * @param description the description value to set.
+     * @param tools the tools value to set.
+     */
+    @Generated
+    public NamespaceToolParam(String name, String description, List tools) {
+        this.name = name;
+        this.description = description;
+        this.tools = tools;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
index a674c02bc740..149dcceaa97b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class OpenApiToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -31,7 +31,7 @@ public final class OpenApiToolboxTool extends ToolboxTool {
 
     /**
      * Creates an instance of OpenApiToolboxTool class.
-     * 
+     *
      * @param openApi the openApi value to set.
      */
     @Generated
@@ -41,7 +41,7 @@ public OpenApiToolboxTool(OpenApiFunctionDefinition openApi) {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -52,7 +52,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the openApi property: The openapi function definition.
-     * 
+     *
      * @return the openApi value.
      */
     @Generated
@@ -107,7 +107,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of OpenApiToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of OpenApiToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
@@ -125,7 +125,6 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
@@ -145,7 +144,6 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
             deserializedOpenApiToolboxTool.setDescription(description);
             deserializedOpenApiToolboxTool.setToolConfigs(toolConfigs);
             deserializedOpenApiToolboxTool.type = type;
-
             return deserializedOpenApiToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java
index 4a404df43ce0..66a969c2d518 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -20,6 +19,7 @@
  */
 @Fluent
 public final class ProtocolConfiguration implements JsonSerializable {
+
     /*
      * Configuration for the activity protocol.
      */
@@ -72,6 +72,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
 
     static {
         JsonMergePatchHelper.setProtocolConfigurationAccessor(new JsonMergePatchHelper.ProtocolConfigurationAccessor() {
+
             @Override
             public ProtocolConfiguration prepareModelForJsonMergePatch(ProtocolConfiguration model,
                 boolean jsonMergePatchEnabled) {
@@ -95,7 +96,7 @@ public ProtocolConfiguration() {
 
     /**
      * Get the activity property: Configuration for the activity protocol.
-     * 
+     *
      * @return the activity value.
      */
     @Generated
@@ -105,7 +106,7 @@ public ActivityProtocolConfiguration getActivity() {
 
     /**
      * Set the activity property: Configuration for the activity protocol.
-     * 
+     *
      * @param activity the activity value to set.
      * @return the ProtocolConfiguration object itself.
      */
@@ -118,7 +119,7 @@ public ProtocolConfiguration setActivity(ActivityProtocolConfiguration activity)
 
     /**
      * Get the responses property: Configuration for the responses protocol.
-     * 
+     *
      * @return the responses value.
      */
     @Generated
@@ -128,7 +129,7 @@ public ResponsesProtocolConfiguration getResponses() {
 
     /**
      * Set the responses property: Configuration for the responses protocol.
-     * 
+     *
      * @param responses the responses value to set.
      * @return the ProtocolConfiguration object itself.
      */
@@ -141,7 +142,7 @@ public ProtocolConfiguration setResponses(ResponsesProtocolConfiguration respons
 
     /**
      * Get the a2a property: Configuration for the A2A protocol.
-     * 
+     *
      * @return the a2a value.
      */
     @Generated
@@ -151,7 +152,7 @@ public A2AProtocolConfiguration getA2a() {
 
     /**
      * Set the a2a property: Configuration for the A2A protocol.
-     * 
+     *
      * @param a2a the a2a value to set.
      * @return the ProtocolConfiguration object itself.
      */
@@ -164,7 +165,7 @@ public ProtocolConfiguration setA2a(A2AProtocolConfiguration a2a) {
 
     /**
      * Get the mcp property: Configuration for the MCP protocol.
-     * 
+     *
      * @return the mcp value.
      */
     @Generated
@@ -174,7 +175,7 @@ public McpProtocolConfiguration getMcp() {
 
     /**
      * Set the mcp property: Configuration for the MCP protocol.
-     * 
+     *
      * @param mcp the mcp value to set.
      * @return the ProtocolConfiguration object itself.
      */
@@ -187,7 +188,7 @@ public ProtocolConfiguration setMcp(McpProtocolConfiguration mcp) {
 
     /**
      * Get the invocations property: Configuration for the invocations protocol.
-     * 
+     *
      * @return the invocations value.
      */
     @Generated
@@ -197,7 +198,7 @@ public InvocationsProtocolConfiguration getInvocations() {
 
     /**
      * Set the invocations property: Configuration for the invocations protocol.
-     * 
+     *
      * @param invocations the invocations value to set.
      * @return the ProtocolConfiguration object itself.
      */
@@ -210,7 +211,7 @@ public ProtocolConfiguration setInvocations(InvocationsProtocolConfiguration inv
 
     /**
      * Get the invocationsWs property: Configuration for the WebSocket-based invocations protocol.
-     * 
+     *
      * @return the invocationsWs value.
      */
     @Generated
@@ -220,7 +221,7 @@ public InvocationsWsProtocolConfiguration getInvocationsWs() {
 
     /**
      * Set the invocationsWs property: Configuration for the WebSocket-based invocations protocol.
-     * 
+     *
      * @param invocationsWs the invocationsWs value to set.
      * @return the ProtocolConfiguration object itself.
      */
@@ -325,7 +326,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ProtocolConfiguration if the JsonReader was pointing to an instance of it, or null if it
      * was pointing to JSON null.
@@ -338,7 +339,6 @@ public static ProtocolConfiguration fromJson(JsonReader jsonReader) throws IOExc
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("activity".equals(fieldName)) {
                     deserializedProtocolConfiguration.activity = ActivityProtocolConfiguration.fromJson(reader);
                 } else if ("responses".equals(fieldName)) {
@@ -356,7 +356,6 @@ public static ProtocolConfiguration fromJson(JsonReader jsonReader) throws IOExc
                     reader.skipChildren();
                 }
             }
-
             return deserializedProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java
index 20e5f8f7ee5a..7b0ab1a94374 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class ReminderPreviewToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -32,7 +32,7 @@ public ReminderPreviewToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -87,7 +87,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ReminderPreviewToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ReminderPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -100,7 +100,6 @@ public static ReminderPreviewToolboxTool fromJson(JsonReader jsonReader) throws
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     deserializedReminderPreviewToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
@@ -114,7 +113,6 @@ public static ReminderPreviewToolboxTool fromJson(JsonReader jsonReader) throws
                     reader.skipChildren();
                 }
             }
-
             return deserializedReminderPreviewToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java
index bdf8cfbbf675..8e207270fd53 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
@@ -20,6 +19,7 @@
  */
 @Immutable
 public final class ResponsesProtocolConfiguration implements JsonSerializable {
+
     /**
      * Stores updated model property, the value is property name, not serialized name.
      */
@@ -37,6 +37,7 @@ private void serializeAsJsonMergePatch(boolean jsonMergePatch) {
     static {
         JsonMergePatchHelper.setResponsesProtocolConfigurationAccessor(
             new JsonMergePatchHelper.ResponsesProtocolConfigurationAccessor() {
+
                 @Override
                 public ResponsesProtocolConfiguration
                     prepareModelForJsonMergePatch(ResponsesProtocolConfiguration model, boolean jsonMergePatchEnabled) {
@@ -80,7 +81,7 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ResponsesProtocolConfiguration from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ResponsesProtocolConfiguration if the JsonReader was pointing to an instance of it, or
      * null if it was pointing to JSON null.
@@ -94,10 +95,8 @@ public static ResponsesProtocolConfiguration fromJson(JsonReader jsonReader) thr
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 reader.skipChildren();
             }
-
             return deserializedResponsesProtocolConfiguration;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java
index 5af32cc0b59a..2e94f8bd2cb4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class ToolboxSearchPreviewToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -32,7 +32,7 @@ public ToolboxSearchPreviewToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -87,7 +87,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ToolboxSearchPreviewToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ToolboxSearchPreviewToolboxTool if the JsonReader was pointing to an instance of it, or
      * null if it was pointing to JSON null.
@@ -101,7 +101,6 @@ public static ToolboxSearchPreviewToolboxTool fromJson(JsonReader jsonReader) th
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     deserializedToolboxSearchPreviewToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
@@ -115,7 +114,6 @@ public static ToolboxSearchPreviewToolboxTool fromJson(JsonReader jsonReader) th
                     reader.skipChildren();
                 }
             }
-
             return deserializedToolboxSearchPreviewToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java
index 3f6c2ebad32e..4afb071ef63e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -18,6 +17,7 @@
  */
 @Fluent
 public class ToolboxTool implements JsonSerializable {
+
     /*
      * The type of tool.
      */
@@ -53,7 +53,7 @@ public ToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -63,7 +63,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the name property: Optional user-defined name for this tool or configuration.
-     * 
+     *
      * @return the name value.
      */
     @Generated
@@ -73,7 +73,7 @@ public String getName() {
 
     /**
      * Set the name property: Optional user-defined name for this tool or configuration.
-     * 
+     *
      * @param name the name value to set.
      * @return the ToolboxTool object itself.
      */
@@ -85,7 +85,7 @@ public ToolboxTool setName(String name) {
 
     /**
      * Get the description property: Optional user-defined description for this tool or configuration.
-     * 
+     *
      * @return the description value.
      */
     @Generated
@@ -95,7 +95,7 @@ public String getDescription() {
 
     /**
      * Set the description property: Optional user-defined description for this tool or configuration.
-     * 
+     *
      * @param description the description value to set.
      * @return the ToolboxTool object itself.
      */
@@ -109,7 +109,7 @@ public ToolboxTool setDescription(String description) {
      * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
      * Resolution order: exact tool name match takes priority over `*`.
      * Unknown tool names are silently ignored at runtime.
-     * 
+     *
      * @return the toolConfigs value.
      */
     @Generated
@@ -121,7 +121,7 @@ public Map getToolConfigs() {
      * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
      * Resolution order: exact tool name match takes priority over `*`.
      * Unknown tool names are silently ignored at runtime.
-     * 
+     *
      * @param toolConfigs the toolConfigs value to set.
      * @return the ToolboxTool object itself.
      */
@@ -147,7 +147,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of ToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of ToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
@@ -158,7 +158,8 @@ public static ToolboxTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String discriminatorValue = null;
             try (JsonReader readerToUse = reader.bufferObject()) {
-                readerToUse.nextToken(); // Prepare for reading
+                // Prepare for reading
+                readerToUse.nextToken();
                 while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
                     String fieldName = readerToUse.getFieldName();
                     readerToUse.nextToken();
@@ -177,7 +178,7 @@ public static ToolboxTool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("web_search".equals(discriminatorValue)) {
                     return WebSearchToolboxTool.fromJson(readerToUse.reset());
                 } else if ("mcp".equals(discriminatorValue)) {
-                    return MCPToolboxTool.fromJson(readerToUse.reset());
+                    return McpToolboxTool.fromJson(readerToUse.reset());
                 } else if ("azure_ai_search".equals(discriminatorValue)) {
                     return AzureAISearchToolboxTool.fromJson(readerToUse.reset());
                 } else if ("openapi".equals(discriminatorValue)) {
@@ -189,9 +190,9 @@ public static ToolboxTool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("reminder_preview".equals(discriminatorValue)) {
                     return ReminderPreviewToolboxTool.fromJson(readerToUse.reset());
                 } else if ("work_iq_preview".equals(discriminatorValue)) {
-                    return WorkIQPreviewToolboxTool.fromJson(readerToUse.reset());
+                    return WorkIqPreviewToolboxTool.fromJson(readerToUse.reset());
                 } else if ("fabric_iq_preview".equals(discriminatorValue)) {
-                    return FabricIQPreviewToolboxTool.fromJson(readerToUse.reset());
+                    return FabricIqPreviewToolboxTool.fromJson(readerToUse.reset());
                 } else if ("toolbox_search_preview".equals(discriminatorValue)) {
                     return ToolboxSearchPreviewToolboxTool.fromJson(readerToUse.reset());
                 } else {
@@ -208,7 +209,6 @@ static ToolboxTool fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOEx
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("type".equals(fieldName)) {
                     deserializedToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("name".equals(fieldName)) {
@@ -222,7 +222,6 @@ static ToolboxTool fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOEx
                     reader.skipChildren();
                 }
             }
-
             return deserializedToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
index 498ea11eb4f8..0e12f26b25bd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class WebSearchToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -58,7 +58,7 @@ public WebSearchToolboxTool() {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -69,7 +69,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the filters property: The filters property.
-     * 
+     *
      * @return the filters value.
      */
     @Generated
@@ -79,7 +79,7 @@ public WebSearchToolFilters getFilters() {
 
     /**
      * Set the filters property: The filters property.
-     * 
+     *
      * @param filters the filters value to set.
      * @return the WebSearchToolboxTool object itself.
      */
@@ -91,7 +91,7 @@ public WebSearchToolboxTool setFilters(WebSearchToolFilters filters) {
 
     /**
      * Get the userLocation property: The user_location property.
-     * 
+     *
      * @return the userLocation value.
      */
     @Generated
@@ -101,7 +101,7 @@ public WebSearchApproximateLocation getUserLocation() {
 
     /**
      * Set the userLocation property: The user_location property.
-     * 
+     *
      * @param userLocation the userLocation value to set.
      * @return the WebSearchToolboxTool object itself.
      */
@@ -114,7 +114,7 @@ public WebSearchToolboxTool setUserLocation(WebSearchApproximateLocation userLoc
     /**
      * Get the searchContextSize property: High level guidance for the amount of context window space to use for the
      * search. One of `low`, `medium`, or `high`. `medium` is the default.
-     * 
+     *
      * @return the searchContextSize value.
      */
     @Generated
@@ -125,7 +125,7 @@ public WebSearchToolSearchContextSize getSearchContextSize() {
     /**
      * Set the searchContextSize property: High level guidance for the amount of context window space to use for the
      * search. One of `low`, `medium`, or `high`. `medium` is the default.
-     * 
+     *
      * @param searchContextSize the searchContextSize value to set.
      * @return the WebSearchToolboxTool object itself.
      */
@@ -139,7 +139,7 @@ public WebSearchToolboxTool setSearchContextSize(WebSearchToolSearchContextSize
      * Get the customSearchConfiguration property: The project connections attached to this tool. There can be a maximum
      * of 1 connection
      * resource attached to the tool.
-     * 
+     *
      * @return the customSearchConfiguration value.
      */
     @Generated
@@ -151,7 +151,7 @@ public WebSearchConfiguration getCustomSearchConfiguration() {
      * Set the customSearchConfiguration property: The project connections attached to this tool. There can be a maximum
      * of 1 connection
      * resource attached to the tool.
-     * 
+     *
      * @param customSearchConfiguration the customSearchConfiguration value to set.
      * @return the WebSearchToolboxTool object itself.
      */
@@ -212,7 +212,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of WebSearchToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of WebSearchToolboxTool if the JsonReader was pointing to an instance of it, or null if it
      * was pointing to JSON null.
@@ -225,7 +225,6 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
@@ -249,7 +248,6 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
                     reader.skipChildren();
                 }
             }
-
             return deserializedWebSearchToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java
similarity index 79%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java
index 5ce3dbe7af6f..51918419bfae 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIQPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java
@@ -16,7 +16,7 @@
  * A WorkIQ tool stored in a toolbox.
  */
 @Fluent
-public final class WorkIQPreviewToolboxTool extends ToolboxTool {
+public final class WorkIqPreviewToolboxTool extends ToolboxTool {
     /*
      * The type of tool.
      */
@@ -30,12 +30,12 @@ public final class WorkIQPreviewToolboxTool extends ToolboxTool {
     private final String projectConnectionId;
 
     /**
-     * Creates an instance of WorkIQPreviewToolboxTool class.
+     * Creates an instance of WorkIqPreviewToolboxTool class.
      * 
      * @param projectConnectionId the projectConnectionId value to set.
      */
     @Generated
-    public WorkIQPreviewToolboxTool(String projectConnectionId) {
+    public WorkIqPreviewToolboxTool(String projectConnectionId) {
         this.projectConnectionId = projectConnectionId;
     }
 
@@ -65,7 +65,7 @@ public String getProjectConnectionId() {
      */
     @Generated
     @Override
-    public WorkIQPreviewToolboxTool setName(String name) {
+    public WorkIqPreviewToolboxTool setName(String name) {
         super.setName(name);
         return this;
     }
@@ -75,7 +75,7 @@ public WorkIQPreviewToolboxTool setName(String name) {
      */
     @Generated
     @Override
-    public WorkIQPreviewToolboxTool setDescription(String description) {
+    public WorkIqPreviewToolboxTool setDescription(String description) {
         super.setDescription(description);
         return this;
     }
@@ -85,7 +85,7 @@ public WorkIQPreviewToolboxTool setDescription(String description) {
      */
     @Generated
     @Override
-    public WorkIQPreviewToolboxTool setToolConfigs(Map toolConfigs) {
+    public WorkIqPreviewToolboxTool setToolConfigs(Map toolConfigs) {
         super.setToolConfigs(toolConfigs);
         return this;
     }
@@ -106,16 +106,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of WorkIQPreviewToolboxTool from the JsonReader.
+     * Reads an instance of WorkIqPreviewToolboxTool from the JsonReader.
      * 
      * @param jsonReader The JsonReader being read.
-     * @return An instance of WorkIQPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
+     * @return An instance of WorkIqPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the WorkIQPreviewToolboxTool.
+     * @throws IOException If an error occurs while reading the WorkIqPreviewToolboxTool.
      */
     @Generated
-    public static WorkIQPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
+    public static WorkIqPreviewToolboxTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
@@ -140,14 +140,14 @@ public static WorkIQPreviewToolboxTool fromJson(JsonReader jsonReader) throws IO
                     reader.skipChildren();
                 }
             }
-            WorkIQPreviewToolboxTool deserializedWorkIQPreviewToolboxTool
-                = new WorkIQPreviewToolboxTool(projectConnectionId);
-            deserializedWorkIQPreviewToolboxTool.setName(name);
-            deserializedWorkIQPreviewToolboxTool.setDescription(description);
-            deserializedWorkIQPreviewToolboxTool.setToolConfigs(toolConfigs);
-            deserializedWorkIQPreviewToolboxTool.type = type;
+            WorkIqPreviewToolboxTool deserializedWorkIqPreviewToolboxTool
+                = new WorkIqPreviewToolboxTool(projectConnectionId);
+            deserializedWorkIqPreviewToolboxTool.setName(name);
+            deserializedWorkIqPreviewToolboxTool.setDescription(description);
+            deserializedWorkIqPreviewToolboxTool.setToolConfigs(toolConfigs);
+            deserializedWorkIqPreviewToolboxTool.type = type;
 
-            return deserializedWorkIQPreviewToolboxTool;
+            return deserializedWorkIqPreviewToolboxTool;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 3271ed9ebf73..9edb28b41962 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"5eacefb702d5","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsAsyncClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsAsyncClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCode":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromManifest":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.updateAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.updateAgentWithResponse":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.uploadSessionFile":"Azure.AI.Projects.AgentSessionFiles.uploadSessionFile","com.azure.ai.agents.AgentsAsyncClient.uploadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.uploadSessionFile","com.azure.ai.agents.AgentsClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsClient.updateAgentFromCode":"A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sionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 7a53370db880..1f36df3559ab 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 0d066a407b1de9d5811c7b2128b66013e6bdef07
+commit: 673b926d84a9d592229e2625a71313f75ab1e463
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From c6e0bb032b61e41e788f6dc385aa7da4020e3fc5 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 25 Jun 2026 20:30:51 -0700
Subject: [PATCH 20/45] fix samples and tests

---
 sdk/ai/azure-ai-agents/README.md              |  8 ++---
 .../AgentEndpointAsyncSample.java             |  5 +--
 .../hostedagents/AgentEndpointSample.java     |  5 +--
 .../hostedagents/SessionFilesAsyncSample.java | 12 +++----
 .../hostedagents/SessionFilesSample.java      | 12 +++----
 .../SessionLogStreamAsyncSample.java          |  5 +--
 .../hostedagents/SessionLogStreamSample.java  |  5 +--
 .../hostedagents/SessionsAsyncSample.java     |  6 ++--
 .../agents/hostedagents/SessionsSample.java   |  6 ++--
 .../utils/HostedAgentsSampleUtils.java        |  4 +--
 .../toolboxes/CreateToolboxVersion.java       | 11 +++---
 .../agents/toolboxes/GetToolboxVersion.java   | 12 +++----
 .../toolboxes/ToolboxSearchToolboxSample.java |  8 ++---
 .../toolboxes/ToolboxesAsyncSample.java       | 27 ++++++++-------
 .../azure/ai/agents/tools/FabricIQAsync.java  |  4 +--
 .../azure/ai/agents/tools/FabricIQSync.java   |  4 +--
 .../azure/ai/agents/tools/WorkIQAsync.java    |  4 +--
 .../com/azure/ai/agents/tools/WorkIQSync.java |  4 +--
 .../azure/ai/agents/SessionLogAsyncTest.java  |  2 +-
 .../azure/ai/agents/SessionLogSyncTest.java   |  2 +-
 .../HostedAgentContainerSamplesTests.java     | 24 ++++++-------
 ...FabricIqPreviewToolSerializationTests.java |  6 +---
 .../agents/toolboxes/ToolboxSamplesTests.java | 34 ++++++++++---------
 .../agents/tools/WorkIQSamplesTestBase.java   |  4 +--
 24 files changed, 103 insertions(+), 111 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index d425968263d0..ee92846b1874 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -522,9 +522,7 @@ Connect agents to Fabric IQ project connections for enterprise data grounding:
 
 FabricIqPreviewTool fabricIqTool = new FabricIqPreviewTool(fabricIqConnectionId)
     .setServerLabel("fabric_iq")
-    .setRequireApproval("never")
-    .setName("fabric_iq_lookup")
-    .setDescription("Use FabricIQ to answer questions grounded in enterprise data.");
+    .setRequireApproval("never");
 
 ```
 
@@ -626,7 +624,7 @@ Use `ToolboxSearchPreviewTool` inside a toolbox version to let an agent search t
 
 ```java com.azure.ai.agents.toolboxes.ToolboxSearchToolboxSample.createToolboxSearchToolbox
 
-ToolboxSearchPreviewTool toolboxSearchTool = new ToolboxSearchPreviewTool()
+ToolboxSearchPreviewToolboxTool toolboxSearchTool = new ToolboxSearchPreviewToolboxTool()
     .setName("search_tools")
     .setDescription("Search over available toolbox tools at runtime.");
 
@@ -640,7 +638,7 @@ ToolboxVersionDetails version = toolboxesClient.createToolboxVersion(
 
 System.out.printf("Created toolbox: %s%n", version.getName());
 System.out.printf("Toolbox version: %s%n", version.getVersion());
-for (Tool tool : version.getTools()) {
+for (ToolboxTool tool : version.getTools()) {
     System.out.printf("Tool type: %s%n", tool.getType());
 }
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
index beb7c4a41f75..3906982c92b0 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
@@ -8,8 +8,9 @@
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
-import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.FixedRatioVersionSelectionRule;
+import com.azure.ai.agents.models.ProtocolConfiguration;
+import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
 import com.azure.ai.agents.models.VersionSelector;
 import com.azure.core.util.Configuration;
@@ -56,7 +57,7 @@ public static void main(String[] args) {
                     .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                         new FixedRatioVersionSelectionRule(100)
                             .setAgentVersion(resources.getAgent().getVersion()))))
-                    .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
+                    .setProtocolConfiguration(new ProtocolConfiguration().setResponses(new ResponsesProtocolConfiguration()));
 
                 OpenAIClientAsync openAIAsyncClient = builder.buildAgentScopedOpenAIAsyncClient(agentName);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
index 35d0ecc37bd2..8d5236dc4681 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
@@ -8,8 +8,9 @@
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
-import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.FixedRatioVersionSelectionRule;
+import com.azure.ai.agents.models.ProtocolConfiguration;
+import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
 import com.azure.ai.agents.models.VersionSelector;
 import com.azure.core.util.Configuration;
@@ -52,7 +53,7 @@ public static void main(String[] args) {
                 .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                     new FixedRatioVersionSelectionRule(100)
                         .setAgentVersion(resources.getAgent().getVersion()))))
-                .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
+                .setProtocolConfiguration(new ProtocolConfiguration().setResponses(new ResponsesProtocolConfiguration()));
 
             agentsClient.updateAgentDetails(agentName,
                 new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
index 54f11e0df944..909b78cffed7 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
@@ -50,19 +50,19 @@ public static void main(String[] args) {
                 String sessionId = resources.getSession().getAgentSessionId();
 
                 return agentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
-                    BinaryData.fromString("Sample session file 1."), null)
+                    BinaryData.fromString("Sample session file 1."))
                     .doOnNext(response -> System.out.printf("Uploaded session file: %s%n", response.getPath()))
                     .then(agentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
-                        BinaryData.fromString("Sample session file 2."), null))
+                        BinaryData.fromString("Sample session file 2.")))
                     .doOnNext(response -> System.out.printf("Uploaded session file: %s%n", response.getPath()))
                     .then(Mono.defer(() -> {
                         System.out.println("Listing session files for the session at path '/remote'...");
-                        return agentsAsyncClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)
+                        return agentsAsyncClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null)
                             .doOnNext(entry -> System.out.printf("  - name=%s, size=%d, isDirectory=%s%n",
                                 entry.getName(), entry.getSize(), entry.isDirectory()))
                             .then();
                     }))
-                    .then(agentsAsyncClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null))
+                    .then(agentsAsyncClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1))
                     .doOnNext(downloaded -> {
                         System.out.printf("Downloading and printing content from '%s'%n", REMOTE_FILE_PATH_1);
                         String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
@@ -70,11 +70,11 @@ public static void main(String[] args) {
                     })
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_1);
-                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false);
                     }))
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_2);
-                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false);
                     }));
             });
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
index ecf56556697f..70463eebbe13 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
@@ -46,29 +46,29 @@ public static void main(String[] args) {
             String sessionId = resources.getSession().getAgentSessionId();
 
             agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
-                BinaryData.fromString("Sample session file 1."), null);
+                BinaryData.fromString("Sample session file 1."));
             System.out.printf("Uploaded session file: %s%n", REMOTE_FILE_PATH_1);
 
             agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
-                BinaryData.fromString("Sample session file 2."), null);
+                BinaryData.fromString("Sample session file 2."));
             System.out.printf("Uploaded session file: %s%n", REMOTE_FILE_PATH_2);
 
             System.out.println("Listing session files for the session at path '/remote'...");
-            for (SessionDirectoryEntry entry : agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)) {
+            for (SessionDirectoryEntry entry : agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null)) {
                 System.out.printf("  - name=%s, size=%d, isDirectory=%s%n", entry.getName(), entry.getSize(),
                     entry.isDirectory());
             }
 
             System.out.printf("Downloading and printing content from '%s'%n", REMOTE_FILE_PATH_1);
-            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
+            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1);
             String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
             System.out.printf("Session file content (%s):%n%s%n", REMOTE_FILE_PATH_1, fileContent);
 
             System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_1);
-            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false);
 
             System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_2);
-            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false);
         } finally {
             HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
index b6296d9ea899..f0ce8a102d82 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
@@ -8,8 +8,9 @@
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
-import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.FixedRatioVersionSelectionRule;
+import com.azure.ai.agents.models.ProtocolConfiguration;
+import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
 import com.azure.ai.agents.models.VersionSelector;
 import com.azure.core.http.rest.RequestOptions;
@@ -57,7 +58,7 @@ public static void main(String[] args) {
                     .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                         new FixedRatioVersionSelectionRule(100)
                             .setAgentVersion(resources.getAgent().getVersion()))))
-                    .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
+                    .setProtocolConfiguration(new ProtocolConfiguration().setResponses(new ResponsesProtocolConfiguration()));
 
                 OpenAIClientAsync openAIAsyncClient = builder.buildAgentScopedOpenAIAsyncClient(agentName);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
index 29a0e4997376..496ba2745866 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
@@ -8,8 +8,9 @@
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
-import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.FixedRatioVersionSelectionRule;
+import com.azure.ai.agents.models.ProtocolConfiguration;
+import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
 import com.azure.ai.agents.models.VersionSelector;
 import com.azure.core.http.rest.RequestOptions;
@@ -55,7 +56,7 @@ public static void main(String[] args) throws IOException {
                 .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                     new FixedRatioVersionSelectionRule(100)
                         .setAgentVersion(resources.getAgent().getVersion()))))
-                .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
+                .setProtocolConfiguration(new ProtocolConfiguration().setResponses(new ResponsesProtocolConfiguration()));
 
             agentsClient.updateAgentDetails(agentName,
                 new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
index 833c2cce1a32..a4483b7cbf20 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
@@ -44,16 +44,16 @@ public static void main(String[] args) {
                 resourcesRef.set(resources);
                 AgentSessionResource session = resources.getSession();
 
-                return agentsAsyncClient.getSession(agentName, session.getAgentSessionId(), null)
+                return agentsAsyncClient.getSession(agentName, session.getAgentSessionId())
                     .doOnNext(fetched -> System.out.printf("Retrieved session (id: %s, status: %s)%n",
                         fetched.getAgentSessionId(), fetched.getStatus()))
-                    .thenMany(agentsAsyncClient.listSessions(agentName, null, null, null, null, null)
+                    .thenMany(agentsAsyncClient.listSessions(agentName, null, null, null, null)
                         .doOnSubscribe(unused -> System.out.println("Listing sessions for the agent..."))
                         .doOnNext(item -> System.out.printf("  - %s (status: %s)%n", item.getAgentSessionId(),
                             item.getStatus())))
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session with id: %s...%n", session.getAgentSessionId());
-                        return agentsAsyncClient.deleteSession(agentName, session.getAgentSessionId(), null)
+                        return agentsAsyncClient.deleteSession(agentName, session.getAgentSessionId())
                             .doOnSuccess(unused -> System.out.printf("Session with id: %s deleted.%n",
                                 session.getAgentSessionId()));
                     }));
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
index 53def9b52375..62ba2bec4290 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
@@ -39,18 +39,18 @@ public static void main(String[] args) {
             resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
-            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId(), null);
+            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId());
             System.out.printf("Retrieved session (id: %s, status: %s)%n", fetched.getAgentSessionId(),
                 fetched.getStatus());
 
             System.out.println("Listing sessions for the agent...");
-            PagedIterable sessions = agentsClient.listSessions(agentName, null, null, null, null, null);
+            PagedIterable sessions = agentsClient.listSessions(agentName, null, null, null, null);
             for (AgentSessionResource item : sessions) {
                 System.out.printf("  - %s (status: %s)%n", item.getAgentSessionId(), item.getStatus());
             }
 
             System.out.printf("Deleting session with id: %s...%n", session.getAgentSessionId());
-            agentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
+            agentsClient.deleteSession(agentName, session.getAgentSessionId());
             System.out.printf("Session with id: %s deleted.%n", session.getAgentSessionId());
         } finally {
             HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
index efe97c4a1be5..6ba9ed58795b 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
@@ -84,7 +84,7 @@ public static void cleanup(AgentsClient agentsClient, String agentName,
 
         if (resources.getSession() != null) {
             try {
-                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId());
                 System.out.printf("Session with id: %s deleted.%n", resources.getSession().getAgentSessionId());
             } catch (ResourceNotFoundException ignored) {
                 // The sample may have already deleted the session.
@@ -110,7 +110,7 @@ public static Mono cleanupAsync(AgentsAsyncClient agentsAsyncClient,
         Mono deleteSession = Mono.empty();
         if (resources.getSession() != null) {
             String sessionId = resources.getSession().getAgentSessionId();
-            deleteSession = agentsAsyncClient.deleteSession(agentName, sessionId, null)
+            deleteSession = agentsAsyncClient.deleteSession(agentName, sessionId)
                 .doOnSuccess(unused -> System.out.printf("Session with id: %s deleted.%n", sessionId))
                 .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty());
         }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
index e516aec6e2df..5b5bb84e63ea 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
@@ -5,9 +5,10 @@
 
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.ToolboxesClient;
-import com.azure.ai.agents.models.McpTool;
-import com.azure.ai.agents.models.Tool;
+import com.azure.ai.agents.models.McpToolboxTool;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
+import com.azure.core.util.BinaryData;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
@@ -35,10 +36,10 @@ public static void main(String[] args) {
                 .endpoint(endpoint)
                 .buildToolboxesClient();
 
-        List tools = Arrays.asList(
-                new McpTool("api_specs")
+        List tools = Arrays.asList(
+                new McpToolboxTool("api_specs")
                         .setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
-                        .setRequireApproval("never")
+                        .setRequireApproval(BinaryData.fromString("\"never\""))
         );
 
         ToolboxVersionDetails toolboxVersion = toolboxesClient.createToolboxVersion(
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
index e66037b156b1..3fd6cd4ec733 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
@@ -5,8 +5,8 @@
 
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.ToolboxesClient;
-import com.azure.ai.agents.models.McpTool;
-import com.azure.ai.agents.models.Tool;
+import com.azure.ai.agents.models.McpToolboxTool;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
@@ -41,11 +41,11 @@ public static void main(String[] args) {
         System.out.println("Description: " + toolboxVersion.getDescription());
         System.out.println("Created At: " + toolboxVersion.getCreatedAt());
         System.out.println("Tools:");
-        for (Tool tool : toolboxVersion.getTools()) {
-            if (tool instanceof McpTool) {
-                McpTool mcpTool = (McpTool) tool;
+        for (ToolboxTool tool : toolboxVersion.getTools()) {
+            if (tool instanceof McpToolboxTool) {
+                McpToolboxTool mcpTool = (McpToolboxTool) tool;
                 System.out.println("  - MCP '" + mcpTool.getServerLabel()
-                        + "' require_approval: " + mcpTool.getRequireApprovalAsString());
+                        + "' require_approval: " + mcpTool.getRequireApproval());
             }
         }
     }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
index 778e883120cf..b4cdaa8aadf6 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
@@ -5,8 +5,8 @@
 
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.ToolboxesClient;
-import com.azure.ai.agents.models.Tool;
-import com.azure.ai.agents.models.ToolboxSearchPreviewTool;
+import com.azure.ai.agents.models.ToolboxSearchPreviewToolboxTool;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.util.Configuration;
@@ -39,7 +39,7 @@ public static void main(String[] args) {
         try {
             // BEGIN: com.azure.ai.agents.toolboxes.ToolboxSearchToolboxSample.createToolboxSearchToolbox
 
-            ToolboxSearchPreviewTool toolboxSearchTool = new ToolboxSearchPreviewTool()
+            ToolboxSearchPreviewToolboxTool toolboxSearchTool = new ToolboxSearchPreviewToolboxTool()
                 .setName("search_tools")
                 .setDescription("Search over available toolbox tools at runtime.");
 
@@ -53,7 +53,7 @@ public static void main(String[] args) {
 
             System.out.printf("Created toolbox: %s%n", version.getName());
             System.out.printf("Toolbox version: %s%n", version.getVersion());
-            for (Tool tool : version.getTools()) {
+            for (ToolboxTool tool : version.getTools()) {
                 System.out.printf("Tool type: %s%n", tool.getType());
             }
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
index 5e48d20f91cd..23adb2fa4018 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
@@ -5,11 +5,12 @@
 
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.ToolboxesAsyncClient;
-import com.azure.ai.agents.models.McpTool;
-import com.azure.ai.agents.models.Tool;
+import com.azure.ai.agents.models.McpToolboxTool;
 import com.azure.ai.agents.models.ToolboxDetails;
+import com.azure.ai.agents.models.ToolboxTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.util.BinaryData;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 import reactor.core.publisher.Mono;
@@ -40,15 +41,15 @@ public static void main(String[] args) {
             .endpoint(endpoint)
             .buildToolboxesAsyncClient();
 
-        List toolsWithMcpApprovalNever = Collections.singletonList(
-            new McpTool("api_specs")
+        List toolsWithMcpApprovalNever = Collections.singletonList(
+            new McpToolboxTool("api_specs")
                 .setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
-                .setRequireApproval("never"));
+                .setRequireApproval(BinaryData.fromString("\"never\"")));
 
-        List toolsWithMcpApprovalAlways = Collections.singletonList(
-            new McpTool("api_specs")
+        List toolsWithMcpApprovalAlways = Collections.singletonList(
+            new McpToolboxTool("api_specs")
                 .setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
-                .setRequireApproval("always"));
+                .setRequireApproval(BinaryData.fromString("\"always\"")));
 
         Mono workflow = toolboxesAsyncClient.deleteToolbox(toolboxName)
             .doOnSuccess(unused -> System.out.printf("Toolbox `%s` deleted%n", toolboxName))
@@ -94,12 +95,12 @@ private static Mono printFetchedDefaultToolboxVersion(
             .doOnNext(version -> printMcpRequireApproval(version.getTools()));
     }
 
-    private static void printMcpRequireApproval(List tools) {
-        for (Tool tool : tools) {
-            if (tool instanceof McpTool) {
-                McpTool mcpTool = (McpTool) tool;
+    private static void printMcpRequireApproval(List tools) {
+        for (ToolboxTool tool : tools) {
+            if (tool instanceof McpToolboxTool) {
+                McpToolboxTool mcpTool = (McpToolboxTool) tool;
                 System.out.printf("  - MCP `%s` require_approval: %s%n", mcpTool.getServerLabel(),
-                    mcpTool.getRequireApprovalAsString());
+                    mcpTool.getRequireApproval());
             }
         }
     }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQAsync.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQAsync.java
index cce6023009ff..c345bc353a21 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQAsync.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQAsync.java
@@ -49,9 +49,7 @@ public static void main(String[] args) {
 
         FabricIqPreviewTool fabricIqTool = new FabricIqPreviewTool(fabricIqConnectionId)
             .setServerLabel("fabric_iq")
-            .setRequireApproval("never")
-            .setName("fabric_iq_lookup")
-            .setDescription("Use FabricIQ to answer questions grounded in enterprise data.");
+            .setRequireApproval("never");
 
         PromptAgentDefinition agentDefinition = new PromptAgentDefinition(model)
             .setInstructions("Use the available Fabric IQ tools to answer questions and perform tasks.")
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQSync.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQSync.java
index 62b97406e9bc..8f0914ecbd58 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQSync.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/FabricIQSync.java
@@ -48,9 +48,7 @@ public static void main(String[] args) {
 
         FabricIqPreviewTool fabricIqTool = new FabricIqPreviewTool(fabricIqConnectionId)
             .setServerLabel("fabric_iq")
-            .setRequireApproval("never")
-            .setName("fabric_iq_lookup")
-            .setDescription("Use FabricIQ to answer questions grounded in enterprise data.");
+            .setRequireApproval("never");
 
         // END: com.azure.ai.agents.define_fabric_iq
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQAsync.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQAsync.java
index e97e272cc95c..a9ff201a1083 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQAsync.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQAsync.java
@@ -47,9 +47,7 @@ public static void main(String[] args) {
         ResponsesAsyncClient responsesAsyncClient = builder.buildResponsesAsyncClient();
         AtomicReference agentRef = new AtomicReference<>();
 
-        WorkIqPreviewTool workIqTool = new WorkIqPreviewTool(workIqConnectionId)
-            .setName("work_iq_lookup")
-            .setDescription("Use Work IQ to answer questions grounded in enterprise data.");
+        WorkIqPreviewTool workIqTool = new WorkIqPreviewTool(workIqConnectionId);
 
         PromptAgentDefinition agentDefinition = new PromptAgentDefinition(model)
             .setInstructions("Use the available Work IQ tools to answer questions and perform tasks.")
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQSync.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQSync.java
index 469f414c0234..7f2b732057c7 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQSync.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/tools/WorkIQSync.java
@@ -44,9 +44,7 @@ public static void main(String[] args) {
         AgentsClient agentsClient = builder.buildAgentsClient();
         ResponsesClient responsesClient = builder.buildResponsesClient();
 
-        WorkIqPreviewTool workIqTool = new WorkIqPreviewTool(workIqConnectionId)
-            .setName("work_iq_lookup")
-            .setDescription("Use Work IQ to answer questions grounded in enterprise data.");
+        WorkIqPreviewTool workIqTool = new WorkIqPreviewTool(workIqConnectionId);
 
         PromptAgentDefinition agentDefinition = new PromptAgentDefinition(model)
             .setInstructions("Use the available Work IQ tools to answer questions and perform tasks.")
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
index 7cb453aebe44..5ff055d9943a 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
@@ -76,7 +76,7 @@ private static void deleteSession(AgentsAsyncClient client) {
     }
 
     private static Mono deleteSessionAsync(AgentsAsyncClient client) {
-        return client.deleteSession(AGENT_NAME, SESSION_ID, null).onErrorResume(error -> Mono.empty());
+        return client.deleteSession(AGENT_NAME, SESSION_ID).onErrorResume(error -> Mono.empty());
     }
 
     private static void assertSessionLogEvents(List events) {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
index 580505d45a69..1b3e1f09a256 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
@@ -87,7 +87,7 @@ private ScheduledFuture scheduleSessionDelete(AgentsClient client, ScheduledE
 
     private static void deleteSession(AgentsClient client) {
         try {
-            client.deleteSession(AGENT_NAME, SESSION_ID, null);
+            client.deleteSession(AGENT_NAME, SESSION_ID);
         } catch (RuntimeException ignored) {
             // Cleanup best effort.
         }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
index 8fe905c37b57..eb6f73464a03 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
@@ -10,9 +10,10 @@
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
-import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.FixedRatioVersionSelectionRule;
+import com.azure.ai.agents.models.ProtocolConfiguration;
+import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.SessionDirectoryEntry;
 import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
 import com.azure.ai.agents.models.VersionSelector;
@@ -67,17 +68,16 @@ public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVe
             resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
-            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId(), null);
+            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId());
             Assertions.assertNotNull(fetched);
             Assertions.assertEquals(session.getAgentSessionId(), fetched.getAgentSessionId());
 
-            PagedIterable sessions
-                = agentsClient.listSessions(agentName, null, null, null, null, null);
+            PagedIterable sessions = agentsClient.listSessions(agentName, null, null, null, null);
             Assertions.assertTrue(
                 sessions.stream().anyMatch(item -> session.getAgentSessionId().equals(item.getAgentSessionId())));
 
             try {
-                agentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, session.getAgentSessionId());
             } catch (ResourceNotFoundException ignored) {
                 // The session may already be deleted by the service.
             }
@@ -101,21 +101,21 @@ public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion servi
             String sessionId = resources.getSession().getAgentSessionId();
 
             agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
-                BinaryData.fromString("Sample session file 1."), null);
+                BinaryData.fromString("Sample session file 1."));
             agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
-                BinaryData.fromString("Sample session file 2."), null);
+                BinaryData.fromString("Sample session file 2."));
 
             PagedIterable files
-                = agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null);
+                = agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null);
             Assertions
                 .assertTrue(files.stream().map(SessionDirectoryEntry::getName).anyMatch("data_file1.txt"::equals));
 
-            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
+            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1);
             String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
             Assertions.assertEquals("Sample session file 1.", fileContent);
 
-            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
-            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false);
         } finally {
             HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
@@ -188,7 +188,7 @@ private static void configureAgentEndpoint(AgentsClient agentsClient, String age
         AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
             .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                 new FixedRatioVersionSelectionRule(100).setAgentVersion(resources.getAgent().getVersion()))))
-            .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
+            .setProtocolConfiguration(new ProtocolConfiguration().setResponses(new ResponsesProtocolConfiguration()));
 
         agentsClient.updateAgentDetails(agentName, new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
     }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/FabricIqPreviewToolSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/FabricIqPreviewToolSerializationTests.java
index 2a6eafbe0332..9c3e2911f81b 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/FabricIqPreviewToolSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/FabricIqPreviewToolSerializationTests.java
@@ -238,9 +238,7 @@ public void testRequireApprovalStringRoundTripNoExtraQuotes() throws IOException
     public void testSerializationWithAllProperties() throws IOException {
         FabricIqPreviewTool tool = new FabricIqPreviewTool(TEST_CONNECTION_ID).setServerLabel("my-server")
             .setServerUrl("https://fabriciq.example.com")
-            .setRequireApproval("always")
-            .setName("my-fabric-tool")
-            .setDescription("A test FabricIQ tool");
+            .setRequireApproval("always");
 
         String json = serializeToJson(tool);
 
@@ -249,8 +247,6 @@ public void testSerializationWithAllProperties() throws IOException {
         assertTrue(json.contains("\"server_label\":\"my-server\""));
         assertTrue(json.contains("\"server_url\":\"https://fabriciq.example.com\""));
         assertTrue(json.contains("\"require_approval\":\"always\""));
-        assertTrue(json.contains("\"name\":\"my-fabric-tool\""));
-        assertTrue(json.contains("\"description\":\"A test FabricIQ tool\""));
         assertTrue(json.contains("\"type\":\"fabric_iq_preview\""));
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
index 80fd928c2f58..812a7470c392 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
@@ -8,13 +8,14 @@
 import com.azure.ai.agents.ClientTestBase;
 import com.azure.ai.agents.ToolboxesAsyncClient;
 import com.azure.ai.agents.ToolboxesClient;
-import com.azure.ai.agents.models.McpTool;
-import com.azure.ai.agents.models.Tool;
-import com.azure.ai.agents.models.ToolType;
-import com.azure.ai.agents.models.ToolboxSearchPreviewTool;
+import com.azure.ai.agents.models.McpToolboxTool;
+import com.azure.ai.agents.models.ToolboxSearchPreviewToolboxTool;
+import com.azure.ai.agents.models.ToolboxTool;
+import com.azure.ai.agents.models.ToolboxToolType;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpClient;
+import com.azure.core.util.BinaryData;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.params.ParameterizedTest;
@@ -53,8 +54,9 @@ public void toolboxSearchToolboxSample(HttpClient httpClient, AgentsServiceVersi
         }
 
         try {
-            ToolboxSearchPreviewTool toolboxSearchTool = new ToolboxSearchPreviewTool().setName("search_tools")
-                .setDescription("Search over available toolbox tools at runtime.");
+            ToolboxSearchPreviewToolboxTool toolboxSearchTool
+                = new ToolboxSearchPreviewToolboxTool().setName("search_tools")
+                    .setDescription("Search over available toolbox tools at runtime.");
 
             ToolboxVersionDetails version
                 = toolboxesClient.createToolboxVersion(toolboxName, Collections.singletonList(toolboxSearchTool),
@@ -63,7 +65,7 @@ public void toolboxSearchToolboxSample(HttpClient httpClient, AgentsServiceVersi
             Assertions.assertNotNull(version);
             Assertions.assertEquals(toolboxName, version.getName());
             Assertions.assertFalse(version.getTools().isEmpty());
-            Assertions.assertEquals(ToolType.TOOLBOX_SEARCH_PREVIEW, version.getTools().get(0).getType());
+            Assertions.assertEquals(ToolboxToolType.TOOLBOX_SEARCH_PREVIEW, version.getTools().get(0).getType());
         } finally {
             try {
                 toolboxesClient.deleteToolbox(toolboxName);
@@ -80,13 +82,13 @@ public void toolboxesAsyncSample(HttpClient httpClient, AgentsServiceVersion ser
         ToolboxesAsyncClient toolboxesAsyncClient = builder.buildToolboxesAsyncClient();
         String toolboxName = "toolbox-with-mcp-tool-java-async-test";
 
-        List toolsWithMcpApprovalNever = Collections
-            .singletonList(new McpTool("api_specs").setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
-                .setRequireApproval("never"));
+        List toolsWithMcpApprovalNever = Collections
+            .singletonList(new McpToolboxTool("api_specs").setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
+                .setRequireApproval(BinaryData.fromString("\"never\"")));
 
-        List toolsWithMcpApprovalAlways = Collections
-            .singletonList(new McpTool("api_specs").setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
-                .setRequireApproval("always"));
+        List toolsWithMcpApprovalAlways = Collections
+            .singletonList(new McpToolboxTool("api_specs").setServerUrl("https://gitmcp.io/Azure/azure-rest-api-specs")
+                .setRequireApproval(BinaryData.fromString("\"always\"")));
 
         Mono testFlow = toolboxesAsyncClient.deleteToolbox(toolboxName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
@@ -120,8 +122,8 @@ public void toolboxesAsyncSample(HttpClient httpClient, AgentsServiceVersion ser
     private static void assertMcpRequireApproval(ToolboxVersionDetails version, String expectedApproval) {
         Assertions.assertNotNull(version);
         Assertions.assertFalse(version.getTools().isEmpty());
-        Assertions.assertTrue(version.getTools().get(0) instanceof McpTool);
-        McpTool mcpTool = (McpTool) version.getTools().get(0);
-        Assertions.assertEquals(expectedApproval, mcpTool.getRequireApprovalAsString());
+        Assertions.assertTrue(version.getTools().get(0) instanceof McpToolboxTool);
+        McpToolboxTool mcpTool = (McpToolboxTool) version.getTools().get(0);
+        Assertions.assertEquals("\"" + expectedApproval + "\"", mcpTool.getRequireApproval().toString());
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/tools/WorkIQSamplesTestBase.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/tools/WorkIQSamplesTestBase.java
index 8ab340729739..209a36c3f70e 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/tools/WorkIQSamplesTestBase.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/tools/WorkIQSamplesTestBase.java
@@ -35,9 +35,7 @@ static Stream getTestParameters() {
     }
 
     PromptAgentDefinition createAgentDefinition() {
-        WorkIqPreviewTool workIqTool
-            = new WorkIqPreviewTool(getRecordedConfig("WORK_IQ_PROJECT_CONNECTION_ID")).setName("work_iq_lookup")
-                .setDescription("Use Work IQ to answer questions grounded in enterprise data.");
+        WorkIqPreviewTool workIqTool = new WorkIqPreviewTool(getRecordedConfig("WORK_IQ_PROJECT_CONNECTION_ID"));
 
         return new PromptAgentDefinition(getRecordedConfig("FOUNDRY_MODEL_NAME"))
             .setInstructions("Use the available Work IQ tools to answer questions and perform tasks.")

From 9f8115deb95c87fb9d6c1eeeb5bc3afa132350ae Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Fri, 26 Jun 2026 08:48:32 +0200
Subject: [PATCH 21/45] Sample parity with C# (#49633)

* Missing samples

* Added missing convenient API methods for delete memory items

* Covered gap in convenient API for delete Memory store item
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   3 +
 .../agents/BetaMemoryStoresAsyncClient.java   | 122 +++++++++++++-----
 .../ai/agents/BetaMemoryStoresClient.java     | 120 ++++++++++++-----
 .../agents/ExternalAgentAsyncSample.java      |  87 +++++++++++++
 .../ai/agents/agents/ExternalAgentSample.java |  93 +++++++++++++
 .../memory/MemoryStoreItemsAsyncSample.java   |  92 +++++++++++++
 .../agents/memory/MemoryStoreItemsSample.java |  96 ++++++++++++++
 sdk/ai/azure-ai-projects/CHANGELOG.md         |   2 +
 .../ai/projects/RoutinesAsyncSample.java      |  75 +++++++++++
 .../RoutinesManualDispatchAsyncSample.java    |  73 +++++++++++
 .../RoutinesManualDispatchSample.java         |  81 ++++++++++++
 .../com/azure/ai/projects/RoutinesSample.java |  88 +++++++++++++
 .../ai/projects/RoutinesSampleUtils.java      | 116 +++++++++++++++++
 .../RoutinesScheduleTriggerAsyncSample.java   |  65 ++++++++++
 .../RoutinesScheduleTriggerSample.java        |  73 +++++++++++
 .../RoutinesTimerTriggerAsyncSample.java      |  68 ++++++++++
 .../projects/RoutinesTimerTriggerSample.java  |  77 +++++++++++
 17 files changed, 1271 insertions(+), 60 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSampleUtils.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerSample.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 076916d5cc0e..332750b3475d 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -4,6 +4,7 @@
 
 ### Features Added
 
+- Added `deleteMemory(String, String)` to `BetaMemoryStoresClient` and `BetaMemoryStoresAsyncClient` for deleting an individual memory item from a memory store.
 - Added protocol-style `listOptimizationCandidates(String, com.azure.core.http.rest.RequestOptions)` overloads on `AgentsClient` and `AgentsAsyncClient` for listing raw optimization candidate pages as `BinaryData`.
 
 ### Breaking Changes
@@ -18,6 +19,8 @@
 
 ### Other Changes
 
+- Added samples demonstrating external agent CRUD (`ExternalAgentSample` / `ExternalAgentAsyncSample`) and memory store item CRUD (`MemoryStoreItemsSample` / `MemoryStoreItemsAsyncSample`).
+
 ## 2.1.0 (2026-06-01)
 
 ### Features Added
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
index 0f2b7913b2c5..d45232061d51 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
@@ -73,7 +73,7 @@ public final class BetaMemoryStoresAsyncClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -88,9 +88,9 @@ public final class BetaMemoryStoresAsyncClient {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -131,7 +131,7 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -142,9 +142,9 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -186,7 +186,7 @@ public Mono> updateMemoryStoreWithResponse(String name, Bin
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -248,7 +248,7 @@ public Mono> getMemoryStoreWithResponse(String name, Reques
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -286,7 +286,7 @@ public PagedFlux listMemoryStores(RequestOptions requestOptions) {
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -334,7 +334,7 @@ public Mono deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -349,9 +349,9 @@ public Mono deleteMemoryStore(String name) {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -474,7 +474,7 @@ public Mono> searchMemoriesWithResponse(String name, Binary
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -487,9 +487,9 @@ public Mono> searchMemoriesWithResponse(String name, Binary
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -609,7 +609,7 @@ public PollerFlux b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -746,7 +746,7 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -754,9 +754,9 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -790,7 +790,7 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -800,9 +800,9 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -837,7 +837,7 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -845,9 +845,9 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -883,7 +883,7 @@ public Mono> updateMemoryWithResponse(String name, String m
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -942,7 +942,7 @@ public Mono> getMemoryWithResponse(String name, String memo
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -950,9 +950,9 @@ public Mono> getMemoryWithResponse(String name, String memo
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -986,7 +986,7 @@ public PagedFlux listMemories(String name, BinaryData listMemoriesRe
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1014,6 +1014,68 @@ Mono> internalDeleteMemoryWithResponse(String name, String
         return this.serviceClient.internalDeleteMemoryWithResponseAsync(name, memoryId, requestOptions);
     }
 
+    /**
+     * Delete a memory item
+     *
+     * Deletes the specified memory item from the memory store.
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     object: String(memory_store/memory_store.deleted/memory_store.scope.deleted/memory_store.item.deleted) (Required)
+     *     memory_id: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * 

+     *
+     * @param name The name of the memory store.
+     * @param memoryId The ID of the memory item to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return response for deleting a memory item from a memory store along with {@link Response} on successful
+     * completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> deleteMemoryWithResponse(String name, String memoryId, RequestOptions requestOptions) {
+        return internalDeleteMemoryWithResponse(name, memoryId, requestOptions)
+            .map(response -> new SimpleResponse<>(response, null));
+    }
+
+    /**
+     * Delete a memory item
+     *
+     * Deletes the specified memory item from the memory store.
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     object: String(memory_store/memory_store.deleted/memory_store.scope.deleted/memory_store.item.deleted) (Required)
+     *     memory_id: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * 

+     *
+     * @param name The name of the memory store.
+     * @param memoryId The ID of the memory item to delete.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a {@link Mono} that completes when the memory item has been deleted.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono deleteMemory(String name, String memoryId) {
+        RequestOptions requestOptions = new RequestOptions();
+        return deleteMemoryWithResponse(name, memoryId, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
     /**
      * Delete a memory store.
      * 
Response Body Schema

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
index 5563de7beb9d..c2700773330a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
@@ -67,7 +67,7 @@ public final class BetaMemoryStoresClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -82,9 +82,9 @@ public final class BetaMemoryStoresClient {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -124,7 +124,7 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -135,9 +135,9 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -178,7 +178,7 @@ public Response updateMemoryStoreWithResponse(String name, BinaryDat
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -239,7 +239,7 @@ public Response getMemoryStoreWithResponse(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -277,7 +277,7 @@ public PagedIterable listMemoryStores(RequestOptions requestOptions)
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -351,7 +351,7 @@ public void deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -366,9 +366,9 @@ public void deleteMemoryStore(String name) {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -422,7 +422,7 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -435,9 +435,9 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -557,7 +557,7 @@ public SyncPoller b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -691,7 +691,7 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -699,9 +699,9 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -734,7 +734,7 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -744,9 +744,9 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -781,7 +781,7 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -789,9 +789,9 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -827,7 +827,7 @@ public Response updateMemoryWithResponse(String name, String memoryI
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -884,7 +884,7 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -892,9 +892,9 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -928,7 +928,7 @@ public PagedIterable listMemories(String name, BinaryData listMemori
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -954,6 +954,66 @@ Response internalDeleteMemoryWithResponse(String name, String memory
         return this.serviceClient.internalDeleteMemoryWithResponse(name, memoryId, requestOptions);
     }
 
+    /**
+     * Delete a memory item
+     *
+     * Deletes the specified memory item from the memory store.
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     object: String(memory_store/memory_store.deleted/memory_store.scope.deleted/memory_store.item.deleted) (Required)
+     *     memory_id: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * 

+     *
+     * @param name The name of the memory store.
+     * @param memoryId The ID of the memory item to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return response for deleting a memory item from a memory store along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response deleteMemoryWithResponse(String name, String memoryId, RequestOptions requestOptions) {
+        return new SimpleResponse<>(this.serviceClient.internalDeleteMemoryWithResponse(name, memoryId, requestOptions),
+            null);
+    }
+
+    /**
+     * Delete a memory item
+     *
+     * Deletes the specified memory item from the memory store.
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     object: String(memory_store/memory_store.deleted/memory_store.scope.deleted/memory_store.item.deleted) (Required)
+     *     memory_id: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * 

+     *
+     * @param name The name of the memory store.
+     * @param memoryId The ID of the memory item to delete.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteMemory(String name, String memoryId) {
+        RequestOptions requestOptions = new RequestOptions();
+        deleteMemoryWithResponse(name, memoryId, requestOptions);
+    }
+
     /**
      * Create a memory store
      *
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentAsyncSample.java
new file mode 100644
index 000000000000..d0ab1f7dff7c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentAsyncSample.java
@@ -0,0 +1,87 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.agents;
+
+import com.azure.ai.agents.AgentsAsyncClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.models.AgentKind;
+import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.ExternalAgentDefinition;
+import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating create, retrieve, list, and delete operations for an external agent using the
+ * asynchronous {@link AgentsAsyncClient}.
+ *
+ * 
External agents are third-party agents hosted outside Foundry (for example, on GCP or AWS).
+ * Registration is metadata-only. External agents are a preview feature, so {@code allowPreview(true)}
+ * is required to add the {@code Foundry-Features: ExternalAgents=V1Preview} header.

+ *
+ * 
Before running the sample, set the {@code FOUNDRY_PROJECT_ENDPOINT} environment variable.

+ */
+public class ExternalAgentAsyncSample {
+    public static void main(String[] args) {
+        String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
+
+        AgentsAsyncClient agentsAsyncClient = new AgentsClientBuilder()
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .endpoint(endpoint)
+            .allowPreview(true)
+            .buildAgentsAsyncClient();
+
+        String agentName = "myExternalAgent1";
+
+        ExternalAgentDefinition agentDefinition = new ExternalAgentDefinition()
+            .setOtelAgentId("sample-external-agent");
+
+        Map metadata = new HashMap<>();
+        metadata.put("sample", "external_agents_crud");
+        metadata.put("status", "created");
+
+        CreateAgentVersionInput input = new CreateAgentVersionInput(agentDefinition)
+            .setDescription("External agent registered by the azure-ai-agents sample.")
+            .setMetadata(metadata);
+
+        // Clean up any pre-existing agent, then run the full lifecycle reactively.
+        agentsAsyncClient.deleteAgent(agentName)
+            .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
+            .then(agentsAsyncClient.createAgentVersion(agentName, input))
+            .flatMap(agentVersion -> {
+                System.out.printf("Agent created (id: %s, name: %s, version: %s)%n",
+                    agentVersion.getId(), agentVersion.getName(), agentVersion.getVersion());
+
+                Mono retrieve = agentsAsyncClient.getAgent(agentVersion.getName())
+                    .doOnNext(agent -> {
+                        String latestVersion = agent.getVersions() == null || agent.getVersions().getLatest() == null
+                            ? null : agent.getVersions().getLatest().getVersion();
+                        System.out.printf("Agent retrieved (id: %s, name: %s, latest version: %s)%n",
+                            agent.getId(), agent.getName(), latestVersion);
+                    })
+                    .then();
+
+                Mono listVersions = agentsAsyncClient.listAgentVersions(agentVersion.getName())
+                    .doOnNext(version -> System.out.printf("    - Agent id: %s, version: %s%n",
+                        version.getId(), version.getVersion()))
+                    .then();
+
+                Mono listExternal = agentsAsyncClient
+                    .listAgents(AgentKind.EXTERNAL, null, null, null, null)
+                    .doOnNext(externalAgent -> System.out.printf("    - Agent id: %s, name: %s%n",
+                        externalAgent.getId(), externalAgent.getName()))
+                    .then();
+
+                Mono delete = agentsAsyncClient.deleteAgent(agentVersion.getName())
+                    .doOnSuccess(unused -> System.out.printf("Agent deleted (name: %s)%n", agentVersion.getName()));
+
+                return retrieve.then(listVersions).then(listExternal).then(delete);
+            })
+            .block();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentSample.java
new file mode 100644
index 000000000000..4904ac0b8aee
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/agents/ExternalAgentSample.java
@@ -0,0 +1,93 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.agents;
+
+import com.azure.ai.agents.AgentsClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.models.AgentDetails;
+import com.azure.ai.agents.models.AgentKind;
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.ExternalAgentDefinition;
+import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating create, retrieve, list, and delete operations for an external agent using the
+ * synchronous {@link AgentsClient}.
+ *
+ * 
External agents are third-party agents hosted outside Foundry (for example, on GCP or AWS).
+ * Registration is metadata-only: Foundry records the agent definition to light up observability
+ * experiences over customer-emitted OpenTelemetry data. External agents are a preview feature, so
+ * {@code allowPreview(true)} is required to add the {@code Foundry-Features: ExternalAgents=V1Preview}
+ * header.

+ *
+ * 
Before running the sample, set the {@code FOUNDRY_PROJECT_ENDPOINT} environment variable.

+ */
+public class ExternalAgentSample {
+    public static void main(String[] args) {
+        String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
+
+        AgentsClient agentsClient = new AgentsClientBuilder()
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .endpoint(endpoint)
+            .allowPreview(true)
+            .buildAgentsClient();
+
+        String agentName = "myExternalAgent1";
+
+        // Clean up any pre-existing agent with the same name.
+        try {
+            agentsClient.deleteAgent(agentName);
+        } catch (ResourceNotFoundException ignored) {
+            // The sample agent does not already exist.
+        }
+
+        // BEGIN:com.azure.ai.agents.agents.ExternalAgentSample.createAgentVersion
+        ExternalAgentDefinition agentDefinition = new ExternalAgentDefinition()
+            .setOtelAgentId("sample-external-agent");
+
+        Map metadata = new HashMap<>();
+        metadata.put("sample", "external_agents_crud");
+        metadata.put("status", "created");
+
+        CreateAgentVersionInput input = new CreateAgentVersionInput(agentDefinition)
+            .setDescription("External agent registered by the azure-ai-agents sample.")
+            .setMetadata(metadata);
+
+        AgentVersionDetails agentVersion = agentsClient.createAgentVersion(agentName, input);
+        System.out.printf("Agent created (id: %s, name: %s, version: %s)%n",
+            agentVersion.getId(), agentVersion.getName(), agentVersion.getVersion());
+        // END:com.azure.ai.agents.agents.ExternalAgentSample.createAgentVersion
+
+        try {
+            // Retrieve the agent.
+            AgentDetails agent = agentsClient.getAgent(agentVersion.getName());
+            String latestVersion = agent.getVersions() == null || agent.getVersions().getLatest() == null
+                ? null : agent.getVersions().getLatest().getVersion();
+            System.out.printf("Agent retrieved (id: %s, name: %s, latest version: %s)%n",
+                agent.getId(), agent.getName(), latestVersion);
+
+            // List versions of the agent.
+            System.out.printf("Versions for agent %s%n", agentVersion.getName());
+            for (AgentVersionDetails version : agentsClient.listAgentVersions(agentVersion.getName())) {
+                System.out.printf("    - Agent id: %s, version: %s%n", version.getId(), version.getVersion());
+            }
+
+            // List all external agents.
+            System.out.println("Found the following external agents:");
+            for (AgentDetails externalAgent : agentsClient.listAgents(AgentKind.EXTERNAL, null, null, null, null)) {
+                System.out.printf("    - Agent id: %s, name: %s%n", externalAgent.getId(), externalAgent.getName());
+            }
+        } finally {
+            // Delete the agent.
+            agentsClient.deleteAgent(agentVersion.getName());
+            System.out.printf("Agent deleted (name: %s)%n", agentVersion.getName());
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsAsyncSample.java
new file mode 100644
index 000000000000..bec6c9fdaae2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsAsyncSample.java
@@ -0,0 +1,92 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.memory;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaMemoryStoresAsyncClient;
+import com.azure.ai.agents.models.ListMemoriesOptions;
+import com.azure.ai.agents.models.MemoryItemKind;
+import com.azure.ai.agents.models.MemoryStoreDefaultDefinition;
+import com.azure.ai.agents.models.MemoryStoreDefaultOptions;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+
+/**
+ * Sample demonstrating CRUD operations on memory store items (create, update, retrieve, list, delete) using the
+ * asynchronous {@link BetaMemoryStoresAsyncClient}.
+ *
+ * 
Memory stores are a preview feature. Before running, set the following environment variables:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code AZURE_AI_CHAT_MODEL_DEPLOYMENT_NAME} - a chat completion model deployment name.
    • 
+ *   
  • {@code AZURE_AI_EMBEDDING_MODEL_DEPLOYMENT_NAME} - an embedding model deployment name.
    • 
+ * 

+ */
+public class MemoryStoreItemsAsyncSample {
+    private static final String MEMORY_STORE_NAME = "memory_items_store_java";
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String chatModel = configuration.get("AZURE_AI_CHAT_MODEL_DEPLOYMENT_NAME");
+        String embeddingModel = configuration.get("AZURE_AI_EMBEDDING_MODEL_DEPLOYMENT_NAME");
+
+        BetaMemoryStoresAsyncClient memoryStoresAsyncClient = new AgentsClientBuilder()
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .endpoint(endpoint)
+            .beta()
+            .buildBetaMemoryStoresAsyncClient();
+
+        MemoryStoreDefaultDefinition definition = new MemoryStoreDefaultDefinition(chatModel, embeddingModel)
+            .setOptions(new MemoryStoreDefaultOptions(true, true));
+
+        String scope = "Store";
+
+        // Clean up any pre-existing memory store, create it, then run the item lifecycle reactively.
+        memoryStoresAsyncClient.deleteMemoryStore(MEMORY_STORE_NAME)
+            .onErrorResume(ignored -> Mono.empty())
+            .then(memoryStoresAsyncClient.createMemoryStore(
+                MEMORY_STORE_NAME, definition, "Memory store demo.", null))
+            .flatMap(memoryStore -> {
+                System.out.printf("Memory store created (id: %s, name: %s)%n",
+                    memoryStore.getId(), memoryStore.getName());
+                String storeName = memoryStore.getName();
+
+                return memoryStoresAsyncClient
+                    .createMemory(storeName, scope, "The lover of oranges.", MemoryItemKind.USER_PROFILE)
+                    .flatMap(customerData -> {
+                        System.out.printf("Created memory item %s: %s%n",
+                            customerData.getMemoryId(), customerData.getContent());
+                        return memoryStoresAsyncClient
+                            .createMemory(storeName, scope, "Orange SKU is 658954.", MemoryItemKind.CHAT_SUMMARY)
+                            .flatMap(orangeSku -> {
+                                System.out.printf("Created memory item %s: %s%n",
+                                    orangeSku.getMemoryId(), orangeSku.getContent());
+                                return memoryStoresAsyncClient
+                                    .updateMemory(storeName, orangeSku.getMemoryId(), "Apple SKU is 786545.")
+                                    .doOnNext(updated -> System.out.printf("Updated memory item %s, new content: %s%n",
+                                        updated.getMemoryId(), updated.getContent()))
+                                    .then(memoryStoresAsyncClient.getMemory(storeName, customerData.getMemoryId()))
+                                    .doOnNext(fetched -> System.out.printf("Retrieved memory item %s: %s%n",
+                                        fetched.getMemoryId(), fetched.getContent()))
+                                    .thenMany(memoryStoresAsyncClient.listMemories(
+                                        new ListMemoriesOptions(storeName, scope)))
+                                    .doOnNext(item -> System.out.printf("    item %s: %s%n",
+                                        item.getMemoryId(), item.getContent()))
+                                    .then(memoryStoresAsyncClient.deleteMemory(storeName, customerData.getMemoryId())
+                                        .doOnSuccess(unused -> System.out.printf("Deleted memory item %s%n",
+                                            customerData.getMemoryId())))
+                                    .then(memoryStoresAsyncClient.deleteMemory(storeName, orangeSku.getMemoryId())
+                                        .doOnSuccess(unused -> System.out.printf("Deleted memory item %s%n",
+                                            orangeSku.getMemoryId())))
+                                    .then();
+                            });
+                    })
+                    .then(memoryStoresAsyncClient.deleteMemoryStore(storeName))
+                    .doOnSuccess(unused -> System.out.printf("Memory store deleted (name: %s)%n", storeName));
+            })
+            .block();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsSample.java
new file mode 100644
index 000000000000..38f04ecc5c30
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/memory/MemoryStoreItemsSample.java
@@ -0,0 +1,96 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.memory;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaMemoryStoresClient;
+import com.azure.ai.agents.models.ListMemoriesOptions;
+import com.azure.ai.agents.models.MemoryItem;
+import com.azure.ai.agents.models.MemoryItemKind;
+import com.azure.ai.agents.models.MemoryStoreDefaultDefinition;
+import com.azure.ai.agents.models.MemoryStoreDefaultOptions;
+import com.azure.ai.agents.models.MemoryStoreDetails;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+/**
+ * Sample demonstrating CRUD operations on memory store items (create, update, retrieve, list, delete) using the
+ * synchronous {@link BetaMemoryStoresClient}.
+ *
+ * 
Memory stores are a preview feature. Before running, set the following environment variables:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code AZURE_AI_CHAT_MODEL_DEPLOYMENT_NAME} - a chat completion model deployment name.
    • 
+ *   
  • {@code AZURE_AI_EMBEDDING_MODEL_DEPLOYMENT_NAME} - an embedding model deployment name.
    • 
+ * 

+ */
+public class MemoryStoreItemsSample {
+    private static final String MEMORY_STORE_NAME = "memory_items_store_java";
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String chatModel = configuration.get("AZURE_AI_CHAT_MODEL_DEPLOYMENT_NAME");
+        String embeddingModel = configuration.get("AZURE_AI_EMBEDDING_MODEL_DEPLOYMENT_NAME");
+
+        BetaMemoryStoresClient memoryStoresClient = new AgentsClientBuilder()
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .endpoint(endpoint)
+            .beta()
+            .buildBetaMemoryStoresClient();
+
+        // Clean up any pre-existing memory store with the same name.
+        try {
+            memoryStoresClient.deleteMemoryStore(MEMORY_STORE_NAME);
+        } catch (RuntimeException ignored) {
+            // The sample memory store does not already exist.
+        }
+
+        // Create the memory store. A memory store requires a chat model and an embedding model.
+        MemoryStoreDefaultDefinition definition = new MemoryStoreDefaultDefinition(chatModel, embeddingModel)
+            .setOptions(new MemoryStoreDefaultOptions(true, true));
+        MemoryStoreDetails memoryStore
+            = memoryStoresClient.createMemoryStore(MEMORY_STORE_NAME, definition, "Memory store demo.", null);
+        System.out.printf("Memory store created (id: %s, name: %s)%n", memoryStore.getId(), memoryStore.getName());
+
+        String scope = "Store";
+        try {
+            // BEGIN:com.azure.ai.agents.memory.MemoryStoreItemsSample.createItems
+            MemoryItem customerData = memoryStoresClient.createMemory(
+                memoryStore.getName(), scope, "The lover of oranges.", MemoryItemKind.USER_PROFILE);
+            MemoryItem orangeSku = memoryStoresClient.createMemory(
+                memoryStore.getName(), scope, "Orange SKU is 658954.", MemoryItemKind.CHAT_SUMMARY);
+            System.out.printf("Created memory item %s: %s%n", customerData.getMemoryId(), customerData.getContent());
+            System.out.printf("Created memory item %s: %s%n", orangeSku.getMemoryId(), orangeSku.getContent());
+            // END:com.azure.ai.agents.memory.MemoryStoreItemsSample.createItems
+
+            // Update a memory item.
+            MemoryItem updated = memoryStoresClient.updateMemory(
+                memoryStore.getName(), orangeSku.getMemoryId(), "Apple SKU is 786545.");
+            System.out.printf("Updated memory item %s, new content: %s%n", updated.getMemoryId(), updated.getContent());
+
+            // Retrieve a memory item.
+            MemoryItem fetched = memoryStoresClient.getMemory(memoryStore.getName(), customerData.getMemoryId());
+            System.out.printf("Retrieved memory item %s: %s%n", fetched.getMemoryId(), fetched.getContent());
+
+            // List memory items in the scope.
+            System.out.printf("Listing memory items from %s%n", memoryStore.getName());
+            for (MemoryItem item : memoryStoresClient.listMemories(
+                    new ListMemoriesOptions(memoryStore.getName(), scope))) {
+                System.out.printf("    item %s: %s%n", item.getMemoryId(), item.getContent());
+            }
+
+            // BEGIN:com.azure.ai.agents.memory.MemoryStoreItemsSample.deleteItems
+            memoryStoresClient.deleteMemory(memoryStore.getName(), customerData.getMemoryId());
+            System.out.printf("Deleted memory item %s%n", customerData.getMemoryId());
+            memoryStoresClient.deleteMemory(memoryStore.getName(), orangeSku.getMemoryId());
+            System.out.printf("Deleted memory item %s%n", orangeSku.getMemoryId());
+            // END:com.azure.ai.agents.memory.MemoryStoreItemsSample.deleteItems
+        } finally {
+            // Delete the memory store to clean up.
+            memoryStoresClient.deleteMemoryStore(memoryStore.getName());
+            System.out.printf("Memory store deleted (name: %s)%n", memoryStore.getName());
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 5633487dd220..d37d05c070b4 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -15,6 +15,8 @@
 
 ### Other Changes
 
+- Added routines samples covering CRUD (`RoutinesSample` / `RoutinesAsyncSample`), schedule trigger, timer trigger, and manual dispatch, with a shared `RoutinesSampleUtils` helper.
+
 ## 2.1.0 (2026-06-01)
 
 ### Features Added
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesAsyncSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesAsyncSample.java
new file mode 100644
index 000000000000..20cd4af98379
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesAsyncSample.java
@@ -0,0 +1,75 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.CustomRoutineTrigger;
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating CRUD operations on routines (create, retrieve, enable, disable, list, delete) using the
+ * asynchronous {@link BetaRoutinesAsyncClient}.
+ *
+ * 
A routine binds to a hosted agent. A {@link CustomRoutineTrigger} is used to keep the sample self-contained.
+ * Routines are a preview feature. Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesAsyncSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesAsyncClient routinesAsyncClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesAsyncClient();
+
+        RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+        CustomRoutineTrigger trigger = new CustomRoutineTrigger("sample-provider",
+            Collections.singletonMap("source", BinaryData.fromString("\"sample_routines_crud\"")))
+            .setEventName("sample-event");
+        Map triggers = new HashMap<>();
+        triggers.put("manual", trigger);
+
+        // Clean up any pre-existing routine, then run the full lifecycle reactively.
+        routinesAsyncClient.deleteRoutine(ROUTINE_NAME)
+            .onErrorResume(ignored -> Mono.empty())
+            .then(routinesAsyncClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine created by the azure-ai-projects sample.", true, triggers, action))
+            .flatMap(created -> {
+                System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+                return routinesAsyncClient.disableRoutine(ROUTINE_NAME)
+                    .doOnNext(disabled -> System.out.printf("Disabled routine: %s enabled=%s%n",
+                        disabled.getName(), disabled.isEnabled()))
+                    .then(routinesAsyncClient.getRoutine(ROUTINE_NAME))
+                    .doOnNext(fetched -> System.out.printf("Retrieved routine: %s enabled=%s description=%s%n",
+                        fetched.getName(), fetched.isEnabled(), fetched.getDescription()))
+                    .then(routinesAsyncClient.enableRoutine(ROUTINE_NAME))
+                    .doOnNext(enabled -> System.out.printf("Enabled routine: %s enabled=%s%n",
+                        enabled.getName(), enabled.isEnabled()))
+                    .thenMany(routinesAsyncClient.listRoutines())
+                    .doOnNext(routine -> System.out.printf("  - %s enabled=%s%n",
+                        routine.getName(), routine.isEnabled()))
+                    .then();
+            })
+            .then(routinesAsyncClient.deleteRoutine(ROUTINE_NAME))
+            .doOnSuccess(unused -> System.out.println("Routine deleted"))
+            .block();
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchAsyncSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchAsyncSample.java
new file mode 100644
index 000000000000..797fcff55b1e
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchAsyncSample.java
@@ -0,0 +1,73 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.CustomRoutineTrigger;
+import com.azure.ai.projects.models.InvokeAgentResponsesApiDispatchPayload;
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+
+import java.time.Duration;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating manual dispatch of a routine using the asynchronous {@link BetaRoutinesAsyncClient}.
+ *
+ * 
The routine is created with a manual {@link CustomRoutineTrigger}, dispatched on demand with an input
+ * payload, and the resulting run is polled until completion. Routines are a preview feature. Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesManualDispatchAsyncSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+    private static final Duration RUN_TIMEOUT = Duration.ofMinutes(5);
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesAsyncClient routinesAsyncClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesAsyncClient();
+
+        RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+        CustomRoutineTrigger trigger = new CustomRoutineTrigger("manual", Collections.emptyMap());
+        Map triggers = new HashMap<>();
+        triggers.put("manual", trigger);
+
+        routinesAsyncClient.deleteRoutine(ROUTINE_NAME)
+            .onErrorResume(ignored -> Mono.empty())
+            .then(routinesAsyncClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine used by manual dispatch sample.", true, triggers, action))
+            .flatMap(created -> {
+                System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+                return routinesAsyncClient.dispatchRoutine(created.getName(),
+                        new InvokeAgentResponsesApiDispatchPayload(BinaryData.fromObject("Hello, Tell me a joke.")))
+                    .flatMap(dispatch -> {
+                        System.out.printf("Dispatched the routine. Dispatch ID %s, task ID: %s%n",
+                            dispatch.getDispatchId(), dispatch.getTaskId());
+                        System.out.printf("Waiting up to %d minutes for the dispatched run...%n",
+                            RUN_TIMEOUT.toMinutes());
+                        return RoutinesSampleUtils.waitForCompletedRunAsync(routinesAsyncClient, created.getName(),
+                                RUN_TIMEOUT)
+                            .doOnNext(completedRun -> RoutinesSampleUtils.reportRun(completedRun, RUN_TIMEOUT))
+                            .then();
+                    });
+            })
+            .then(routinesAsyncClient.deleteRoutine(ROUTINE_NAME))
+            .doOnSuccess(unused -> System.out.println("Routine deleted"))
+            .block();
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchSample.java
new file mode 100644
index 000000000000..d9831bcdbb62
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesManualDispatchSample.java
@@ -0,0 +1,81 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.CustomRoutineTrigger;
+import com.azure.ai.projects.models.DispatchRoutineResult;
+import com.azure.ai.projects.models.InvokeAgentResponsesApiDispatchPayload;
+import com.azure.ai.projects.models.Routine;
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineRun;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+import java.time.Duration;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating manual dispatch of a routine using the synchronous {@link BetaRoutinesClient}.
+ *
+ * 
The routine is created with a manual {@link CustomRoutineTrigger}, dispatched on demand with an input
+ * payload, and the resulting run is polled until completion. Routines are a preview feature. Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesManualDispatchSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+    private static final Duration RUN_TIMEOUT = Duration.ofMinutes(5);
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesClient routinesClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesClient();
+
+        // Clean up any pre-existing routine with the same name.
+        try {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+        } catch (RuntimeException ignored) {
+            // The sample routine does not already exist.
+        }
+
+        try {
+            RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+            CustomRoutineTrigger trigger = new CustomRoutineTrigger("manual",
+                Collections.emptyMap());
+            Map triggers = new HashMap<>();
+            triggers.put("manual", trigger);
+
+            Routine created = routinesClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine used by manual dispatch sample.", true, triggers, action);
+            System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+
+            // BEGIN:com.azure.ai.projects.RoutinesManualDispatchSample.dispatch
+            DispatchRoutineResult dispatch = routinesClient.dispatchRoutine(created.getName(),
+                new InvokeAgentResponsesApiDispatchPayload(BinaryData.fromObject("Hello, Tell me a joke.")));
+            System.out.printf("Dispatched the routine. Dispatch ID %s, task ID: %s%n",
+                dispatch.getDispatchId(), dispatch.getTaskId());
+            // END:com.azure.ai.projects.RoutinesManualDispatchSample.dispatch
+
+            System.out.printf("Waiting up to %d minutes for the dispatched run...%n", RUN_TIMEOUT.toMinutes());
+            RoutineRun completedRun = RoutinesSampleUtils.waitForCompletedRun(routinesClient, created.getName(),
+                RUN_TIMEOUT);
+            RoutinesSampleUtils.reportRun(completedRun, RUN_TIMEOUT);
+        } finally {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+            System.out.println("Routine deleted");
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSample.java
new file mode 100644
index 000000000000..541a81cb2a7a
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSample.java
@@ -0,0 +1,88 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.CustomRoutineTrigger;
+import com.azure.ai.projects.models.Routine;
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating CRUD operations on routines (create, retrieve, enable, disable, list, delete) using the
+ * synchronous {@link BetaRoutinesClient}.
+ *
+ * 
A routine binds to a hosted agent. A {@link CustomRoutineTrigger} is used to keep the sample self-contained
+ * (no GitHub or schedule resources required). Routines are a preview feature. Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesClient routinesClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesClient();
+
+        // Clean up any pre-existing routine with the same name.
+        try {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+        } catch (RuntimeException ignored) {
+            // The sample routine does not already exist.
+        }
+
+        try {
+            // BEGIN:com.azure.ai.projects.RoutinesSample.createRoutine
+            RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+
+            CustomRoutineTrigger trigger = new CustomRoutineTrigger("sample-provider",
+                Collections.singletonMap("source", BinaryData.fromString("\"sample_routines_crud\"")))
+                .setEventName("sample-event");
+            Map triggers = new HashMap<>();
+            triggers.put("manual", trigger);
+
+            Routine created = routinesClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine created by the azure-ai-projects sample.", true, triggers, action);
+            System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+            // END:com.azure.ai.projects.RoutinesSample.createRoutine
+
+            // Disable the routine.
+            Routine disabled = routinesClient.disableRoutine(ROUTINE_NAME);
+            System.out.printf("Disabled routine: %s enabled=%s%n", disabled.getName(), disabled.isEnabled());
+
+            // Retrieve the routine to verify its state.
+            Routine fetched = routinesClient.getRoutine(ROUTINE_NAME);
+            System.out.printf("Retrieved routine: %s enabled=%s description=%s%n",
+                fetched.getName(), fetched.isEnabled(), fetched.getDescription());
+
+            // Re-enable the routine.
+            Routine enabled = routinesClient.enableRoutine(ROUTINE_NAME);
+            System.out.printf("Enabled routine: %s enabled=%s%n", enabled.getName(), enabled.isEnabled());
+
+            // List all routines.
+            for (Routine routine : routinesClient.listRoutines()) {
+                System.out.printf("  - %s enabled=%s%n", routine.getName(), routine.isEnabled());
+            }
+        } finally {
+            // Delete the routine.
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+            System.out.println("Routine deleted");
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSampleUtils.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSampleUtils.java
new file mode 100644
index 000000000000..e45501e04a27
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesSampleUtils.java
@@ -0,0 +1,116 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.InvokeAgentResponsesApiRoutineAction;
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineRun;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.time.Duration;
+import java.time.Instant;
+
+/**
+ * Shared helpers for the routines samples: building an agent action, polling for a completed
+ * {@link RoutineRun}, and cleaning up routines.
+ */
+final class RoutinesSampleUtils {
+
+    private RoutinesSampleUtils() {
+    }
+
+    /**
+     * Builds an action that dispatches the routine to the supplied hosted agent through the responses API.
+     *
+     * @param agentName the hosted agent name.
+     * @return the routine action.
+     */
+    static RoutineAction agentAction(String agentName) {
+        return new InvokeAgentResponsesApiRoutineAction().setAgentName(agentName);
+    }
+
+    /**
+     * Returns {@code true} when the run has reached a terminal status.
+     *
+     * @param status the run status.
+     * @return whether the status is terminal.
+     */
+    static boolean isTerminalStatus(String status) {
+        return "finished".equalsIgnoreCase(status)
+            || "failed".equalsIgnoreCase(status)
+            || "killed".equalsIgnoreCase(status);
+    }
+
+    private static void printRun(RoutineRun run) {
+        System.out.printf("    - run ID %s, status: %s, trigger type: %s, triggered at: %s, ended at: %s%n",
+            run.getId(), run.getStatus(), run.getTriggerType(),
+            run.getTriggeredAt() == null ? "" : run.getTriggeredAt(),
+            run.getEndedAt() == null ? "" : run.getEndedAt());
+    }
+
+    /**
+     * Synchronously polls the routine's runs until one reaches a terminal status or the timeout elapses.
+     *
+     * @param routinesClient the routines client.
+     * @param routineName the routine name.
+     * @param timeout the maximum time to wait.
+     * @return the completed run, or {@code null} if none completed before the timeout.
+     */
+    static RoutineRun waitForCompletedRun(BetaRoutinesClient routinesClient, String routineName, Duration timeout) {
+        Instant deadline = Instant.now().plus(timeout);
+        while (Instant.now().isBefore(deadline)) {
+            RoutineRun completed = null;
+            for (RoutineRun run : routinesClient.listRoutineRuns(routineName)) {
+                printRun(run);
+                if (isTerminalStatus(run.getStatus())) {
+                    completed = run;
+                }
+            }
+            if (completed != null) {
+                return completed;
+            }
+            try {
+                Thread.sleep(Duration.ofSeconds(10).toMillis());
+            } catch (InterruptedException e) {
+                Thread.currentThread().interrupt();
+                throw new RuntimeException("Interrupted while waiting for the routine run.", e);
+            }
+        }
+        return null;
+    }
+
+    /**
+     * Asynchronously polls the routine's runs until one reaches a terminal status or the timeout elapses.
+     *
+     * @param routinesAsyncClient the asynchronous routines client.
+     * @param routineName the routine name.
+     * @param timeout the maximum time to wait.
+     * @return a {@link Mono} that emits the completed run, or completes empty if none completed before the timeout.
+     */
+    static Mono waitForCompletedRunAsync(BetaRoutinesAsyncClient routinesAsyncClient, String routineName,
+        Duration timeout) {
+        Instant deadline = Instant.now().plus(timeout);
+        return Flux.interval(Duration.ZERO, Duration.ofSeconds(10))
+            .takeWhile(tick -> Instant.now().isBefore(deadline))
+            .concatMap(tick -> routinesAsyncClient.listRoutineRuns(routineName)
+                .doOnNext(RoutinesSampleUtils::printRun)
+                .filter(run -> isTerminalStatus(run.getStatus()))
+                .next())
+            .next();
+    }
+
+    static void reportRun(RoutineRun completedRun, Duration timeout) {
+        if (completedRun == null) {
+            System.out.printf("The run did not complete within %d seconds.%n", timeout.getSeconds());
+            return;
+        }
+        if ("failed".equalsIgnoreCase(completedRun.getStatus())) {
+            System.out.printf("The run failed. Type: %s Message: %s%n",
+                completedRun.getErrorType(), completedRun.getErrorMessage());
+            return;
+        }
+        System.out.printf("The response Id is %s%n", completedRun.getResponseId());
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerAsyncSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerAsyncSample.java
new file mode 100644
index 000000000000..b1fffcabd43a
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerAsyncSample.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.ai.projects.models.ScheduleRoutineTrigger;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+
+import java.time.Duration;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating a routine that fires on a recurring cron schedule using the asynchronous
+ * {@link BetaRoutinesAsyncClient}.
+ *
+ * 
The routine is configured with a {@link ScheduleRoutineTrigger} that fires every five minutes. The sample
+ * then polls the routine runs until one completes. Routines are a preview feature. Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesScheduleTriggerAsyncSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+    private static final Duration RUN_TIMEOUT = Duration.ofMinutes(6);
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesAsyncClient routinesAsyncClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesAsyncClient();
+
+        RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+        ScheduleRoutineTrigger trigger = new ScheduleRoutineTrigger("*/5 * * * *", "UTC");
+        Map triggers = new HashMap<>();
+        triggers.put("every_five_minutes", trigger);
+
+        routinesAsyncClient.deleteRoutine(ROUTINE_NAME)
+            .onErrorResume(ignored -> Mono.empty())
+            .then(routinesAsyncClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine used by the schedule-trigger sample.", true, triggers, action))
+            .flatMap(created -> {
+                System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+                System.out.printf("cron expression: %s; time zone: %s%n",
+                    trigger.getCronExpression(), trigger.getTimeZone());
+                System.out.printf("Waiting up to %d minutes for a scheduled run...%n", RUN_TIMEOUT.toMinutes());
+                return RoutinesSampleUtils.waitForCompletedRunAsync(routinesAsyncClient, ROUTINE_NAME, RUN_TIMEOUT)
+                    .doOnNext(completedRun -> RoutinesSampleUtils.reportRun(completedRun, RUN_TIMEOUT))
+                    .then();
+            })
+            .then(routinesAsyncClient.deleteRoutine(ROUTINE_NAME))
+            .doOnSuccess(unused -> System.out.println("Routine deleted"))
+            .block();
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerSample.java
new file mode 100644
index 000000000000..6a6c5d942fec
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesScheduleTriggerSample.java
@@ -0,0 +1,73 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineRun;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.ai.projects.models.ScheduleRoutineTrigger;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+import java.time.Duration;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating a routine that fires on a recurring cron schedule using the synchronous
+ * {@link BetaRoutinesClient}.
+ *
+ * 
The routine is configured with a {@link ScheduleRoutineTrigger} that fires every five minutes. The sample
+ * then polls the routine runs until one completes. Routines are a preview feature. Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesScheduleTriggerSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+    private static final Duration RUN_TIMEOUT = Duration.ofMinutes(6);
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesClient routinesClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesClient();
+
+        // Clean up any pre-existing routine with the same name.
+        try {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+        } catch (RuntimeException ignored) {
+            // The sample routine does not already exist.
+        }
+
+        try {
+            // BEGIN:com.azure.ai.projects.RoutinesScheduleTriggerSample.createRoutine
+            RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+
+            ScheduleRoutineTrigger trigger = new ScheduleRoutineTrigger("*/5 * * * *", "UTC");
+            Map triggers = new HashMap<>();
+            triggers.put("every_five_minutes", trigger);
+
+            com.azure.ai.projects.models.Routine created = routinesClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine used by the schedule-trigger sample.", true, triggers, action);
+            System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+            System.out.printf("cron expression: %s; time zone: %s%n",
+                trigger.getCronExpression(), trigger.getTimeZone());
+            // END:com.azure.ai.projects.RoutinesScheduleTriggerSample.createRoutine
+
+            System.out.printf("Waiting up to %d minutes for a scheduled run...%n", RUN_TIMEOUT.toMinutes());
+            RoutineRun completedRun = RoutinesSampleUtils.waitForCompletedRun(routinesClient, ROUTINE_NAME, RUN_TIMEOUT);
+            RoutinesSampleUtils.reportRun(completedRun, RUN_TIMEOUT);
+        } finally {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+            System.out.println("Routine deleted");
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerAsyncSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerAsyncSample.java
new file mode 100644
index 000000000000..936ee51ae402
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerAsyncSample.java
@@ -0,0 +1,68 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.ai.projects.models.TimerRoutineTrigger;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+
+import java.time.Duration;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating a one-shot routine that fires at a specific time using the asynchronous
+ * {@link BetaRoutinesAsyncClient}.
+ *
+ * 
The routine is configured with a {@link TimerRoutineTrigger} that fires roughly twenty seconds after
+ * creation. The sample then polls the routine runs until one completes. Routines are a preview feature.
+ * Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesTimerTriggerAsyncSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+    private static final Duration RUN_TIMEOUT = Duration.ofMinutes(3);
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesAsyncClient routinesAsyncClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesAsyncClient();
+
+        RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+        OffsetDateTime fireAt = OffsetDateTime.now(ZoneOffset.UTC).plusSeconds(20);
+        TimerRoutineTrigger trigger = new TimerRoutineTrigger().setAt(fireAt);
+        Map triggers = new HashMap<>();
+        triggers.put("once", trigger);
+
+        routinesAsyncClient.deleteRoutine(ROUTINE_NAME)
+            .onErrorResume(ignored -> Mono.empty())
+            .then(routinesAsyncClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine used by the timer-trigger sample.", true, triggers, action))
+            .flatMap(created -> {
+                System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+                System.out.printf("Fire at: %s%n", trigger.getAt());
+                System.out.printf("Waiting up to %d minutes for the timer run...%n", RUN_TIMEOUT.toMinutes());
+                return RoutinesSampleUtils.waitForCompletedRunAsync(routinesAsyncClient, ROUTINE_NAME, RUN_TIMEOUT)
+                    .doOnNext(completedRun -> RoutinesSampleUtils.reportRun(completedRun, RUN_TIMEOUT))
+                    .then();
+            })
+            .then(routinesAsyncClient.deleteRoutine(ROUTINE_NAME))
+            .doOnSuccess(unused -> System.out.println("Routine deleted"))
+            .block();
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerSample.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerSample.java
new file mode 100644
index 000000000000..6e264a12a2a4
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/RoutinesTimerTriggerSample.java
@@ -0,0 +1,77 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects;
+
+import com.azure.ai.projects.models.Routine;
+import com.azure.ai.projects.models.RoutineAction;
+import com.azure.ai.projects.models.RoutineRun;
+import com.azure.ai.projects.models.RoutineTrigger;
+import com.azure.ai.projects.models.TimerRoutineTrigger;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+import java.time.Duration;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Sample demonstrating a one-shot routine that fires at a specific time using the synchronous
+ * {@link BetaRoutinesClient}.
+ *
+ * 
The routine is configured with a {@link TimerRoutineTrigger} that fires roughly twenty seconds after
+ * creation. The sample then polls the routine runs until one completes. Routines are a preview feature.
+ * Before running, set:

+ * 
    
+ *   
  • {@code FOUNDRY_PROJECT_ENDPOINT} - the Azure AI Foundry project endpoint.
    • 
+ *   
  • {@code HOSTED_AGENT_NAME} - the name of a deployed hosted agent.
    • 
+ * 

+ */
+public class RoutinesTimerTriggerSample {
+    private static final String ROUTINE_NAME = "sample-routine";
+    private static final Duration RUN_TIMEOUT = Duration.ofMinutes(3);
+
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = configuration.get("HOSTED_AGENT_NAME");
+
+        BetaRoutinesClient routinesClient = new AIProjectClientBuilder()
+            .endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .beta()
+            .buildBetaRoutinesClient();
+
+        // Clean up any pre-existing routine with the same name.
+        try {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+        } catch (RuntimeException ignored) {
+            // The sample routine does not already exist.
+        }
+
+        try {
+            // BEGIN:com.azure.ai.projects.RoutinesTimerTriggerSample.createRoutine
+            RoutineAction action = RoutinesSampleUtils.agentAction(agentName);
+
+            OffsetDateTime fireAt = OffsetDateTime.now(ZoneOffset.UTC).plusSeconds(20);
+            TimerRoutineTrigger trigger = new TimerRoutineTrigger().setAt(fireAt);
+            Map triggers = new HashMap<>();
+            triggers.put("once", trigger);
+
+            Routine created = routinesClient.createOrUpdateRoutine(ROUTINE_NAME,
+                "Routine used by the timer-trigger sample.", true, triggers, action);
+            System.out.printf("Created routine: %s enabled=%s%n", created.getName(), created.isEnabled());
+            System.out.printf("Fire at: %s%n", trigger.getAt());
+            // END:com.azure.ai.projects.RoutinesTimerTriggerSample.createRoutine
+
+            System.out.printf("Waiting up to %d minutes for the timer run...%n", RUN_TIMEOUT.toMinutes());
+            RoutineRun completedRun = RoutinesSampleUtils.waitForCompletedRun(routinesClient, ROUTINE_NAME, RUN_TIMEOUT);
+            RoutinesSampleUtils.reportRun(completedRun, RUN_TIMEOUT);
+        } finally {
+            routinesClient.deleteRoutine(ROUTINE_NAME);
+            System.out.println("Routine deleted");
+        }
+    }
+}

From 0ab5433d9b2ef79ced846cbebd9e9f613e810187 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Thu, 25 Jun 2026 23:50:19 -0700
Subject: [PATCH 22/45] add version for revapi dependency

---
 sdk/ai/azure-ai-agents/pom.xml   | 1 +
 sdk/ai/azure-ai-projects/pom.xml | 1 +
 2 files changed, 2 insertions(+)

diff --git a/sdk/ai/azure-ai-agents/pom.xml b/sdk/ai/azure-ai-agents/pom.xml
index d25b13858730..a106c6f0b928 100644
--- a/sdk/ai/azure-ai-agents/pom.xml
+++ b/sdk/ai/azure-ai-agents/pom.xml
@@ -115,6 +115,7 @@
       
         org.revapi
         revapi-maven-plugin
+        0.15.1 
         
           
             
diff --git a/sdk/ai/azure-ai-projects/pom.xml b/sdk/ai/azure-ai-projects/pom.xml
index d794f6cb7d29..ec4c36f11748 100644
--- a/sdk/ai/azure-ai-projects/pom.xml
+++ b/sdk/ai/azure-ai-projects/pom.xml
@@ -116,6 +116,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
       
         org.revapi
         revapi-maven-plugin
+        0.15.1 
         
           
             

From c469165891b600a69a2dddc75078383c8cdd0757 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Fri, 26 Jun 2026 10:20:43 +0200
Subject: [PATCH 23/45] Convenience methods for file operations for sessions
 and code agents (#49607)

* Added convenience methods for file operations

* Added methods with response too

* applied spotless

* Async methods

* core feature done

* adjusted samples to use new methods

* Duplicated files from samples for test for decoupling

* made utils class final and hid the ctx

* Updated convenient API for files to allow ovewrite flag
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   1 +
 .../azure/ai/agents/AgentsAsyncClient.java    | 327 ++++++++++++++---
 .../com/azure/ai/agents/AgentsClient.java     | 337 +++++++++++++++---
 .../implementation/utils/FileUtils.java       | 111 ++++++
 .../ai/agents/models/CodeFileDetails.java     |  14 +
 .../java/com/azure/ai/agents/SampleUtils.java |  17 +-
 .../hostedagents/CodeAgentAsyncSample.java    |  31 +-
 .../agents/hostedagents/CodeAgentSample.java  |  16 +-
 .../utils/CodeAgentSampleUtils.java           |  76 ++--
 .../src/samples/resources/assets/main.py      |  32 ++
 .../samples/resources/assets/requirements.txt |   4 +
 .../hostedagents/CodeAgentSamplesTests.java   | 128 +++++--
 .../HostedAgentContainerSamplesTests.java     | 201 ++++++++++-
 .../agents/implementation/FileUtilsTest.java  |  83 +++++
 .../src/test/resources/assets/main.py         |  32 ++
 .../test/resources/assets/requirements.txt    |   4 +
 16 files changed, 1218 insertions(+), 196 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/resources/assets/main.py
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/resources/assets/requirements.txt
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/resources/assets/main.py
 create mode 100644 sdk/ai/azure-ai-agents/src/test/resources/assets/requirements.txt

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 332750b3475d..dc7447fcbb26 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -4,6 +4,7 @@
 
 ### Features Added
 
+- Added convenience methods on `AgentsClient` and `AgentsAsyncClient` to read and write hosted-agent files directly from and to disk using a `String` file path. `downloadAgentCode`, `downloadAgentCodeWithResponse`, and `downloadSessionFileWithResponse` write the downloaded content to the supplied path and accept an optional `overwrite` flag; when the flag is omitted the operation fails if a file already exists at the destination. `uploadSessionFileWithResponse` and the new `CodeFileDetails(String)` constructor read the upload content from a `String` file path.
 - Added `deleteMemory(String, String)` to `BetaMemoryStoresClient` and `BetaMemoryStoresAsyncClient` for deleting an individual memory item from a memory store.
 - Added protocol-style `listOptimizationCandidates(String, com.azure.core.http.rest.RequestOptions)` overloads on `AgentsClient` and `AgentsAsyncClient` for listing raw optimization candidate pages as `BinaryData`.
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index d285473fa06d..6fc7153ffbaf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -16,6 +16,7 @@
 import com.azure.ai.agents.implementation.models.CreateSessionRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentRequest;
+import com.azure.ai.agents.implementation.utils.FileUtils;
 import com.azure.ai.agents.models.AgentBlueprintReference;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentDetails;
@@ -48,6 +49,8 @@
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.FluxUtil;
 import com.openai.models.conversations.Conversation;
+
+import java.nio.file.Paths;
 import java.util.Map;
 import java.util.stream.Collectors;
 import reactor.core.publisher.Flux;
@@ -67,7 +70,7 @@ public final class AgentsAsyncClient {
      *
      * Retrieves an agent definition by its unique name.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -180,7 +183,7 @@ public Mono> getAgentWithResponse(String agentName, Request
      *
      * Creates a new version for the specified agent and returns the created version resource.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -200,9 +203,9 @@ public Mono> getAgentWithResponse(String agentName, Request
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -329,7 +332,7 @@ public Mono deleteAgentVersion(String agentName, String agentVersion) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -503,7 +506,7 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *
      * Creates a new agent or a new version of an existing agent.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -572,9 +575,9 @@ public Mono createAgentVersion(String agentName, AgentDefin
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -685,7 +688,7 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      * Updates the agent by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -705,9 +708,9 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -856,7 +859,7 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      *
      * Imports the provided manifest to create an agent and returns the created resource.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -872,9 +875,9 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -987,7 +990,7 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1002,9 +1005,9 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1117,7 +1120,7 @@ Mono> updateAgentFromManifestWithResponse(String agentName,
      *
      * Imports the provided manifest to create a new version for the specified agent.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1132,9 +1135,9 @@ Mono> updateAgentFromManifestWithResponse(String agentName,
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1371,7 +1374,7 @@ public Mono createAgentVersionFromManifest(String agentName
      *
      * Retrieves the specified version of an agent by its agent name and version identifier.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1595,7 +1598,7 @@ public PagedFlux listAgentVersions(String agentName, Intege
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1778,7 +1781,7 @@ Mono createAgentFromManifest(String agentName, String manifestId,
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1900,7 +1903,7 @@ public Mono> deleteAgentWithResponse(String agentName, RequestOpt
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1941,7 +1944,7 @@ Mono> internalDeleteAgentWithResponse(String agentName, Req
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2246,7 +2249,7 @@ Mono updateAgent(String agentName, AgentDefinition definition, Map
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2368,7 +2371,7 @@ Mono> createAgentFromCodeWithResponse(String agentName, Str
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2488,7 +2491,7 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      *
      * Applies a merge-patch update to the specified agent endpoint configuration.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2542,9 +2545,9 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2664,7 +2667,7 @@ public Mono> updateAgentDetailsWithResponse(String agentNam
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2742,7 +2745,7 @@ Mono> createAgentVersionFromCodeWithResponse(String agentNa
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * BinaryData
@@ -2763,6 +2766,73 @@ public Mono> downloadAgentCodeWithResponse(String agentName
         return this.serviceClient.downloadAgentCodeWithResponseAsync(agentName, requestOptions);
     }
 
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     *
+     * @param agentName The name of the agent.
+     * @param filePath The path to file in disk for the download. If a file already exists at this path, the returned
+     * {@link Mono} fails; use the {@code overwrite} overload to replace it.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> downloadAgentCodeWithResponse(String agentName, String filePath,
+        RequestOptions requestOptions) {
+        return downloadAgentCodeWithResponse(agentName, filePath, false, requestOptions);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent and writes it to {@code filePath}.
+     *
+     * @param agentName The name of the agent.
+     * @param filePath The path to file in disk for the download.
+     * @param overwrite Whether to overwrite an existing file at {@code filePath}. When {@code false}, the returned
+     * {@link Mono} fails if a file already exists at the destination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> downloadAgentCodeWithResponse(String agentName, String filePath, boolean overwrite,
+        RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentCodeWithResponseAsync(agentName, requestOptions)
+            .flatMap(response -> FileUtils.writeToFileWithResponseAsync(response, filePath, overwrite));
+    }
+
     /**
      * Create a session
      *
@@ -2770,7 +2840,7 @@ public Mono> downloadAgentCodeWithResponse(String agentName
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2781,9 +2851,9 @@ public Mono> downloadAgentCodeWithResponse(String agentName
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2821,7 +2891,7 @@ public Mono> createSessionWithResponse(String agentName, Bi
      *
      * Retrieves the details of a hosted agent session by agent name and session identifier.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2924,7 +2994,7 @@ public Mono> stopSessionWithResponse(String agentName, String ses
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2985,7 +3055,7 @@ public PagedFlux listSessions(String agentName, RequestOptions reque
      * The stream remains open until the client disconnects or the server
      * terminates the connection. Clients should handle reconnection as needed.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -3022,15 +3092,15 @@ public Mono> getSessionLogStreamWithResponse(String agentNa
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * BinaryData
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -3060,13 +3130,64 @@ public Mono> uploadSessionFileWithResponse(String agentName
             requestOptions);
     }
 
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

+     *
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     *
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     path: String (Required)
+     *     bytes_written: long (Required)
+     * }
+     * }
+     * 

+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param filePath The path to the local file whose contents will be uploaded.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> uploadSessionFileWithResponse(String agentName, String agentSessionId,
+        String path, String filePath, RequestOptions requestOptions) {
+        return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, agentSessionId, path,
+            BinaryData.fromFile(Paths.get(filePath)), requestOptions);
+    }
+
     /**
      * Download a session file
      *
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * BinaryData
@@ -3090,6 +3211,71 @@ public Mono> downloadSessionFileWithResponse(String agentNa
         return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
     }
 
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param filePath destination file for the download. If a file already exists at this path, the returned
+     * {@link Mono} fails; use the {@code overwrite} overload to replace it.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        String filePath, RequestOptions requestOptions) {
+        return downloadSessionFileWithResponse(agentName, agentSessionId, path, filePath, false, requestOptions);
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path and writes it to {@code filePath}.
+     * The path is resolved relative to the session home directory.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param filePath destination file for the download.
+     * @param overwrite Whether to overwrite an existing file at {@code filePath}. When {@code false}, the returned
+     * {@link Mono} fails if a file already exists at the destination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono> downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        String filePath, boolean overwrite, RequestOptions requestOptions) {
+        return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions)
+            .flatMap(response -> FileUtils.writeToFileWithResponseAsync(response, filePath, overwrite));
+    }
+
     /**
      * List session files
      *
@@ -3119,7 +3305,7 @@ public Mono> downloadSessionFileWithResponse(String agentNa
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -3365,6 +3551,61 @@ public Mono downloadAgentCode(String agentName, String agentVersion)
         return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
     }
 
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     *
+     * @param agentName The name of the agent.
+     * @param agentVersion The version of the agent whose code zip should be downloaded.
+     * @param filePath destination file for the download. If a file already exists at this path, the returned
+     * {@link Mono} fails; use the {@code overwrite} overload to replace it.
+     * If omitted, the latest version's code zip is returned.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono downloadAgentCode(String agentName, String agentVersion, String filePath) {
+        return downloadAgentCode(agentName, agentVersion, filePath, false);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent and writes it to {@code filePath}.
+     *
+     * @param agentName The name of the agent.
+     * @param agentVersion The version of the agent whose code zip should be downloaded.
+     * If omitted, the latest version's code zip is returned.
+     * @param filePath destination file for the download.
+     * @param overwrite Whether to overwrite an existing file at {@code filePath}. When {@code false}, the returned
+     * {@link Mono} fails if a file already exists at the destination.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono downloadAgentCode(String agentName, String agentVersion, String filePath, boolean overwrite) {
+        return downloadAgentCode(agentName, agentVersion)
+            .flatMap(content -> FileUtils.writeToFileAsync(content, filePath, overwrite));
+    }
+
     /**
      * Download agent code
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 5ac61d84fac4..99166397c41b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -16,6 +16,7 @@
 import com.azure.ai.agents.implementation.models.CreateSessionRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentRequest;
+import com.azure.ai.agents.implementation.utils.FileUtils;
 import com.azure.ai.agents.models.AgentBlueprintReference;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentDetails;
@@ -46,6 +47,9 @@
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.IterableStream;
 import com.openai.models.conversations.Conversation;
+
+import java.io.IOException;
+import java.nio.file.Paths;
 import java.util.Map;
 
 /**
@@ -62,7 +66,7 @@ public final class AgentsClient {
      *
      * Retrieves an agent definition by its unique name.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -174,7 +178,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *
      * Creates a new version for the specified agent and returns the created version resource.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -194,9 +198,9 @@ public Response getAgentWithResponse(String agentName, RequestOption
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -321,7 +325,7 @@ public void deleteAgentVersion(String agentName, String agentVersion) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -470,7 +474,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *
      * Creates a new agent or a new version of an existing agent.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -539,9 +543,9 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -652,7 +656,7 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      * Updates the agent by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -672,9 +676,9 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -823,7 +827,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      *
      * Imports the provided manifest to create an agent and returns the created resource.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -839,9 +843,9 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -953,7 +957,7 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -968,9 +972,9 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1083,7 +1087,7 @@ Response updateAgentFromManifestWithResponse(String agentName,
      *
      * Imports the provided manifest to create a new version for the specified agent.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1098,9 +1102,9 @@ Response updateAgentFromManifestWithResponse(String agentName,
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1330,7 +1334,7 @@ public AgentVersionDetails createAgentVersionFromManifest(String agentName, Stri
      *
      * Retrieves the specified version of an agent by its agent name and version identifier.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1529,7 +1533,7 @@ public PagedIterable listAgentVersions(String agentName, In
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1711,7 +1715,7 @@ AgentDetails createAgentFromManifest(String agentName, String manifestId, Map
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1820,7 +1824,7 @@ public Response deleteAgentWithResponse(String agentName, RequestOptions r
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -1861,7 +1865,7 @@ Response internalDeleteAgentWithResponse(String agentName, RequestOp
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2139,7 +2143,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, MapResponse Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2260,7 +2264,7 @@ Response createAgentFromCodeWithResponse(String agentName, String co
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2379,7 +2383,7 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      *
      * Applies a merge-patch update to the specified agent endpoint configuration.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2433,9 +2437,9 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2554,7 +2558,7 @@ public Response updateAgentDetailsWithResponse(String agentName, Bin
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2632,7 +2636,7 @@ Response createAgentVersionFromCodeWithResponse(String agentName, St
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * BinaryData
@@ -2653,6 +2657,77 @@ public Response downloadAgentCodeWithResponse(String agentName, Requ
         return this.serviceClient.downloadAgentCodeWithResponse(agentName, requestOptions);
     }
 
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * 
Query Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Query Parameters
NameTypeRequiredDescription
agent_versionStringNoThe version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.

+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     *
+     * @param agentName The name of the agent.
+     * @param filePath The path to the file where the downloaded code zip will be saved.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws IOException file write operation failure. A {@link java.nio.file.FileAlreadyExistsException} is thrown if
+     * a file already exists at {@code filePath}; use the {@code overwrite} overload to replace it.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response downloadAgentCodeWithResponse(String agentName, String filePath,
+        RequestOptions requestOptions) throws IOException {
+        return downloadAgentCodeWithResponse(agentName, filePath, false, requestOptions);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent and writes it to {@code filePath}.
+     *
+     * @param agentName The name of the agent.
+     * @param filePath The path to the file where the downloaded code zip will be saved.
+     * @param overwrite Whether to overwrite an existing file at {@code filePath}. When {@code false}, the operation
+     * fails if a file already exists at the destination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws IOException file write operation failure. A {@link java.nio.file.FileAlreadyExistsException} is thrown if
+     * {@code overwrite} is {@code false} and a file already exists at {@code filePath}.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response downloadAgentCodeWithResponse(String agentName, String filePath, boolean overwrite,
+        RequestOptions requestOptions) throws IOException {
+        Response response = this.serviceClient.downloadAgentCodeWithResponse(agentName, requestOptions);
+        FileUtils.writeToFile(response, filePath, overwrite);
+        return new SimpleResponse<>(response.getRequest(), response.getStatusCode(), response.getHeaders(), null);
+    }
+
     /**
      * Create a session
      *
@@ -2660,7 +2735,7 @@ public Response downloadAgentCodeWithResponse(String agentName, Requ
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2671,9 +2746,9 @@ public Response downloadAgentCodeWithResponse(String agentName, Requ
      * }
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2711,7 +2786,7 @@ public Response createSessionWithResponse(String agentName, BinaryDa
      *
      * Retrieves the details of a hosted agent session by agent name and session identifier.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2811,7 +2886,7 @@ public Response stopSessionWithResponse(String agentName, String sessionId
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2872,7 +2947,7 @@ public PagedIterable listSessions(String agentName, RequestOptions r
      * The stream remains open until the client disconnects or the server
      * terminates the connection. Clients should handle reconnection as needed.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2908,15 +2983,15 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      * 
Request Body Schema

-     * 
+     *
      * 
      * {@code
      * BinaryData
      * }
      * 

-     * 
+     *
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -2945,13 +3020,63 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
             requestOptions);
     }
 
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Request Body Schema

+     *
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     *
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * {
+     *     path: String (Required)
+     *     bytes_written: long (Required)
+     * }
+     * }
+     * 

+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param filePath The path to the local file whose contents will be uploaded.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return response from uploading a file to a session sandbox along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        String filePath, RequestOptions requestOptions) {
+        return this.serviceClient.uploadSessionFileWithResponse(agentName, agentSessionId, path,
+            BinaryData.fromFile(Paths.get(filePath)), requestOptions);
+    }
+
     /**
      * Download a session file
      *
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * BinaryData
@@ -2975,6 +3100,76 @@ public Response downloadSessionFileWithResponse(String agentName, St
         return this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
     }
 
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * 
Header Parameters

+     * 
+     * 
+     * 
+     * 
+     * 
Header Parameters
NameTypeRequiredDescription
x-ms-user-isolation-keyStringNoOpaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.

+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
Response Body Schema

+     *
+     * 
+     * {@code
+     * BinaryData
+     * }
+     * 

+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param filePath path to disc in file where to save the downloaded file.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws IOException file write operation failure. A {@link java.nio.file.FileAlreadyExistsException} is thrown if
+     * a file already exists at {@code filePath}; use the {@code overwrite} overload to replace it.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        String filePath, RequestOptions requestOptions) throws IOException {
+        return downloadSessionFileWithResponse(agentName, agentSessionId, path, filePath, false, requestOptions);
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path and writes it to {@code filePath}.
+     * The path is resolved relative to the session home directory.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param filePath path to disc in file where to save the downloaded file.
+     * @param overwrite Whether to overwrite an existing file at {@code filePath}. When {@code false}, the operation
+     * fails if a file already exists at the destination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws IOException file write operation failure. A {@link java.nio.file.FileAlreadyExistsException} is thrown if
+     * {@code overwrite} is {@code false} and a file already exists at {@code filePath}.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        String filePath, boolean overwrite, RequestOptions requestOptions) throws IOException {
+        Response response
+            = this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
+        FileUtils.writeToFile(response, filePath, overwrite);
+        return new SimpleResponse<>(response.getRequest(), response.getStatusCode(), response.getHeaders(), null);
+    }
+
     /**
      * List session files
      *
@@ -3004,7 +3199,7 @@ public Response downloadSessionFileWithResponse(String agentName, St
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     * 
+     *
      * 
      * {@code
      * {
@@ -3246,6 +3441,62 @@ public BinaryData downloadAgentCode(String agentName, String agentVersion) {
         return downloadAgentCodeWithResponse(agentName, requestOptions).getValue();
     }
 
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     *
+     * @param agentName The name of the agent.
+     * @param agentVersion The version of the agent whose code zip should be downloaded.
+     * If omitted, the latest version's code zip is returned.
+     * @param filePath destination file.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @throws IOException file write operation failure. A {@link java.nio.file.FileAlreadyExistsException} is thrown if
+     * a file already exists at {@code filePath}; use the {@code overwrite} overload to replace it.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void downloadAgentCode(String agentName, String agentVersion, String filePath) throws IOException {
+        downloadAgentCode(agentName, agentVersion, filePath, false);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent and writes it to {@code filePath}.
+     *
+     * @param agentName The name of the agent.
+     * @param agentVersion The version of the agent whose code zip should be downloaded.
+     * If omitted, the latest version's code zip is returned.
+     * @param filePath destination file.
+     * @param overwrite Whether to overwrite an existing file at {@code filePath}. When {@code false}, the operation
+     * fails if a file already exists at the destination.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @throws IOException file write operation failure. A {@link java.nio.file.FileAlreadyExistsException} is thrown if
+     * {@code overwrite} is {@code false} and a file already exists at {@code filePath}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void downloadAgentCode(String agentName, String agentVersion, String filePath, boolean overwrite)
+        throws IOException {
+        FileUtils.writeToFile(downloadAgentCode(agentName, agentVersion), filePath, overwrite);
+    }
+
     /**
      * Download agent code
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java
new file mode 100644
index 000000000000..dcb2799d0df9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java
@@ -0,0 +1,111 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+package com.azure.ai.agents.implementation.utils;
+
+import com.azure.core.http.rest.Response;
+import com.azure.core.http.rest.SimpleResponse;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.FluxUtil;
+import reactor.core.publisher.Mono;
+
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.channels.AsynchronousFileChannel;
+import java.nio.file.FileAlreadyExistsException;
+import java.nio.file.Files;
+import java.nio.file.OpenOption;
+import java.nio.file.Paths;
+import java.nio.file.StandardOpenOption;
+
+/**
+ * Internal utilities for file operations.
+ */
+public final class FileUtils {
+
+    private FileUtils() {
+    }
+
+    /**
+     * Writes to file.
+     *
+     * @param content response content to write to file.
+     * @param destinationFile destination file path.
+     * @param overwrite whether an existing file at {@code destinationFile} may be overwritten. When {@code false} the
+     * returned {@link Mono} fails with a {@link FileAlreadyExistsException} if the file already exists.
+     * @return a {@link Mono} that completes when the file has been written.
+     */
+    public static Mono writeToFileAsync(BinaryData content, String destinationFile, boolean overwrite) {
+        // file handling is done asynchronously. Errors either opening or closing the file are bubbled up to the
+        // subscriber
+        return Mono.usingWhen(
+            Mono.fromCallable(() -> AsynchronousFileChannel.open(Paths.get(destinationFile), openOptions(overwrite))),
+            channel -> FluxUtil.writeFile(content.toFluxByteBuffer(), channel), channel -> Mono.defer(() -> {
+                try {
+                    channel.close();
+                    return Mono.empty();
+                } catch (IOException e) {
+                    return Mono.error(e);
+                }
+            }));
+    }
+
+    /**
+     * Writes to file and returns a simplified response.
+     *
+     * @param response request response and its content.
+     * @param destinationFile destination file path
+     * @param overwrite whether an existing file at {@code destinationFile} may be overwritten. When {@code false} the
+     * returned {@link Mono} fails with a {@link FileAlreadyExistsException} if the file already exists.
+     * @return a {@link Mono} that completes when the file has been written and the request {@link Response}
+     */
+    public static Mono> writeToFileWithResponseAsync(Response response,
+        String destinationFile, boolean overwrite) {
+        return writeToFileAsync(response.getValue(), destinationFile, overwrite).thenReturn(
+            new SimpleResponse<>(response.getRequest(), response.getStatusCode(), response.getHeaders(), null));
+    }
+
+    /**
+     * Writes to a file.
+     *
+     * @param content contents to store in the file.
+     * @param destinationFile destination file.
+     * @param overwrite whether an existing file at {@code destinationFile} may be overwritten. When {@code false} a
+     * {@link FileAlreadyExistsException} is thrown if the file already exists.
+     * @throws IOException file operation failures.
+     */
+    public static void writeToFile(BinaryData content, String destinationFile, boolean overwrite) throws IOException {
+        try (OutputStream stream = Files.newOutputStream(Paths.get(destinationFile), openOptions(overwrite))) {
+            content.writeTo(stream);
+        }
+    }
+
+    /**
+     * Writes to a file using a response
+     *
+     * @param response HTTP response containing the file contents.
+     * @param destinationFile destination file.
+     * @param overwrite whether an existing file at {@code destinationFile} may be overwritten. When {@code false} a
+     * {@link FileAlreadyExistsException} is thrown if the file already exists.
+     * @throws IOException file operation failures.
+     */
+    public static void writeToFile(Response response, String destinationFile, boolean overwrite)
+        throws IOException {
+        writeToFile(response.getValue(), destinationFile, overwrite);
+    }
+
+    /**
+     * Builds the {@link OpenOption} set used when opening the destination file for writing.
+     *
+     * @param overwrite whether an existing file may be overwritten.
+     * @return open options that truncate an existing file when {@code overwrite} is {@code true}, or fail with a
+     * {@link FileAlreadyExistsException} when {@code false} and the file already exists.
+     */
+    private static OpenOption[] openOptions(boolean overwrite) {
+        return overwrite
+            ? new OpenOption[] {
+                StandardOpenOption.CREATE,
+                StandardOpenOption.TRUNCATE_EXISTING,
+                StandardOpenOption.WRITE }
+            : new OpenOption[] { StandardOpenOption.CREATE_NEW, StandardOpenOption.WRITE };
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java
index 1bed6e5dd593..b285814a29fe 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java
@@ -7,6 +7,9 @@
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
 
+import java.nio.file.Path;
+import java.nio.file.Paths;
+
 /**
  * The file details for the "code" field.
  */
@@ -41,6 +44,17 @@ public CodeFileDetails(BinaryData content) {
         this.content = content;
     }
 
+    /**
+     * Creates an instance of CodeFileDetails class.
+     *
+     * @param filePath path to the file on disk to upload.
+     */
+    public CodeFileDetails(String filePath) {
+        Path path = Paths.get(filePath);
+        this.content = BinaryData.fromFile(path);
+        this.filename = path.getFileName().toString();
+    }
+
     /**
      * Get the content property: The content of the file.
      *
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/SampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/SampleUtils.java
index bdfa7bad1229..f32f41263004 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/SampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/SampleUtils.java
@@ -5,6 +5,7 @@
 
 import java.net.URISyntaxException;
 import java.net.URL;
+import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.Paths;
 
@@ -18,12 +19,22 @@ public class SampleUtils {
     public static Path getResourcePath(String fileName) {
         try {
             URL resourceUrl = SampleUtils.class.getClassLoader().getResource(fileName);
-            if (resourceUrl == null) {
-                throw new RuntimeException("Sample resource file not found: " + fileName);
+            if (resourceUrl != null) {
+                return Paths.get(resourceUrl.toURI());
             }
-            return Paths.get(resourceUrl.toURI());
         } catch (URISyntaxException e) {
             throw new RuntimeException("Invalid URI for sample resource: " + fileName, e);
         }
+
+        Path[] resourcePaths = new Path[] {
+            Paths.get("src", "samples", "resources", fileName),
+            Paths.get("sdk", "ai", "azure-ai-agents", "src", "samples", "resources", fileName)
+        };
+        for (Path resourcePath : resourcePaths) {
+            if (Files.exists(resourcePath)) {
+                return resourcePath;
+            }
+        }
+        throw new RuntimeException("Sample resource file not found: " + fileName);
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
index e264942b527e..09f5809d504c 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
@@ -7,12 +7,13 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
 import com.azure.core.exception.ResourceNotFoundException;
-import com.azure.core.util.BinaryData;
+import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 import reactor.core.publisher.Mono;
 import reactor.core.scheduler.Schedulers;
 
+import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.time.Duration;
@@ -36,26 +37,29 @@ public static void main(String[] args) {
         Mono workflow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
             .then(Mono.fromCallable(CodeAgentSampleUtils::createCodeZip).subscribeOn(Schedulers.boundedElastic()))
-            .flatMap(codeZip -> {
-                String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
+            .flatMap(codeZipPath -> {
+                String codeZipSha256;
+                try {
+                    codeZipSha256 = CodeAgentSampleUtils.sha256(codeZipPath);
+                } catch (IOException e) {
+                    return Mono.error(e);
+                }
 
                 // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode_initial
 
                 return agentsAsyncClient.createAgentVersionFromCode(
                     agentName,
                     codeZipSha256,
-                    CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip))
+                    CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath))
                     .doOnNext(version -> {
                         System.out.printf("Created code-based agent: %s%n", version.getName());
                         CodeAgentSampleUtils.printLatestVersion(version);
                     })
 
                     // END: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode_initial
-
                     // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.downloadAgentCode
 
-                    .then(agentsAsyncClient.downloadAgentCode(agentName, null))
-                    .flatMap(downloadedCode -> writeDownloadedCode(agentName, downloadedCode))
+                    .then(downloadAgentCode(agentsAsyncClient, agentName))
 
                     // END: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.downloadAgentCode
 
@@ -64,7 +68,7 @@ public static void main(String[] args) {
                     .then(agentsAsyncClient.createAgentVersionFromCode(
                         agentName,
                         codeZipSha256,
-                        CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip)))
+                        CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath)))
                     .doOnNext(newVersion -> {
                         System.out.printf("Created code-based agent version: %s%n", newVersion.getVersion());
                         CodeAgentSampleUtils.printLatestVersion(newVersion);
@@ -85,12 +89,13 @@ public static void main(String[] args) {
             .block();
     }
 
-    private static Mono writeDownloadedCode(String agentName, BinaryData downloadedCode) {
+    private static Mono downloadAgentCode(AgentsAsyncClient agentsAsyncClient, String agentName) {
         return Mono.fromCallable(() -> {
-            Path downloadPath = Files.createTempFile(agentName + "-", ".zip");
-            Files.write(downloadPath, downloadedCode.toBytes());
-            System.out.println("Downloaded code package path: " + downloadPath);
+            Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
             return downloadPath;
-        }).subscribeOn(Schedulers.boundedElastic());
+        }).subscribeOn(Schedulers.boundedElastic())
+            .flatMap(downloadPath -> agentsAsyncClient.downloadAgentCodeWithResponse(
+                agentName, downloadPath.toString(), new RequestOptions()).thenReturn(downloadPath))
+            .doOnNext(downloadPath -> System.out.println("Downloaded code package path: " + downloadPath));
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
index ee3ad2a8252d..8bdd382581f4 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
@@ -8,7 +8,7 @@
 import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.core.exception.ResourceNotFoundException;
-import com.azure.core.util.BinaryData;
+import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
@@ -41,24 +41,22 @@ public static void main(String[] args) throws IOException {
         try {
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.createAgentVersionFromCode_initial
 
-            BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
-            String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
+            Path codeZipPath = CodeAgentSampleUtils.createCodeZip();
+            String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZipPath);
 
             AgentVersionDetails version = agentsClient.createAgentVersionFromCode(
                 agentName,
                 codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
+                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath));
 
             System.out.printf("Created code-based agent: %s%n", version.getName());
             CodeAgentSampleUtils.printLatestVersion(version);
 
             // END: com.azure.ai.agents.hostedagents.CodeAgentSample.createAgentVersionFromCode_initial
-
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.downloadAgentCode
 
-            BinaryData downloadedCode = agentsClient.downloadAgentCode(agentName, null);
-            Path downloadPath = Files.createTempFile(agentName + "-", ".zip");
-            Files.write(downloadPath, downloadedCode.toBytes());
+            Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
+            agentsClient.downloadAgentCodeWithResponse(agentName, downloadPath.toString(), new RequestOptions());
             System.out.println("Downloaded code package path: " + downloadPath);
 
             // END: com.azure.ai.agents.hostedagents.CodeAgentSample.downloadAgentCode
@@ -68,7 +66,7 @@ public static void main(String[] args) throws IOException {
             AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(
                 agentName,
                 codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
+                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath));
 
             System.out.printf("Created code-based agent version: %s%n", newVersion.getVersion());
             CodeAgentSampleUtils.printLatestVersion(newVersion);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
index b99df6dfd44f..cd7239be1a26 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
@@ -3,6 +3,7 @@
 
 package com.azure.ai.agents.hostedagents.utils;
 
+import com.azure.ai.agents.SampleUtils;
 import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.CodeConfiguration;
@@ -12,11 +13,11 @@
 import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.ai.agents.models.HostedAgentDefinition;
 import com.azure.ai.agents.models.ProtocolVersionRecord;
-import com.azure.core.util.BinaryData;
 
-import java.io.ByteArrayOutputStream;
 import java.io.IOException;
-import java.nio.charset.StandardCharsets;
+import java.io.InputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
 import java.security.MessageDigest;
 import java.security.NoSuchAlgorithmException;
 import java.util.Arrays;
@@ -28,27 +29,37 @@
 
 public final class CodeAgentSampleUtils {
     public static final String SAMPLE_AGENT_NAME = "java-code-agent-sample";
+    private static final String CODE_AGENT_ASSETS_PATH = "assets/";
+    private static final int READ_BUFFER_SIZE = 8192;
 
     private CodeAgentSampleUtils() {
     }
 
-    public static CreateAgentVersionFromCodeContent createAgentVersionFromCodeContent(BinaryData codeZip) {
-        return new CreateAgentVersionFromCodeContent(createMetadata(), createCodeFileDetails(codeZip));
+    public static CreateAgentVersionFromCodeContent createAgentVersionFromCodeContent(Path codeZipPath) {
+        return new CreateAgentVersionFromCodeContent(createMetadata(), createCodeFileDetails(codeZipPath));
     }
 
-    public static BinaryData createCodeZip() throws IOException {
-        ByteArrayOutputStream outputStream = new ByteArrayOutputStream();
-        try (ZipOutputStream zipOutputStream = new ZipOutputStream(outputStream)) {
-            addZipEntry(zipOutputStream, "main.py", createMainPy());
-            addZipEntry(zipOutputStream, "requirements.txt", createRequirementsTxt());
+    public static Path createCodeZip() throws IOException {
+        Path codeZipPath = Files.createTempFile("responses-echo-agent-", ".zip");
+        try (ZipOutputStream zipOutputStream = new ZipOutputStream(Files.newOutputStream(codeZipPath))) {
+            addZipEntry(zipOutputStream, "main.py", SampleUtils.getResourcePath(CODE_AGENT_ASSETS_PATH + "main.py"));
+            addZipEntry(zipOutputStream, "requirements.txt",
+                SampleUtils.getResourcePath(CODE_AGENT_ASSETS_PATH + "requirements.txt"));
         }
-        return BinaryData.fromBytes(outputStream.toByteArray());
+        return codeZipPath;
     }
 
-    public static String sha256(BinaryData data) {
+    public static String sha256(Path filePath) throws IOException {
         try {
             MessageDigest digest = MessageDigest.getInstance("SHA-256");
-            byte[] hash = digest.digest(data.toBytes());
+            byte[] buffer = new byte[READ_BUFFER_SIZE];
+            try (InputStream inputStream = Files.newInputStream(filePath)) {
+                int bytesRead;
+                while ((bytesRead = inputStream.read(buffer)) != -1) {
+                    digest.update(buffer, 0, bytesRead);
+                }
+            }
+            byte[] hash = digest.digest();
             StringBuilder builder = new StringBuilder(hash.length * 2);
             for (byte value : hash) {
                 builder.append(String.format("%02x", value));
@@ -89,46 +100,15 @@ private static HostedAgentDefinition createHostedAgentDefinition() {
                 new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
     }
 
-    private static CodeFileDetails createCodeFileDetails(BinaryData codeZip) {
-        return new CodeFileDetails(codeZip)
+    private static CodeFileDetails createCodeFileDetails(Path codeZipPath) {
+        return new CodeFileDetails(codeZipPath.toString())
             .setFilename("responses-echo-agent.zip")
             .setContentType("application/zip");
     }
 
-    private static void addZipEntry(ZipOutputStream zipOutputStream, String name, String content) throws IOException {
+    private static void addZipEntry(ZipOutputStream zipOutputStream, String name, Path sourcePath) throws IOException {
         zipOutputStream.putNextEntry(new ZipEntry(name));
-        zipOutputStream.write(content.getBytes(StandardCharsets.UTF_8));
+        zipOutputStream.write(Files.readAllBytes(sourcePath));
         zipOutputStream.closeEntry();
     }
-
-    private static String createMainPy() {
-        return "import asyncio\n"
-            + "import logging\n\n"
-            + "from azure.ai.agentserver.responses import (\n"
-            + "    CreateResponse,\n"
-            + "    ResponseContext,\n"
-            + "    ResponsesAgentServerHost,\n"
-            + "    TextResponse,\n"
-            + ")\n\n"
-            + "logging.basicConfig(level=logging.INFO)\n"
-            + "logger = logging.getLogger(__name__)\n"
-            + "app = ResponsesAgentServerHost()\n\n"
-            + "@app.create_handler\n"
-            + "async def handler(request: CreateResponse, context: ResponseContext, "
-            + "cancellation_signal: asyncio.Event):\n"
-            + "    input_text = await context.get_input_text()\n"
-            + "    logger.info('Received input: %s', input_text)\n"
-            + "    return TextResponse(context, request, text=f'Echo: {input_text}')\n\n"
-            + "def main() -> None:\n"
-            + "    app.run()\n\n"
-            + "if __name__ == '__main__':\n"
-            + "    main()\n";
-    }
-
-    private static String createRequirementsTxt() {
-        return "--index-url https://pkgs.dev.azure.com/azure-sdk/public/_packaging/azure-sdk-for-python/pypi/simple/\n"
-            + "azure-ai-agentserver-core==2.0.0a20260410006\n"
-            + "azure-ai-agentserver-invocations==1.0.0a20260410006\n"
-            + "azure-ai-agentserver-responses==1.0.0a20260410006\n";
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/resources/assets/main.py b/sdk/ai/azure-ai-agents/src/samples/resources/assets/main.py
new file mode 100644
index 000000000000..a28177277a3e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/resources/assets/main.py
@@ -0,0 +1,32 @@
+import asyncio
+import logging
+
+from azure.ai.agentserver.responses import (
+    CreateResponse,
+    ResponseContext,
+    ResponsesAgentServerHost,
+    TextResponse,
+)
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+app = ResponsesAgentServerHost()
+
+
+@app.create_handler
+async def handler(
+    request: CreateResponse,
+    context: ResponseContext,
+    cancellation_signal: asyncio.Event,
+):
+    input_text = await context.get_input_text()
+    logger.info("Received input: %s", input_text)
+    return TextResponse(context, request, text=f"Echo: {input_text}")
+
+
+def main() -> None:
+    app.run()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/sdk/ai/azure-ai-agents/src/samples/resources/assets/requirements.txt b/sdk/ai/azure-ai-agents/src/samples/resources/assets/requirements.txt
new file mode 100644
index 000000000000..65ee9848e259
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/resources/assets/requirements.txt
@@ -0,0 +1,4 @@
+--index-url https://pkgs.dev.azure.com/azure-sdk/public/_packaging/azure-sdk-for-python/pypi/simple/
+azure-ai-agentserver-core==2.0.0a20260410006
+azure-ai-agentserver-invocations==1.0.0a20260410006
+azure-ai-agentserver-responses==1.0.0a20260410006
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
index 2dc208362f42..0aad7298487a 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
@@ -8,12 +8,19 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
-import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
+import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.CodeConfiguration;
+import com.azure.ai.agents.models.CodeDependencyResolution;
+import com.azure.ai.agents.models.CodeFileDetails;
+import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
+import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
+import com.azure.ai.agents.models.HostedAgentDefinition;
+import com.azure.ai.agents.models.ProtocolVersionRecord;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpClient;
+import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.test.annotation.LiveOnly;
-import com.azure.core.util.BinaryData;
 import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.params.ParameterizedTest;
@@ -22,17 +29,31 @@
 import reactor.core.publisher.Mono;
 import reactor.test.StepVerifier;
 
+import java.io.IOException;
+import java.io.InputStream;
 import java.nio.file.Files;
 import java.nio.file.Path;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
 import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 import java.util.stream.Stream;
+import java.util.zip.ZipEntry;
+import java.util.zip.ZipOutputStream;
 
+import static com.azure.ai.agents.TestUtils.getTestResourcePath;
 import static com.azure.core.test.TestProxyTestBase.getHttpClients;
 
 @Disabled("Direct code deployment is not enabled for the current test subscription.")
 public class CodeAgentSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
+    private static final String TEST_AGENT_NAME = "java-code-agent-test";
+    private static final String CODE_AGENT_ASSETS_PATH = "assets/";
+    private static final int READ_BUFFER_SIZE = 8192;
 
     static Stream getTestParameters() {
         List argumentsList = new ArrayList<>();
@@ -46,7 +67,7 @@ static Stream getTestParameters() {
     public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        String agentName = CodeAgentSampleUtils.SAMPLE_AGENT_NAME + "-test";
+        String agentName = TEST_AGENT_NAME;
 
         try {
             agentsClient.deleteAgent(agentName);
@@ -55,25 +76,21 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
         }
 
         try {
-            BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
-            String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
+            Path codeZipPath = createCodeZip();
+            String codeZipSha256 = sha256(codeZipPath);
 
             AgentVersionDetails version = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
+                createAgentVersionFromCodeContent(codeZipPath));
             Assertions.assertNotNull(version);
             Assertions.assertEquals(agentName, version.getName());
             Assertions.assertNotNull(version.getVersion());
 
-            BinaryData downloadedCode = agentsClient.downloadAgentCode(agentName, null);
-            Assertions.assertNotNull(downloadedCode);
-            Assertions.assertTrue(downloadedCode.toBytes().length > 0);
-
-            Path downloadPath = Files.createTempFile(agentName + "-", ".zip");
-            Files.write(downloadPath, downloadedCode.toBytes());
+            Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
+            agentsClient.downloadAgentCodeWithResponse(agentName, downloadPath.toString(), new RequestOptions());
             Assertions.assertTrue(Files.size(downloadPath) > 0);
 
             AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
+                createAgentVersionFromCodeContent(codeZipPath));
             Assertions.assertNotNull(newVersion);
             Assertions.assertEquals(agentName, newVersion.getName());
             Assertions.assertNotNull(newVersion.getVersion());
@@ -92,26 +109,30 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
     public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        String agentName = CodeAgentSampleUtils.SAMPLE_AGENT_NAME + "-async-test";
-        BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
-        String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
+        String agentName = TEST_AGENT_NAME + "-async";
+        Path codeZipPath = createCodeZip();
+        String codeZipSha256 = sha256(codeZipPath);
+        Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
 
         Mono testFlow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
             .then(agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip)))
+                createAgentVersionFromCodeContent(codeZipPath)))
             .flatMap(version -> {
                 Assertions.assertNotNull(version);
                 Assertions.assertEquals(agentName, version.getName());
                 Assertions.assertNotNull(version.getVersion());
 
-                return agentsAsyncClient.downloadAgentCode(agentName, null);
+                return agentsAsyncClient.downloadAgentCodeWithResponse(agentName, downloadPath.toString(),
+                    new RequestOptions());
             })
-            .flatMap(downloadedCode -> {
-                Assertions.assertNotNull(downloadedCode);
-                Assertions.assertTrue(downloadedCode.toBytes().length > 0);
+            .then(Mono.fromCallable(() -> {
+                Assertions.assertTrue(Files.size(downloadPath) > 0);
+                return downloadPath;
+            }))
+            .flatMap(ignored -> {
                 return agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                    CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
+                    createAgentVersionFromCodeContent(codeZipPath));
             })
             .doOnNext(newVersion -> {
                 Assertions.assertNotNull(newVersion);
@@ -122,4 +143,67 @@ public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion ser
 
         StepVerifier.create(testFlow).verifyComplete();
     }
+
+    private static CreateAgentVersionFromCodeContent createAgentVersionFromCodeContent(Path codeZipPath) {
+        return new CreateAgentVersionFromCodeContent(createMetadata(), createCodeFileDetails(codeZipPath));
+    }
+
+    private static Path createCodeZip() throws IOException {
+        Path codeZipPath = Files.createTempFile("responses-echo-agent-", ".zip");
+        try (ZipOutputStream zipOutputStream = new ZipOutputStream(Files.newOutputStream(codeZipPath))) {
+            addZipEntry(zipOutputStream, "main.py", getTestResourcePath(CODE_AGENT_ASSETS_PATH + "main.py"));
+            addZipEntry(zipOutputStream, "requirements.txt",
+                getTestResourcePath(CODE_AGENT_ASSETS_PATH + "requirements.txt"));
+        }
+        return codeZipPath;
+    }
+
+    private static String sha256(Path filePath) throws IOException {
+        try {
+            MessageDigest digest = MessageDigest.getInstance("SHA-256");
+            byte[] buffer = new byte[READ_BUFFER_SIZE];
+            try (InputStream inputStream = Files.newInputStream(filePath)) {
+                int bytesRead;
+                while ((bytesRead = inputStream.read(buffer)) != -1) {
+                    digest.update(buffer, 0, bytesRead);
+                }
+            }
+            byte[] hash = digest.digest();
+            StringBuilder builder = new StringBuilder(hash.length * 2);
+            for (byte value : hash) {
+                builder.append(String.format("%02x", value));
+            }
+            return builder.toString();
+        } catch (NoSuchAlgorithmException e) {
+            throw new RuntimeException("SHA-256 is not available.", e);
+        }
+    }
+
+    private static CreateAgentVersionFromCodeMetadata createMetadata() {
+        Map metadata = new HashMap<>();
+        metadata.put("test", "code-agent");
+
+        return new CreateAgentVersionFromCodeMetadata(createHostedAgentDefinition())
+            .setDescription("Code-based hosted agent test created by the Azure AI Agents Java SDK.")
+            .setMetadata(metadata);
+    }
+
+    private static HostedAgentDefinition createHostedAgentDefinition() {
+        return new HostedAgentDefinition("0.5", "1Gi")
+            .setCodeConfiguration(new CodeConfiguration("python_3_13", Arrays.asList("python", "main.py"),
+                CodeDependencyResolution.REMOTE_BUILD))
+            .setProtocolVersions(
+                Collections.singletonList(new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
+    }
+
+    private static CodeFileDetails createCodeFileDetails(Path codeZipPath) {
+        return new CodeFileDetails(codeZipPath.toString()).setFilename("responses-echo-agent.zip")
+            .setContentType("application/zip");
+    }
+
+    private static void addZipEntry(ZipOutputStream zipOutputStream, String name, Path sourcePath) throws IOException {
+        zipOutputStream.putNextEntry(new ZipEntry(name));
+        Files.copy(sourcePath, zipOutputStream);
+        zipOutputStream.closeEntry();
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
index eb6f73464a03..245a731b9054 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
@@ -7,11 +7,15 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
-import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
-import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
 import com.azure.ai.agents.models.AgentSessionResource;
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.AgentVersionStatus;
+import com.azure.ai.agents.models.ContainerConfiguration;
+import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.FixedRatioVersionSelectionRule;
+import com.azure.ai.agents.models.HostedAgentDefinition;
+import com.azure.ai.agents.models.ProtocolVersionRecord;
 import com.azure.ai.agents.models.ProtocolConfiguration;
 import com.azure.ai.agents.models.ResponsesProtocolConfiguration;
 import com.azure.ai.agents.models.SessionDirectoryEntry;
@@ -33,11 +37,20 @@
 import org.junit.jupiter.params.provider.Arguments;
 import org.junit.jupiter.params.provider.MethodSource;
 
+import java.io.BufferedReader;
 import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
 import java.nio.charset.StandardCharsets;
+import java.time.Duration;
 import java.util.ArrayList;
 import java.util.Collections;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.TimeUnit;
 import java.util.stream.Stream;
 
 import static com.azure.core.test.TestProxyTestBase.getHttpClients;
@@ -47,6 +60,10 @@ public class HostedAgentContainerSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
     private static final String REMOTE_FILE_PATH_1 = "/remote/data_file1.txt";
     private static final String REMOTE_FILE_PATH_2 = "/remote/data_file2.txt";
+    private static final String TEST_AGENT_NAME = "java-hosted-agent-test";
+    private static final int MAX_POLL_ATTEMPTS = 60;
+    private static final Duration POLL_INTERVAL = Duration.ofSeconds(10);
+    private static final Duration STREAM_READ_TIMEOUT = Duration.ofSeconds(3);
 
     static Stream getTestParameters() {
         List argumentsList = new ArrayList<>();
@@ -61,11 +78,11 @@ public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVe
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
-        String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-sessions-test";
+        String agentName = TEST_AGENT_NAME + "-sessions";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            resources = createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
             AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId());
@@ -82,7 +99,7 @@ public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVe
                 // The session may already be deleted by the service.
             }
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
+            cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -93,11 +110,11 @@ public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion servi
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
-        String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-files-test";
+        String agentName = TEST_AGENT_NAME + "-files";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            resources = createAgentAndSession(agentsClient, agentName, image);
             String sessionId = resources.getSession().getAgentSessionId();
 
             agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
@@ -117,7 +134,7 @@ public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion servi
             agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false);
             agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
+            cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -128,11 +145,11 @@ public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serv
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
-        String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-endpoint-test";
+        String agentName = TEST_AGENT_NAME + "-endpoint";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            resources = createAgentAndSession(agentsClient, agentName, image);
             configureAgentEndpoint(agentsClient, agentName, resources);
 
             OpenAIClient openAIClient = builder.buildAgentScopedOpenAIClient(agentName);
@@ -146,7 +163,7 @@ public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serv
             Assertions.assertNotNull(response);
             Assertions.assertFalse(response.output().isEmpty());
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
+            cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -157,11 +174,11 @@ public void sessionLogStreamSample(HttpClient httpClient, AgentsServiceVersion s
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
-        String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-logs-test";
+        String agentName = TEST_AGENT_NAME + "-logs";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            resources = createAgentAndSession(agentsClient, agentName, image);
             configureAgentEndpoint(agentsClient, agentName, resources);
 
             OpenAIClient openAIClient = builder.buildAgentScopedOpenAIClient(agentName);
@@ -177,9 +194,9 @@ public void sessionLogStreamSample(HttpClient httpClient, AgentsServiceVersion s
                 = agentsClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
                     resources.getSession().getAgentSessionId(), new RequestOptions());
             Assertions.assertNotNull(rawStream.getValue());
-            HostedAgentsSampleUtils.printSseFrames(rawStream.getValue(), 5);
+            printSseFrames(rawStream.getValue(), 5);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
+            cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -193,6 +210,142 @@ private static void configureAgentEndpoint(AgentsClient agentsClient, String age
         agentsClient.updateAgentDetails(agentName, new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
     }
 
+    private static HostedAgentSessionResources createAgentAndSession(AgentsClient agentsClient, String agentName,
+        String image) {
+        AgentVersionDetails agent = createHostedAgentVersion(agentsClient, agentName, image);
+        waitForAgentVersionActive(agentsClient, agentName, agent.getVersion());
+
+        AgentSessionResource session
+            = agentsClient
+                .createSessionWithResponse(agentName, BinaryData.fromObject(createSessionRequest(agent.getVersion())),
+                    new RequestOptions())
+                .getValue()
+                .toObject(AgentSessionResource.class);
+
+        return new HostedAgentSessionResources(agent, session);
+    }
+
+    private static void cleanup(AgentsClient agentsClient, String agentName, HostedAgentSessionResources resources) {
+        if (resources == null) {
+            return;
+        }
+
+        if (resources.getSession() != null) {
+            try {
+                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
+            } catch (ResourceNotFoundException ignored) {
+                // The test may have already deleted the session.
+            }
+        }
+
+        if (resources.getAgent() != null) {
+            try {
+                agentsClient.deleteAgentVersion(agentName, resources.getAgent().getVersion());
+            } catch (ResourceNotFoundException ignored) {
+                // The agent version may have already been deleted.
+            }
+        }
+    }
+
+    private static void printSseFrames(BinaryData streamData, int maxLogEvents) throws IOException {
+        int eventCount = 0;
+        String eventName = null;
+        StringBuilder data = new StringBuilder();
+
+        InputStream stream = streamData.toStream();
+        ScheduledExecutorService watchdog = Executors.newSingleThreadScheduledExecutor();
+        watchdog.schedule(() -> closeQuietly(stream), STREAM_READ_TIMEOUT.toMillis(), TimeUnit.MILLISECONDS);
+
+        try (BufferedReader reader = new BufferedReader(new InputStreamReader(stream, StandardCharsets.UTF_8))) {
+            String line;
+            while (eventCount < maxLogEvents && (line = reader.readLine()) != null) {
+                if (line.isEmpty()) {
+                    if (eventName != null || data.length() > 0) {
+                        eventCount++;
+                    }
+                    eventName = null;
+                    data.setLength(0);
+                } else if (line.startsWith("event: ")) {
+                    eventName = line.substring("event: ".length());
+                } else if (line.startsWith("data: ")) {
+                    if (data.length() > 0) {
+                        data.append(System.lineSeparator());
+                    }
+                    data.append(line.substring("data: ".length()));
+                }
+            }
+        } catch (IOException e) {
+            // Expected when the watchdog closes the endless stream after the timeout.
+        } finally {
+            watchdog.shutdownNow();
+        }
+    }
+
+    private static void closeQuietly(InputStream stream) {
+        try {
+            stream.close();
+        } catch (IOException ignored) {
+            // Closing only to interrupt the blocking read; nothing to do if it fails.
+        }
+    }
+
+    private static AgentVersionDetails createHostedAgentVersion(AgentsClient agentsClient, String agentName,
+        String image) {
+        CreateAgentVersionInput input
+            = new CreateAgentVersionInput(createHostedAgentDefinition(image)).setMetadata(testMetadata())
+                .setDescription("Hosted agent test created by the Azure AI Agents Java SDK.");
+
+        return agentsClient.createAgentVersion(agentName, input);
+    }
+
+    private static HostedAgentDefinition createHostedAgentDefinition(String image) {
+        return new HostedAgentDefinition("0.5", "1Gi").setContainerConfiguration(new ContainerConfiguration(image))
+            .setProtocolVersions(
+                Collections.singletonList(new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
+    }
+
+    private static void waitForAgentVersionActive(AgentsClient agentsClient, String agentName, String agentVersion) {
+        for (int attempt = 1; attempt <= MAX_POLL_ATTEMPTS; attempt++) {
+            sleep(POLL_INTERVAL);
+            AgentVersionDetails versionDetails = agentsClient.getAgentVersionDetails(agentName, agentVersion);
+            AgentVersionStatus status = versionDetails.getStatus();
+
+            if (AgentVersionStatus.ACTIVE == status) {
+                return;
+            }
+            if (AgentVersionStatus.FAILED == status) {
+                throw new RuntimeException("Agent version provisioning failed: " + agentVersion);
+            }
+        }
+
+        throw new RuntimeException("Timed out waiting for agent version to become active: " + agentVersion);
+    }
+
+    private static Map createSessionRequest(String agentVersion) {
+        Map versionIndicator = new HashMap<>();
+        versionIndicator.put("agent_version", agentVersion);
+        versionIndicator.put("type", "version_ref");
+
+        Map request = new HashMap<>();
+        request.put("version_indicator", versionIndicator);
+        return request;
+    }
+
+    private static Map testMetadata() {
+        Map metadata = new HashMap<>();
+        metadata.put("enableVnextExperience", "true");
+        return metadata;
+    }
+
+    private static void sleep(Duration duration) {
+        try {
+            Thread.sleep(duration.toMillis());
+        } catch (InterruptedException e) {
+            Thread.currentThread().interrupt();
+            throw new RuntimeException("Interrupted while waiting for hosted agent provisioning.", e);
+        }
+    }
+
     private String getRequiredConfiguration(String name) {
         if (getTestMode() == TestMode.PLAYBACK && "FOUNDRY_AGENT_CONTAINER_IMAGE".equals(name)) {
             return "REDACTED";
@@ -202,4 +355,22 @@ private String getRequiredConfiguration(String name) {
         Assertions.assertNotNull(value, name + " must be set.");
         return value;
     }
+
+    private static final class HostedAgentSessionResources {
+        private final AgentVersionDetails agent;
+        private final AgentSessionResource session;
+
+        private HostedAgentSessionResources(AgentVersionDetails agent, AgentSessionResource session) {
+            this.agent = agent;
+            this.session = session;
+        }
+
+        AgentVersionDetails getAgent() {
+            return agent;
+        }
+
+        AgentSessionResource getSession() {
+            return session;
+        }
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
new file mode 100644
index 000000000000..2ad94c56c767
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
@@ -0,0 +1,83 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation;
+
+import com.azure.ai.agents.implementation.utils.FileUtils;
+import com.azure.core.util.BinaryData;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+import reactor.test.StepVerifier;
+
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.FileAlreadyExistsException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+public class FileUtilsTest {
+    @TempDir
+    Path temporaryDirectory;
+
+    @Test
+    public void writeToFileAsyncCreatesNewFile() throws IOException {
+        Path destinationFile = temporaryDirectory.resolve("new-file.txt");
+
+        StepVerifier
+            .create(FileUtils.writeToFileAsync(BinaryData.fromString("new content"), destinationFile.toString(), false))
+            .verifyComplete();
+
+        Assertions.assertEquals("new content", new String(Files.readAllBytes(destinationFile), StandardCharsets.UTF_8));
+    }
+
+    @Test
+    public void writeToFileAsyncFailsWhenFileExistsAndOverwriteDisabled() throws IOException {
+        Path destinationFile = Files.createFile(temporaryDirectory.resolve("existing-file.txt"));
+
+        StepVerifier
+            .create(
+                FileUtils.writeToFileAsync(BinaryData.fromString("updated content"), destinationFile.toString(), false))
+            .verifyError(FileAlreadyExistsException.class);
+    }
+
+    @Test
+    public void writeToFileAsyncOverwritesExistingFileWhenOverwriteEnabled() throws IOException {
+        Path destinationFile = Files.createFile(temporaryDirectory.resolve("existing-file.txt"));
+
+        StepVerifier
+            .create(
+                FileUtils.writeToFileAsync(BinaryData.fromString("updated content"), destinationFile.toString(), true))
+            .verifyComplete();
+
+        Assertions.assertEquals("updated content",
+            new String(Files.readAllBytes(destinationFile), StandardCharsets.UTF_8));
+    }
+
+    @Test
+    public void writeToFileCreatesNewFile() throws IOException {
+        Path destinationFile = temporaryDirectory.resolve("new-sync-file.txt");
+
+        FileUtils.writeToFile(BinaryData.fromString("new content"), destinationFile.toString(), false);
+
+        Assertions.assertEquals("new content", new String(Files.readAllBytes(destinationFile), StandardCharsets.UTF_8));
+    }
+
+    @Test
+    public void writeToFileFailsWhenFileExistsAndOverwriteDisabled() throws IOException {
+        Path destinationFile = Files.createFile(temporaryDirectory.resolve("existing-sync-file.txt"));
+
+        Assertions.assertThrows(FileAlreadyExistsException.class,
+            () -> FileUtils.writeToFile(BinaryData.fromString("updated content"), destinationFile.toString(), false));
+    }
+
+    @Test
+    public void writeToFileOverwritesExistingFileWhenOverwriteEnabled() throws IOException {
+        Path destinationFile = Files.createFile(temporaryDirectory.resolve("existing-sync-file.txt"));
+
+        FileUtils.writeToFile(BinaryData.fromString("updated content"), destinationFile.toString(), true);
+
+        Assertions.assertEquals("updated content",
+            new String(Files.readAllBytes(destinationFile), StandardCharsets.UTF_8));
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/resources/assets/main.py b/sdk/ai/azure-ai-agents/src/test/resources/assets/main.py
new file mode 100644
index 000000000000..a28177277a3e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/resources/assets/main.py
@@ -0,0 +1,32 @@
+import asyncio
+import logging
+
+from azure.ai.agentserver.responses import (
+    CreateResponse,
+    ResponseContext,
+    ResponsesAgentServerHost,
+    TextResponse,
+)
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+app = ResponsesAgentServerHost()
+
+
+@app.create_handler
+async def handler(
+    request: CreateResponse,
+    context: ResponseContext,
+    cancellation_signal: asyncio.Event,
+):
+    input_text = await context.get_input_text()
+    logger.info("Received input: %s", input_text)
+    return TextResponse(context, request, text=f"Echo: {input_text}")
+
+
+def main() -> None:
+    app.run()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/sdk/ai/azure-ai-agents/src/test/resources/assets/requirements.txt b/sdk/ai/azure-ai-agents/src/test/resources/assets/requirements.txt
new file mode 100644
index 000000000000..65ee9848e259
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/resources/assets/requirements.txt
@@ -0,0 +1,4 @@
+--index-url https://pkgs.dev.azure.com/azure-sdk/public/_packaging/azure-sdk-for-python/pypi/simple/
+azure-ai-agentserver-core==2.0.0a20260410006
+azure-ai-agentserver-invocations==1.0.0a20260410006
+azure-ai-agentserver-responses==1.0.0a20260410006

From f7260a4caf25cf399ceedd46774d84291d00fea8 Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Fri, 26 Jun 2026 12:36:34 -0700
Subject: [PATCH 24/45] suppress empty models

---
 .../azure/ai/agents/AgentsAsyncClient.java    |  87 ++++---
 .../com/azure/ai/agents/AgentsClient.java     |  87 ++++---
 .../agents/BetaMemoryStoresAsyncClient.java   |  60 ++---
 .../ai/agents/BetaMemoryStoresClient.java     |  60 ++---
 .../ai/agents/models/CodeFileDetails.java     |   1 -
 .../ai/agents/models/EmptyModelParam.java     |  57 -----
 .../models/FabricIqPreviewToolboxTool.java    |  24 +-
 .../ai/agents/models/FunctionToolParam.java   | 234 ------------------
 .../ai/agents/models/McpToolboxTool.java      |  48 ++--
 ...spaceToolParam.java => NamespaceTool.java} |  44 ++--
 .../java/com/azure/ai/agents/models/Tool.java |   4 +-
 ...archToolParam.java => ToolSearchTool.java} |  49 ++--
 .../models/WorkIqPreviewToolboxTool.java      |  12 +-
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 15 files changed, 238 insertions(+), 533 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{NamespaceToolParam.java => NamespaceTool.java} (85%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{ToolSearchToolParam.java => ToolSearchTool.java} (69%)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index 6fc7153ffbaf..119d15e31968 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -49,7 +49,6 @@
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.FluxUtil;
 import com.openai.models.conversations.Conversation;
-
 import java.nio.file.Paths;
 import java.util.Map;
 import java.util.stream.Collectors;
@@ -70,7 +69,7 @@ public final class AgentsAsyncClient {
      *
      * Retrieves an agent definition by its unique name.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -183,7 +182,7 @@ public Mono> getAgentWithResponse(String agentName, Request
      *
      * Creates a new version for the specified agent and returns the created version resource.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -203,9 +202,9 @@ public Mono> getAgentWithResponse(String agentName, Request
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -332,7 +331,7 @@ public Mono deleteAgentVersion(String agentName, String agentVersion) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -506,7 +505,7 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *
      * Creates a new agent or a new version of an existing agent.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -575,9 +574,9 @@ public Mono createAgentVersion(String agentName, AgentDefin
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -688,7 +687,7 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      * Updates the agent by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -708,9 +707,9 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -859,7 +858,7 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      *
      * Imports the provided manifest to create an agent and returns the created resource.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -875,9 +874,9 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -990,7 +989,7 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1005,9 +1004,9 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1120,7 +1119,7 @@ Mono> updateAgentFromManifestWithResponse(String agentName,
      *
      * Imports the provided manifest to create a new version for the specified agent.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1135,9 +1134,9 @@ Mono> updateAgentFromManifestWithResponse(String agentName,
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1374,7 +1373,7 @@ public Mono createAgentVersionFromManifest(String agentName
      *
      * Retrieves the specified version of an agent by its agent name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1598,7 +1597,7 @@ public PagedFlux listAgentVersions(String agentName, Intege
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1781,7 +1780,7 @@ Mono createAgentFromManifest(String agentName, String manifestId,
      * 
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1903,7 +1902,7 @@ public Mono> deleteAgentWithResponse(String agentName, RequestOpt
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1944,7 +1943,7 @@ Mono> internalDeleteAgentWithResponse(String agentName, Req
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2249,7 +2248,7 @@ Mono updateAgent(String agentName, AgentDefinition definition, Map
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2371,7 +2370,7 @@ Mono> createAgentFromCodeWithResponse(String agentName, Str
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2491,7 +2490,7 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      *
      * Applies a merge-patch update to the specified agent endpoint configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2545,9 +2544,9 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2667,7 +2666,7 @@ public Mono> updateAgentDetailsWithResponse(String agentNam
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2745,7 +2744,7 @@ Mono> createAgentVersionFromCodeWithResponse(String agentNa
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -2840,7 +2839,7 @@ public Mono> downloadAgentCodeWithResponse(String agentName, Stri
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2851,9 +2850,9 @@ public Mono> downloadAgentCodeWithResponse(String agentName, Stri
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2891,7 +2890,7 @@ public Mono> createSessionWithResponse(String agentName, Bi
      *
      * Retrieves the details of a hosted agent session by agent name and session identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2994,7 +2993,7 @@ public Mono> stopSessionWithResponse(String agentName, String ses
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -3055,7 +3054,7 @@ public PagedFlux listSessions(String agentName, RequestOptions reque
      * The stream remains open until the client disconnects or the server
      * terminates the connection. Clients should handle reconnection as needed.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -3092,15 +3091,15 @@ public Mono> getSessionLogStreamWithResponse(String agentNa
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -3187,7 +3186,7 @@ public Mono> uploadSessionFileWithResponse(String agentName
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -3305,7 +3304,7 @@ public Mono> downloadSessionFileWithResponse(String agentName, St
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 99166397c41b..5dc9c5b331ea 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -47,7 +47,6 @@
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.IterableStream;
 import com.openai.models.conversations.Conversation;
-
 import java.io.IOException;
 import java.nio.file.Paths;
 import java.util.Map;
@@ -66,7 +65,7 @@ public final class AgentsClient {
      *
      * Retrieves an agent definition by its unique name.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -178,7 +177,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *
      * Creates a new version for the specified agent and returns the created version resource.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -198,9 +197,9 @@ public Response getAgentWithResponse(String agentName, RequestOption
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -325,7 +324,7 @@ public void deleteAgentVersion(String agentName, String agentVersion) {
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -474,7 +473,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *
      * Creates a new agent or a new version of an existing agent.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -543,9 +542,9 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -656,7 +655,7 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      * Updates the agent by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -676,9 +675,9 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -827,7 +826,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      *
      * Imports the provided manifest to create an agent and returns the created resource.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -843,9 +842,9 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -957,7 +956,7 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
      * If no changes, returns the existing agent version.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -972,9 +971,9 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1087,7 +1086,7 @@ Response updateAgentFromManifestWithResponse(String agentName,
      *
      * Imports the provided manifest to create a new version for the specified agent.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1102,9 +1101,9 @@ Response updateAgentFromManifestWithResponse(String agentName,
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1334,7 +1333,7 @@ public AgentVersionDetails createAgentVersionFromManifest(String agentName, Stri
      *
      * Retrieves the specified version of an agent by its agent name and version identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1533,7 +1532,7 @@ public PagedIterable listAgentVersions(String agentName, In
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1715,7 +1714,7 @@ AgentDetails createAgentFromManifest(String agentName, String manifestId, Map
      * You can add these to a request with {@link RequestOptions#addHeader}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1824,7 +1823,7 @@ public Response deleteAgentWithResponse(String agentName, RequestOptions r
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -1865,7 +1864,7 @@ Response internalDeleteAgentWithResponse(String agentName, RequestOp
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2143,7 +2142,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, MapResponse Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2264,7 +2263,7 @@ Response createAgentFromCodeWithResponse(String agentName, String co
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2383,7 +2382,7 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      *
      * Applies a merge-patch update to the specified agent endpoint configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2437,9 +2436,9 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2558,7 +2557,7 @@ public Response updateAgentDetailsWithResponse(String agentName, Bin
      * irrelevant).
      * Maximum upload size is 250 MB.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2636,7 +2635,7 @@ Response createAgentVersionFromCodeWithResponse(String agentName, St
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -2735,7 +2734,7 @@ public Response downloadAgentCodeWithResponse(String agentName, String fil
      * The endpoint resolves the backing agent version from `version_indicator` and
      * enforces session ownership using the provided isolation key for session-mutating operations.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2746,9 +2745,9 @@ public Response downloadAgentCodeWithResponse(String agentName, String fil
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2786,7 +2785,7 @@ public Response createSessionWithResponse(String agentName, BinaryDa
      *
      * Retrieves the details of a hosted agent session by agent name and session identifier.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2886,7 +2885,7 @@ public Response stopSessionWithResponse(String agentName, String sessionId
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2947,7 +2946,7 @@ public PagedIterable listSessions(String agentName, RequestOptions r
      * The stream remains open until the client disconnects or the server
      * terminates the connection. Clients should handle reconnection as needed.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -2983,15 +2982,15 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      * Uploads binary file content to the specified path in the session sandbox.
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -3076,7 +3075,7 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      * Downloads the file at the specified sandbox path as a binary stream.
      * The path is resolved relative to the session home directory.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * BinaryData
@@ -3199,7 +3198,7 @@ public Response downloadSessionFileWithResponse(String agentName, String a
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
index d45232061d51..745e8651acc3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresAsyncClient.java
@@ -73,7 +73,7 @@ public final class BetaMemoryStoresAsyncClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -88,9 +88,9 @@ public final class BetaMemoryStoresAsyncClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -131,7 +131,7 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -142,9 +142,9 @@ public Mono> createMemoryStoreWithResponse(BinaryData creat
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -186,7 +186,7 @@ public Mono> updateMemoryStoreWithResponse(String name, Bin
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -248,7 +248,7 @@ public Mono> getMemoryStoreWithResponse(String name, Reques
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -286,7 +286,7 @@ public PagedFlux listMemoryStores(RequestOptions requestOptions) {
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -334,7 +334,7 @@ public Mono deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -349,9 +349,9 @@ public Mono deleteMemoryStore(String name) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -474,7 +474,7 @@ public Mono> searchMemoriesWithResponse(String name, Binary
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -487,9 +487,9 @@ public Mono> searchMemoriesWithResponse(String name, Binary
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -609,7 +609,7 @@ public PollerFlux b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -746,7 +746,7 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -754,9 +754,9 @@ public Mono> deleteScopeWithResponse(String name, BinaryData dele
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -790,7 +790,7 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -800,9 +800,9 @@ Mono> internalDeleteScopeWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -837,7 +837,7 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -845,9 +845,9 @@ public Mono> createMemoryWithResponse(String name, BinaryDa
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -883,7 +883,7 @@ public Mono> updateMemoryWithResponse(String name, String m
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -942,7 +942,7 @@ public Mono> getMemoryWithResponse(String name, String memo
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -950,9 +950,9 @@ public Mono> getMemoryWithResponse(String name, String memo
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -986,7 +986,7 @@ public PagedFlux listMemories(String name, BinaryData listMemoriesRe
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
index c2700773330a..21efb65cfbec 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaMemoryStoresClient.java
@@ -67,7 +67,7 @@ public final class BetaMemoryStoresClient {
      *
      * Creates a memory store resource with the provided configuration.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -82,9 +82,9 @@ public final class BetaMemoryStoresClient {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -124,7 +124,7 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      *
      * Updates the specified memory store with the supplied configuration changes.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -135,9 +135,9 @@ public Response createMemoryStoreWithResponse(BinaryData createMemor
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -178,7 +178,7 @@ public Response updateMemoryStoreWithResponse(String name, BinaryDat
      *
      * Retrieves the specified memory store and its current configuration.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -239,7 +239,7 @@ public Response getMemoryStoreWithResponse(String name, RequestOptio
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -277,7 +277,7 @@ public PagedIterable listMemoryStores(RequestOptions requestOptions)
      *
      * Deletes the specified memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -351,7 +351,7 @@ public void deleteMemoryStore(String name) {
      *
      * Searches the specified memory store for memories relevant to the provided conversation context.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -366,9 +366,9 @@ public void deleteMemoryStore(String name) {
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -422,7 +422,7 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * Starts an update that writes conversation memories into the specified memory store.
      * The operation returns a long-running status location for polling the update result.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -435,9 +435,9 @@ Response internalSearchMemoriesWithResponse(String name, BinaryData
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -557,7 +557,7 @@ public SyncPoller b
      *
      * Retrieves the status and result of a memory store update operation.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -691,7 +691,7 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      *
      * Deletes all memories in the specified memory store that are associated with the provided scope.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -699,9 +699,9 @@ public Response deleteScopeWithResponse(String name, BinaryData deleteScop
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -734,7 +734,7 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      *
      * Creates a memory item in the specified memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -744,9 +744,9 @@ Response internalDeleteScopeWithResponse(String name, BinaryData del
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -781,7 +781,7 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      *
      * Updates the specified memory item in the memory store.
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -789,9 +789,9 @@ public Response createMemoryWithResponse(String name, BinaryData cre
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -827,7 +827,7 @@ public Response updateMemoryWithResponse(String name, String memoryI
      *
      * Retrieves the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -884,7 +884,7 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Request Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -892,9 +892,9 @@ public Response getMemoryWithResponse(String name, String memoryId,
      * }
      * }
      * 

-     *
+     * 
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
@@ -928,7 +928,7 @@ public PagedIterable listMemories(String name, BinaryData listMemori
      *
      * Deletes the specified memory item from the memory store.
      * 
Response Body Schema

-     *
+     * 
      * 
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java
index b285814a29fe..dd3b65d861b0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeFileDetails.java
@@ -6,7 +6,6 @@
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
-
 import java.nio.file.Path;
 import java.nio.file.Paths;
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java
deleted file mode 100644
index 1ced5cb78660..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EmptyModelParam.java
+++ /dev/null
@@ -1,57 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The EmptyModelParam model.
- */
-@Immutable
-public final class EmptyModelParam implements JsonSerializable {
-
-    /**
-     * Creates an instance of EmptyModelParam class.
-     */
-    @Generated
-    public EmptyModelParam() {
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of EmptyModelParam from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of EmptyModelParam if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the EmptyModelParam.
-     */
-    @Generated
-    public static EmptyModelParam fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            EmptyModelParam deserializedEmptyModelParam = new EmptyModelParam();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                reader.skipChildren();
-            }
-            return deserializedEmptyModelParam;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java
index 855cf6e82bfa..af6085b3e8d3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FabricIqPreviewToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -18,6 +17,7 @@
  */
 @Fluent
 public final class FabricIqPreviewToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -50,7 +50,7 @@ public final class FabricIqPreviewToolboxTool extends ToolboxTool {
 
     /**
      * Creates an instance of FabricIqPreviewToolboxTool class.
-     * 
+     *
      * @param projectConnectionId the projectConnectionId value to set.
      */
     @Generated
@@ -60,7 +60,7 @@ public FabricIqPreviewToolboxTool(String projectConnectionId) {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -71,7 +71,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the projectConnectionId property: The ID of the FabricIQ project connection.
-     * 
+     *
      * @return the projectConnectionId value.
      */
     @Generated
@@ -81,7 +81,7 @@ public String getProjectConnectionId() {
 
     /**
      * Get the serverLabel property: (Optional) The label of the FabricIQ MCP server to connect to.
-     * 
+     *
      * @return the serverLabel value.
      */
     @Generated
@@ -91,7 +91,7 @@ public String getServerLabel() {
 
     /**
      * Set the serverLabel property: (Optional) The label of the FabricIQ MCP server to connect to.
-     * 
+     *
      * @param serverLabel the serverLabel value to set.
      * @return the FabricIqPreviewToolboxTool object itself.
      */
@@ -104,7 +104,7 @@ public FabricIqPreviewToolboxTool setServerLabel(String serverLabel) {
     /**
      * Get the serverUrl property: (Optional) The URL of the FabricIQ MCP server. If not provided, the URL from the
      * project connection will be used.
-     * 
+     *
      * @return the serverUrl value.
      */
     @Generated
@@ -115,7 +115,7 @@ public String getServerUrl() {
     /**
      * Set the serverUrl property: (Optional) The URL of the FabricIQ MCP server. If not provided, the URL from the
      * project connection will be used.
-     * 
+     *
      * @param serverUrl the serverUrl value to set.
      * @return the FabricIqPreviewToolboxTool object itself.
      */
@@ -128,7 +128,7 @@ public FabricIqPreviewToolboxTool setServerUrl(String serverUrl) {
     /**
      * Get the requireApproval property: (Optional) Whether the agent requires approval before executing actions.
      * Default is always.
-     * 
+     *
      * @return the requireApproval value.
      */
     @Generated
@@ -139,7 +139,7 @@ public BinaryData getRequireApproval() {
     /**
      * Set the requireApproval property: (Optional) Whether the agent requires approval before executing actions.
      * Default is always.
-     * 
+     *
      * @param requireApproval the requireApproval value to set.
      * @return the FabricIqPreviewToolboxTool object itself.
      */
@@ -202,7 +202,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of FabricIqPreviewToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of FabricIqPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -223,7 +223,6 @@ public static FabricIqPreviewToolboxTool fromJson(JsonReader jsonReader) throws
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
@@ -254,7 +253,6 @@ public static FabricIqPreviewToolboxTool fromJson(JsonReader jsonReader) throws
             deserializedFabricIqPreviewToolboxTool.serverLabel = serverLabel;
             deserializedFabricIqPreviewToolboxTool.serverUrl = serverUrl;
             deserializedFabricIqPreviewToolboxTool.requireApproval = requireApproval;
-
             return deserializedFabricIqPreviewToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
deleted file mode 100644
index 9f6234ca2495..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionToolParam.java
+++ /dev/null
@@ -1,234 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The FunctionToolParam model.
- */
-@Fluent
-public final class FunctionToolParam implements JsonSerializable {
-    /*
-     * The name property.
-     */
-    @Generated
-    private final String name;
-
-    /*
-     * The description property.
-     */
-    @Generated
-    private String description;
-
-    /*
-     * The parameters property.
-     */
-    @Generated
-    private EmptyModelParam parameters;
-
-    /*
-     * The strict property.
-     */
-    @Generated
-    private Boolean strict;
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private final String type = "function";
-
-    /*
-     * Whether this function should be deferred and discovered via tool search.
-     */
-    @Generated
-    private Boolean deferLoading;
-
-    /**
-     * Creates an instance of FunctionToolParam class.
-     * 
-     * @param name the name value to set.
-     */
-    @Generated
-    public FunctionToolParam(String name) {
-        this.name = name;
-    }
-
-    /**
-     * Get the name property: The name property.
-     * 
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Get the description property: The description property.
-     * 
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: The description property.
-     * 
-     * @param description the description value to set.
-     * @return the FunctionToolParam object itself.
-     */
-    @Generated
-    public FunctionToolParam setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /**
-     * Get the parameters property: The parameters property.
-     * 
-     * @return the parameters value.
-     */
-    @Generated
-    public EmptyModelParam getParameters() {
-        return this.parameters;
-    }
-
-    /**
-     * Set the parameters property: The parameters property.
-     * 
-     * @param parameters the parameters value to set.
-     * @return the FunctionToolParam object itself.
-     */
-    @Generated
-    public FunctionToolParam setParameters(EmptyModelParam parameters) {
-        this.parameters = parameters;
-        return this;
-    }
-
-    /**
-     * Get the strict property: The strict property.
-     * 
-     * @return the strict value.
-     */
-    @Generated
-    public Boolean isStrict() {
-        return this.strict;
-    }
-
-    /**
-     * Set the strict property: The strict property.
-     * 
-     * @param strict the strict value to set.
-     * @return the FunctionToolParam object itself.
-     */
-    @Generated
-    public FunctionToolParam setStrict(Boolean strict) {
-        this.strict = strict;
-        return this;
-    }
-
-    /**
-     * Get the type property: The type property.
-     * 
-     * @return the type value.
-     */
-    @Generated
-    public String getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the deferLoading property: Whether this function should be deferred and discovered via tool search.
-     * 
-     * @return the deferLoading value.
-     */
-    @Generated
-    public Boolean isDeferLoading() {
-        return this.deferLoading;
-    }
-
-    /**
-     * Set the deferLoading property: Whether this function should be deferred and discovered via tool search.
-     * 
-     * @param deferLoading the deferLoading value to set.
-     * @return the FunctionToolParam object itself.
-     */
-    @Generated
-    public FunctionToolParam setDeferLoading(Boolean deferLoading) {
-        this.deferLoading = deferLoading;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("type", this.type);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeJsonField("parameters", this.parameters);
-        jsonWriter.writeBooleanField("strict", this.strict);
-        jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of FunctionToolParam from the JsonReader.
-     * 
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of FunctionToolParam if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the FunctionToolParam.
-     */
-    @Generated
-    public static FunctionToolParam fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String name = null;
-            String description = null;
-            EmptyModelParam parameters = null;
-            Boolean strict = null;
-            Boolean deferLoading = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-
-                if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("parameters".equals(fieldName)) {
-                    parameters = EmptyModelParam.fromJson(reader);
-                } else if ("strict".equals(fieldName)) {
-                    strict = reader.getNullable(JsonReader::getBoolean);
-                } else if ("defer_loading".equals(fieldName)) {
-                    deferLoading = reader.getNullable(JsonReader::getBoolean);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            FunctionToolParam deserializedFunctionToolParam = new FunctionToolParam(name);
-            deserializedFunctionToolParam.description = description;
-            deserializedFunctionToolParam.parameters = parameters;
-            deserializedFunctionToolParam.strict = strict;
-            deserializedFunctionToolParam.deferLoading = deferLoading;
-
-            return deserializedFunctionToolParam;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
index bc3400baa146..a1ce47435e83 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -18,6 +17,7 @@
  */
 @Fluent
 public final class McpToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -101,7 +101,7 @@ public final class McpToolboxTool extends ToolboxTool {
 
     /**
      * Creates an instance of McpToolboxTool class.
-     * 
+     *
      * @param serverLabel the serverLabel value to set.
      */
     @Generated
@@ -111,7 +111,7 @@ public McpToolboxTool(String serverLabel) {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -122,7 +122,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the serverLabel property: A label for this MCP server, used to identify it in tool calls.
-     * 
+     *
      * @return the serverLabel value.
      */
     @Generated
@@ -133,7 +133,7 @@ public String getServerLabel() {
     /**
      * Get the serverUrl property: The URL for the MCP server. One of `server_url` or `connector_id` must be
      * provided.
-     * 
+     *
      * @return the serverUrl value.
      */
     @Generated
@@ -144,7 +144,7 @@ public String getServerUrl() {
     /**
      * Set the serverUrl property: The URL for the MCP server. One of `server_url` or `connector_id` must be
      * provided.
-     * 
+     *
      * @param serverUrl the serverUrl value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -167,7 +167,7 @@ public McpToolboxTool setServerUrl(String serverUrl) {
      * - Outlook Calendar: `connector_outlookcalendar`
      * - Outlook Email: `connector_outlookemail`
      * - SharePoint: `connector_sharepoint`.
-     * 
+     *
      * @return the connectorType value.
      */
     @Generated
@@ -188,7 +188,7 @@ public McpToolConnectorId getConnectorType() {
      * - Outlook Calendar: `connector_outlookcalendar`
      * - Outlook Email: `connector_outlookemail`
      * - SharePoint: `connector_sharepoint`.
-     * 
+     *
      * @param connectorType the connectorType value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -202,7 +202,7 @@ public McpToolboxTool setConnectorType(McpToolConnectorId connectorType) {
      * Get the authorization property: An OAuth access token that can be used with a remote MCP server, either
      * with a custom MCP server URL or a service connector. Your application
      * must handle the OAuth authorization flow and provide the token here.
-     * 
+     *
      * @return the authorization value.
      */
     @Generated
@@ -214,7 +214,7 @@ public String getAuthorization() {
      * Set the authorization property: An OAuth access token that can be used with a remote MCP server, either
      * with a custom MCP server URL or a service connector. Your application
      * must handle the OAuth authorization flow and provide the token here.
-     * 
+     *
      * @param authorization the authorization value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -226,7 +226,7 @@ public McpToolboxTool setAuthorization(String authorization) {
 
     /**
      * Get the serverDescription property: Optional description of the MCP server, used to provide more context.
-     * 
+     *
      * @return the serverDescription value.
      */
     @Generated
@@ -236,7 +236,7 @@ public String getServerDescription() {
 
     /**
      * Set the serverDescription property: Optional description of the MCP server, used to provide more context.
-     * 
+     *
      * @param serverDescription the serverDescription value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -248,7 +248,7 @@ public McpToolboxTool setServerDescription(String serverDescription) {
 
     /**
      * Get the headers property: The headers property.
-     * 
+     *
      * @return the headers value.
      */
     @Generated
@@ -258,7 +258,7 @@ public Map getHeaders() {
 
     /**
      * Set the headers property: The headers property.
-     * 
+     *
      * @param headers the headers value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -270,7 +270,7 @@ public McpToolboxTool setHeaders(Map headers) {
 
     /**
      * Get the allowedTools property: The allowed_tools property.
-     * 
+     *
      * @return the allowedTools value.
      */
     @Generated
@@ -280,7 +280,7 @@ public BinaryData getAllowedTools() {
 
     /**
      * Set the allowedTools property: The allowed_tools property.
-     * 
+     *
      * @param allowedTools the allowedTools value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -292,7 +292,7 @@ public McpToolboxTool setAllowedTools(BinaryData allowedTools) {
 
     /**
      * Get the requireApproval property: The require_approval property.
-     * 
+     *
      * @return the requireApproval value.
      */
     @Generated
@@ -302,7 +302,7 @@ public BinaryData getRequireApproval() {
 
     /**
      * Set the requireApproval property: The require_approval property.
-     * 
+     *
      * @param requireApproval the requireApproval value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -314,7 +314,7 @@ public McpToolboxTool setRequireApproval(BinaryData requireApproval) {
 
     /**
      * Get the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
-     * 
+     *
      * @return the deferLoading value.
      */
     @Generated
@@ -324,7 +324,7 @@ public Boolean isDeferLoading() {
 
     /**
      * Set the deferLoading property: Whether this MCP tool is deferred and discovered via tool search.
-     * 
+     *
      * @param deferLoading the deferLoading value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -337,7 +337,7 @@ public McpToolboxTool setDeferLoading(Boolean deferLoading) {
     /**
      * Get the projectConnectionId property: The connection ID in the project for the MCP server. The connection stores
      * authentication and other connection details needed to connect to the MCP server.
-     * 
+     *
      * @return the projectConnectionId value.
      */
     @Generated
@@ -348,7 +348,7 @@ public String getProjectConnectionId() {
     /**
      * Set the projectConnectionId property: The connection ID in the project for the MCP server. The connection stores
      * authentication and other connection details needed to connect to the MCP server.
-     * 
+     *
      * @param projectConnectionId the projectConnectionId value to set.
      * @return the McpToolboxTool object itself.
      */
@@ -420,7 +420,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of McpToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of McpToolboxTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
@@ -447,7 +447,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
@@ -496,7 +495,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             deserializedMcpToolboxTool.requireApproval = requireApproval;
             deserializedMcpToolboxTool.deferLoading = deferLoading;
             deserializedMcpToolboxTool.projectConnectionId = projectConnectionId;
-
             return deserializedMcpToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java
similarity index 85%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java
index d70c4e93e954..35b0036385b9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java
@@ -18,7 +18,7 @@
  * Groups function/custom tools under a shared namespace.
  */
 @Immutable
-public final class NamespaceToolParam extends Tool {
+public final class NamespaceTool extends Tool {
 
     /*
      * The type property.
@@ -44,6 +44,20 @@ public final class NamespaceToolParam extends Tool {
     @Generated
     private final List tools;
 
+    /**
+     * Creates an instance of NamespaceTool class.
+     *
+     * @param name the name value to set.
+     * @param description the description value to set.
+     * @param tools the tools value to set.
+     */
+    @Generated
+    public NamespaceTool(String name, String description, List tools) {
+        this.name = name;
+        this.description = description;
+        this.tools = tools;
+    }
+
     /**
      * Get the type property: The type property.
      *
@@ -106,16 +120,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of NamespaceToolParam from the JsonReader.
+     * Reads an instance of NamespaceTool from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of NamespaceToolParam if the JsonReader was pointing to an instance of it, or null if it was
+     * @return An instance of NamespaceTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the NamespaceToolParam.
+     * @throws IOException If an error occurs while reading the NamespaceTool.
      */
     @Generated
-    public static NamespaceToolParam fromJson(JsonReader jsonReader) throws IOException {
+    public static NamespaceTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
@@ -137,23 +151,9 @@ public static NamespaceToolParam fromJson(JsonReader jsonReader) throws IOExcept
                     reader.skipChildren();
                 }
             }
-            NamespaceToolParam deserializedNamespaceToolParam = new NamespaceToolParam(name, description, tools);
-            deserializedNamespaceToolParam.type = type;
-            return deserializedNamespaceToolParam;
+            NamespaceTool deserializedNamespaceTool = new NamespaceTool(name, description, tools);
+            deserializedNamespaceTool.type = type;
+            return deserializedNamespaceTool;
         });
     }
-
-    /**
-     * Creates an instance of NamespaceToolParam class.
-     *
-     * @param name the name value to set.
-     * @param description the description value to set.
-     * @param tools the tools value to set.
-     */
-    @Generated
-    public NamespaceToolParam(String name, String description, List tools) {
-        this.name = name;
-        this.description = description;
-        this.tools = tools;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index d30c115ef611..ac75a6b4f473 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -132,9 +132,9 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("computer".equals(discriminatorValue)) {
                     return ComputerTool.fromJson(readerToUse.reset());
                 } else if ("namespace".equals(discriminatorValue)) {
-                    return NamespaceToolParam.fromJson(readerToUse.reset());
+                    return NamespaceTool.fromJson(readerToUse.reset());
                 } else if ("tool_search".equals(discriminatorValue)) {
-                    return ToolSearchToolParam.fromJson(readerToUse.reset());
+                    return ToolSearchTool.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchTool.java
similarity index 69%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchTool.java
index b1d8b38ba46f..ae30f54cb569 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolSearchTool.java
@@ -5,6 +5,7 @@
 
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -16,7 +17,7 @@
  * Hosted or BYOT tool search configuration for deferred tools.
  */
 @Fluent
-public final class ToolSearchToolParam extends Tool {
+public final class ToolSearchTool extends Tool {
 
     /*
      * The type property.
@@ -40,13 +41,13 @@ public final class ToolSearchToolParam extends Tool {
      * The parameters property.
      */
     @Generated
-    private EmptyModelParam parameters;
+    private BinaryData parameters;
 
     /**
-     * Creates an instance of ToolSearchToolParam class.
+     * Creates an instance of ToolSearchTool class.
      */
     @Generated
-    public ToolSearchToolParam() {
+    public ToolSearchTool() {
     }
 
     /**
@@ -74,10 +75,10 @@ public ToolSearchExecutionType getExecution() {
      * Set the execution property: Whether tool search is executed by the server or by the client.
      *
      * @param execution the execution value to set.
-     * @return the ToolSearchToolParam object itself.
+     * @return the ToolSearchTool object itself.
      */
     @Generated
-    public ToolSearchToolParam setExecution(ToolSearchExecutionType execution) {
+    public ToolSearchTool setExecution(ToolSearchExecutionType execution) {
         this.execution = execution;
         return this;
     }
@@ -96,10 +97,10 @@ public String getDescription() {
      * Set the description property: The description property.
      *
      * @param description the description value to set.
-     * @return the ToolSearchToolParam object itself.
+     * @return the ToolSearchTool object itself.
      */
     @Generated
-    public ToolSearchToolParam setDescription(String description) {
+    public ToolSearchTool setDescription(String description) {
         this.description = description;
         return this;
     }
@@ -110,7 +111,7 @@ public ToolSearchToolParam setDescription(String description) {
      * @return the parameters value.
      */
     @Generated
-    public EmptyModelParam getParameters() {
+    public BinaryData getParameters() {
         return this.parameters;
     }
 
@@ -118,10 +119,10 @@ public EmptyModelParam getParameters() {
      * Set the parameters property: The parameters property.
      *
      * @param parameters the parameters value to set.
-     * @return the ToolSearchToolParam object itself.
+     * @return the ToolSearchTool object itself.
      */
     @Generated
-    public ToolSearchToolParam setParameters(EmptyModelParam parameters) {
+    public ToolSearchTool setParameters(BinaryData parameters) {
         this.parameters = parameters;
         return this;
     }
@@ -136,38 +137,42 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("execution", this.execution == null ? null : this.execution.toString());
         jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeJsonField("parameters", this.parameters);
+        if (this.parameters != null) {
+            jsonWriter.writeFieldName("parameters");
+            this.parameters.writeTo(jsonWriter);
+        }
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of ToolSearchToolParam from the JsonReader.
+     * Reads an instance of ToolSearchTool from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of ToolSearchToolParam if the JsonReader was pointing to an instance of it, or null if it was
+     * @return An instance of ToolSearchTool if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the ToolSearchToolParam.
+     * @throws IOException If an error occurs while reading the ToolSearchTool.
      */
     @Generated
-    public static ToolSearchToolParam fromJson(JsonReader jsonReader) throws IOException {
+    public static ToolSearchTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            ToolSearchToolParam deserializedToolSearchToolParam = new ToolSearchToolParam();
+            ToolSearchTool deserializedToolSearchTool = new ToolSearchTool();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    deserializedToolSearchToolParam.type = ToolType.fromString(reader.getString());
+                    deserializedToolSearchTool.type = ToolType.fromString(reader.getString());
                 } else if ("execution".equals(fieldName)) {
-                    deserializedToolSearchToolParam.execution = ToolSearchExecutionType.fromString(reader.getString());
+                    deserializedToolSearchTool.execution = ToolSearchExecutionType.fromString(reader.getString());
                 } else if ("description".equals(fieldName)) {
-                    deserializedToolSearchToolParam.description = reader.getString();
+                    deserializedToolSearchTool.description = reader.getString();
                 } else if ("parameters".equals(fieldName)) {
-                    deserializedToolSearchToolParam.parameters = EmptyModelParam.fromJson(reader);
+                    deserializedToolSearchTool.parameters
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
                 } else {
                     reader.skipChildren();
                 }
             }
-            return deserializedToolSearchToolParam;
+            return deserializedToolSearchTool;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java
index 51918419bfae..3eac104ea09b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java
@@ -1,7 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 import com.azure.core.annotation.Fluent;
@@ -17,6 +16,7 @@
  */
 @Fluent
 public final class WorkIqPreviewToolboxTool extends ToolboxTool {
+
     /*
      * The type of tool.
      */
@@ -31,7 +31,7 @@ public final class WorkIqPreviewToolboxTool extends ToolboxTool {
 
     /**
      * Creates an instance of WorkIqPreviewToolboxTool class.
-     * 
+     *
      * @param projectConnectionId the projectConnectionId value to set.
      */
     @Generated
@@ -41,7 +41,7 @@ public WorkIqPreviewToolboxTool(String projectConnectionId) {
 
     /**
      * Get the type property: The type of tool.
-     * 
+     *
      * @return the type value.
      */
     @Generated
@@ -52,7 +52,7 @@ public ToolboxToolType getType() {
 
     /**
      * Get the projectConnectionId property: The ID of the WorkIQ project connection.
-     * 
+     *
      * @return the projectConnectionId value.
      */
     @Generated
@@ -107,7 +107,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
 
     /**
      * Reads an instance of WorkIqPreviewToolboxTool from the JsonReader.
-     * 
+     *
      * @param jsonReader The JsonReader being read.
      * @return An instance of WorkIqPreviewToolboxTool if the JsonReader was pointing to an instance of it, or null if
      * it was pointing to JSON null.
@@ -125,7 +125,6 @@ public static WorkIqPreviewToolboxTool fromJson(JsonReader jsonReader) throws IO
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
@@ -146,7 +145,6 @@ public static WorkIqPreviewToolboxTool fromJson(JsonReader jsonReader) throws IO
             deserializedWorkIqPreviewToolboxTool.setDescription(description);
             deserializedWorkIqPreviewToolboxTool.setToolConfigs(toolConfigs);
             deserializedWorkIqPreviewToolboxTool.type = type;
-
             return deserializedWorkIqPreviewToolboxTool;
         });
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 9edb28b41962..755a07c3d2cf 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 1f36df3559ab..6695cde94b25 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 673b926d84a9d592229e2625a71313f75ab1e463
+commit: caf0a0c0dec98c524049a233e0a0b2c4867c9910
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From cb8386fe9b8a8b4436a294a3c35f2d99c75a6ceb Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Fri, 26 Jun 2026 12:57:13 -0700
Subject: [PATCH 25/45] update binary data and tests

---
 .../azure/ai/agents/models/NamespaceTool.java | 47 ++++++++-----------
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 .../HostedAgentContainerSamplesTests.java     |  3 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 4 files changed, 24 insertions(+), 30 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java
index 35b0036385b9..0b8911517566 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/NamespaceTool.java
@@ -10,7 +10,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.List;
 
 /**
  * Namespace
@@ -42,21 +41,7 @@ public final class NamespaceTool extends Tool {
      * The function/custom tools available inside this namespace.
      */
     @Generated
-    private final List tools;
-
-    /**
-     * Creates an instance of NamespaceTool class.
-     *
-     * @param name the name value to set.
-     * @param description the description value to set.
-     * @param tools the tools value to set.
-     */
-    @Generated
-    public NamespaceTool(String name, String description, List tools) {
-        this.name = name;
-        this.description = description;
-        this.tools = tools;
-    }
+    private final BinaryData tools;
 
     /**
      * Get the type property: The type property.
@@ -95,7 +80,7 @@ public String getDescription() {
      * @return the tools value.
      */
     @Generated
-    public List getTools() {
+    public BinaryData getTools() {
         return this.tools;
     }
 
@@ -108,13 +93,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.name);
         jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> {
-            if (element == null) {
-                writer.writeNull();
-            } else {
-                element.writeTo(writer);
-            }
-        });
+        jsonWriter.writeFieldName("tools");
+        this.tools.writeTo(jsonWriter);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
@@ -133,7 +113,7 @@ public static NamespaceTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
-            List tools = null;
+            BinaryData tools = null;
             ToolType type = ToolType.NAMESPACE;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -143,8 +123,7 @@ public static NamespaceTool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
                 } else if ("tools".equals(fieldName)) {
-                    tools = reader.readArray(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                    tools = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
                 } else {
@@ -156,4 +135,18 @@ public static NamespaceTool fromJson(JsonReader jsonReader) throws IOException {
             return deserializedNamespaceTool;
         });
     }
+
+    /**
+     * Creates an instance of NamespaceTool class.
+     *
+     * @param name the name value to set.
+     * @param description the description value to set.
+     * @param tools the tools value to set.
+     */
+    @Generated
+    public NamespaceTool(String name, String description, BinaryData tools) {
+        this.name = name;
+        this.description = description;
+        this.tools = tools;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 755a07c3d2cf..d5b2c77fe88a 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"ee517cca6539","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsAsyncClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsAsyncClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCode":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.a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e/ai/agents/models/HybridSearchOptions.java","src/main/java/com/azure/ai/agents/models/ImageGenActionEnum.java","src/main/java/com/azure/ai/agents/models/ImageGenTool.java","src/main/java/com/azure/ai/agents/models/ImageGenToolBackground.java","src/main/java/com/azure/ai/agents/models/ImageGenToolInputImageMask.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModel.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModeration.java","src/main/java/com/azure/ai/agents/models/ImageGenToolOutputFormat.java","src/main/java/com/azure/ai/agents/models/ImageGenToolQuality.java","src/main/java/com/azure/ai/agents/models/ImageGenToolSize.java","src/main/java/com/azure/ai/agents/models/IncludeEnum.java","src/main/java/com/azure/ai/agents/models/InlineSkillParameter.java","src/main/java/com/azure/ai/agents/models/InlineSkillSourceParameter.java","src/main/java/com/azure/ai/agents/models/InputFidelity.java","src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/JobStatus.java","src/main/java/com/azure/ai/agents/models/ListMemoriesOptions.java","src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java","src/main/java/com/azure/ai/agents/models/LocalSkillParameter.java","src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java","src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/McpTool.java","src/main/java/com/azure/ai/agents/models/McpToolConnectorId.java","src/main/java/com/azure/ai/agents/models/McpToolFilter.java","src/main/java/com/azure/ai/agents/models/McpToolRequireApproval.java","src/main/java/com/azure/ai/agents/models/McpToolboxTool.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCallOutput.java","src/main/java/com/azure/ai/agents/models/MemoryItem.java","src/main/java/com/azure/ai/agents/models/MemoryItemKind.java","src/main/java/com/azure/ai/agents/models/MemoryOperation.java","src/main/java/com/azure/ai/agents/models/MemoryOperationKind.java","src/main/java/com/azure/ai/agents/models/MemorySearchItem.java","src/main/java/com/azure/ai/agents/models/MemorySearchOptions.java","src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/MemorySearchToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultOptions.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDetails.java","src/main/java/com/azure/ai/agents/models/MemoryStoreKind.java","src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java","src/main/java/com/azure/ai/agents/models/MemoryStoreOperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceTool.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
index 245a731b9054..582fa8b5ec8d 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
@@ -8,6 +8,7 @@
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
 import com.azure.ai.agents.models.AgentEndpointConfig;
+import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.AgentVersionStatus;
@@ -232,7 +233,7 @@ private static void cleanup(AgentsClient agentsClient, String agentName, HostedA
 
         if (resources.getSession() != null) {
             try {
-                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId());
             } catch (ResourceNotFoundException ignored) {
                 // The test may have already deleted the session.
             }
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 6695cde94b25..707f870909aa 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: caf0a0c0dec98c524049a233e0a0b2c4867c9910
+commit: 15fb894ec56f24655206b1a52ba74ff64ca1cfa5
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 7af87fb9d50f23b647eeca44ca9dc03304a0aa8c Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Fri, 26 Jun 2026 13:20:31 -0700
Subject: [PATCH 26/45] regen

---
 .../azure/ai/agents/AgentsAsyncClient.java    | 141 +++++++++++-------
 .../com/azure/ai/agents/AgentsClient.java     | 117 +++++++++------
 .../ai/agents/implementation/AgentsImpl.java  |  48 ++++++
 .../models/CreateAgentOptions.java            |  34 +++++
 .../models/CreateAgentRequest.java            |  39 +++++
 .../models/CreateAgentVersionRequest.java     |  39 +++++
 .../ai/agents/models/AgentVersionDetails.java |  23 +++
 .../ai/agents/models/AzureAISearchTool.java   | 104 ++++++++++++-
 .../models/AzureAISearchToolboxTool.java      |  34 ++++-
 .../ai/agents/models/AzureFunctionTool.java   |  38 ++++-
 .../ai/agents/models/BingGroundingTool.java   | 104 ++++++++++++-
 .../models/CaptureStructuredOutputsTool.java  | 104 ++++++++++++-
 .../ai/agents/models/CodeInterpreterTool.java |  95 ++++++++++++
 .../models/CodeInterpreterToolboxTool.java    |  32 +++-
 .../models/CreateAgentVersionInput.java       |  39 +++++
 .../ai/agents/models/FileSearchTool.java      | 100 +++++++++++++
 .../agents/models/FileSearchToolboxTool.java  |  32 +++-
 .../models/FunctionShellToolParameter.java    |  95 ++++++++++++
 .../agents/models/HostedAgentDefinition.java  |  36 -----
 .../azure/ai/agents/models/ImageGenTool.java  |  95 ++++++++++++
 .../models/LocalShellToolParameter.java       |  99 +++++++++++-
 .../com/azure/ai/agents/models/McpTool.java   |  33 ++++
 .../ai/agents/models/McpToolboxTool.java      |  34 ++++-
 .../azure/ai/agents/models/OpenApiTool.java   |  38 ++++-
 .../ai/agents/models/OpenApiToolboxTool.java  |  34 ++++-
 .../azure/ai/agents/models/WebSearchTool.java |  95 ++++++++++++
 .../agents/models/WebSearchToolboxTool.java   |  32 +++-
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 29 files changed, 1519 insertions(+), 199 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index 119d15e31968..62070324762a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -94,6 +94,7 @@ public final class AgentsAsyncClient {
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -199,6 +200,7 @@ public Mono> getAgentWithResponse(String agentName, Request
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      * }
      * }
      * 

@@ -223,6 +225,7 @@ public Mono> getAgentWithResponse(String agentName, Request
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -328,6 +331,9 @@ public Mono deleteAgentVersion(String agentName, String agentVersion) {
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * include_draftsBooleanNo(Preview) Whether to include draft versions in the
+     * listing. The service defaults to `false` if a value is not specified by the caller (only non-draft versions are
+     * returned).
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -350,6 +356,7 @@ public Mono deleteAgentVersion(String agentName, String agentVersion) {
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -524,6 +531,7 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      *     agent_endpoint (Optional): {
      *         version_selector (Optional): {
      *             version_selection_rules (Optional, Required on create): [
@@ -601,6 +609,7 @@ public Mono createAgentVersion(String agentName, AgentDefin
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -734,6 +743,7 @@ Mono> createAgentWithResponse(BinaryData createAgentRequest
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -901,6 +911,7 @@ Mono updateAgent(String agentName, AgentDefinition definition) {
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1031,6 +1042,7 @@ Mono> createAgentFromManifestWithResponse(BinaryData create
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1155,6 +1167,7 @@ Mono> updateAgentFromManifestWithResponse(String agentName,
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -1392,6 +1405,7 @@ public Mono createAgentVersionFromManifest(String agentName
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -1512,64 +1526,6 @@ public PagedFlux listAgents(AgentKind kind, Integer limit, PageOrd
         });
     }
 
-    /**
-     * List agent versions
-     *
-     * Returns a paged collection of versions for the specified agent.
-     *
-     * @param agentName The name of the agent to retrieve versions for.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listAgentVersions(String agentName, Integer limit, PageOrder order,
-        String after, String before) {
-        // Generated convenience method for listAgentVersions
-        RequestOptions requestOptions = new RequestOptions();
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        PagedFlux pagedFluxResponse = listAgentVersions(agentName, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
     /**
      * List agents
      *
@@ -1622,6 +1578,7 @@ public PagedFlux listAgentVersions(String agentName, Intege
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1995,6 +1952,7 @@ Mono createAgent(CreateAgentOptions options) {
                 .setMetadata(options.getMetadata())
                 .setDescription(options.getDescription())
                 .setBlueprintReference(options.getBlueprintReference())
+                .setDraft(options.isDraft())
                 .setAgentEndpoint(options.getAgentEndpoint())
                 .setAgentCard(options.getAgentCard());
         BinaryData createAgentRequest = BinaryData.fromObject(createAgentRequestObj);
@@ -2273,6 +2231,7 @@ Mono updateAgent(String agentName, AgentDefinition definition, Map
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2395,6 +2354,7 @@ Mono> createAgentFromCodeWithResponse(String agentName, Str
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2571,6 +2531,7 @@ Mono> updateAgentFromCodeWithResponse(String agentName, Str
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2685,6 +2646,7 @@ public Mono> updateAgentDetailsWithResponse(String agentNam
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -4197,4 +4159,67 @@ public Mono deleteSessionFile(String agentName, String agentSessionId, Str
         }
         return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
     }
+
+    /**
+     * List agent versions
+     *
+     * Returns a paged collection of versions for the specified agent.
+     *
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @param includeDrafts (Preview) Whether to include draft versions in the listing. The service defaults to `false`
+     * if a value is not specified by the caller (only non-draft versions are returned).
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux listAgentVersions(String agentName, Integer limit, PageOrder order,
+        String after, String before, Boolean includeDrafts) {
+        // Generated convenience method for listAgentVersions
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (includeDrafts != null) {
+            requestOptions.addQueryParam("include_drafts", String.valueOf(includeDrafts), false);
+        }
+        PagedFlux pagedFluxResponse = listAgentVersions(agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 5dc9c5b331ea..e5482da0e712 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -90,6 +90,7 @@ public final class AgentsClient {
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -194,6 +195,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      * }
      * }
      * 

@@ -218,6 +220,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -321,6 +324,9 @@ public void deleteAgentVersion(String agentName, String agentVersion) {
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * include_draftsBooleanNo(Preview) Whether to include draft versions in the
+     * listing. The service defaults to `false` if a value is not specified by the caller (only non-draft versions are
+     * returned).
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -343,6 +349,7 @@ public void deleteAgentVersion(String agentName, String agentVersion) {
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -492,6 +499,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      *     agent_endpoint (Optional): {
      *         version_selector (Optional): {
      *             version_selection_rules (Optional, Required on create): [
@@ -569,6 +577,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -702,6 +711,7 @@ Response createAgentWithResponse(BinaryData createAgentRequest, Requ
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -869,6 +879,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -998,6 +1009,7 @@ Response createAgentFromManifestWithResponse(BinaryData createAgentF
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1122,6 +1134,7 @@ Response updateAgentFromManifestWithResponse(String agentName,
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -1352,6 +1365,7 @@ public AgentVersionDetails createAgentVersionFromManifest(String agentName, Stri
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -1459,52 +1473,6 @@ public PagedIterable listAgents(AgentKind kind, Integer limit, Pag
             .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentDetails.class));
     }
 
-    /**
-     * List agent versions
-     *
-     * Returns a paged collection of versions for the specified agent.
-     *
-     * @param agentName The name of the agent to retrieve versions for.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listAgentVersions(String agentName, Integer limit, PageOrder order,
-        String after, String before) {
-        // Generated convenience method for listAgentVersions
-        RequestOptions requestOptions = new RequestOptions();
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        return serviceClient.listAgentVersions(agentName, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentVersionDetails.class));
-    }
-
     /**
      * List agents
      *
@@ -1557,6 +1525,7 @@ public PagedIterable listAgentVersions(String agentName, In
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1916,6 +1885,7 @@ AgentDetails createAgent(CreateAgentOptions options) {
                 .setMetadata(options.getMetadata())
                 .setDescription(options.getDescription())
                 .setBlueprintReference(options.getBlueprintReference())
+                .setDraft(options.isDraft())
                 .setAgentEndpoint(options.getAgentEndpoint())
                 .setAgentCard(options.getAgentCard());
         BinaryData createAgentRequest = BinaryData.fromObject(createAgentRequestObj);
@@ -2167,6 +2137,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, Map createAgentFromCodeWithResponse(String agentName, String co
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2463,6 +2435,7 @@ Response updateAgentFromCodeWithResponse(String agentName, String co
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2576,6 +2549,7 @@ public Response updateAgentDetailsWithResponse(String agentName, Bin
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -4030,4 +4004,55 @@ public void deleteSessionFile(String agentName, String agentSessionId, String pa
         }
         deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
     }
+
+    /**
+     * List agent versions
+     *
+     * Returns a paged collection of versions for the specified agent.
+     *
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @param includeDrafts (Preview) Whether to include draft versions in the listing. The service defaults to `false`
+     * if a value is not specified by the caller (only non-draft versions are returned).
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable listAgentVersions(String agentName, Integer limit, PageOrder order,
+        String after, String before, Boolean includeDrafts) {
+        // Generated convenience method for listAgentVersions
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (includeDrafts != null) {
+            requestOptions.addQueryParam("include_drafts", String.valueOf(includeDrafts), false);
+        }
+        return serviceClient.listAgentVersions(agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentVersionDetails.class));
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
index ae80624dca7c..bc68122f4e28 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
@@ -775,6 +775,7 @@ Response listAgentConversationsSync(@HostParam("endpoint") String en
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -889,6 +890,7 @@ public Mono> getAgentWithResponseAsync(String agentName, Re
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -996,6 +998,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      *     agent_endpoint (Optional): {
      *         version_selector (Optional): {
      *             version_selection_rules (Optional, Required on create): [
@@ -1073,6 +1076,7 @@ public Response getAgentWithResponse(String agentName, RequestOption
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1181,6 +1185,7 @@ public Mono> createAgentWithResponseAsync(BinaryData create
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      *     agent_endpoint (Optional): {
      *         version_selector (Optional): {
      *             version_selection_rules (Optional, Required on create): [
@@ -1258,6 +1263,7 @@ public Mono> createAgentWithResponseAsync(BinaryData create
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1375,6 +1381,7 @@ public Response createAgentWithResponse(BinaryData createAgentReques
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1498,6 +1505,7 @@ public Mono> createAgentFromCodeWithResponseAsync(String ag
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1638,6 +1646,7 @@ public Response createAgentFromCodeWithResponse(String agentName, St
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1776,6 +1785,7 @@ public Mono> updateAgentWithResponseAsync(String agentName,
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -1895,6 +1905,7 @@ public Response updateAgentWithResponse(String agentName, BinaryData
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2019,6 +2030,7 @@ public Mono> updateAgentFromCodeWithResponseAsync(String ag
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2156,6 +2168,7 @@ public Response updateAgentFromCodeWithResponse(String agentName, St
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2288,6 +2301,7 @@ public Mono> createAgentFromManifestWithResponseAsync(
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2420,6 +2434,7 @@ public Response createAgentFromManifestWithResponse(BinaryData creat
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2553,6 +2568,7 @@ public Mono> updateAgentFromManifestWithResponseAsync(Strin
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2775,6 +2791,7 @@ public Response internalDeleteAgentWithResponse(String agentName, Re
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -2911,6 +2928,7 @@ private Mono> listAgentsSinglePageAsync(RequestOptions
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -3041,6 +3059,7 @@ public PagedFlux listAgentsAsync(RequestOptions requestOptions) {
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -3175,6 +3194,7 @@ private PagedResponse listAgentsSinglePage(RequestOptions requestOpt
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -3275,6 +3295,7 @@ public PagedIterable listAgents(RequestOptions requestOptions) {
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      * }
      * }
      * 

@@ -3299,6 +3320,7 @@ public PagedIterable listAgents(RequestOptions requestOptions) {
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3357,6 +3379,7 @@ public Mono> createAgentVersionWithResponseAsync(String age
      *     blueprint_reference (Optional): {
      *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
+     *     draft: Boolean (Optional)
      * }
      * }
      * 

@@ -3381,6 +3404,7 @@ public Mono> createAgentVersionWithResponseAsync(String age
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3458,6 +3482,7 @@ public Response createAgentVersionWithResponse(String agentName, Bin
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3535,6 +3560,7 @@ public Mono> createAgentVersionFromManifestWithResponseAsyn
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3595,6 +3621,7 @@ public Response createAgentVersionFromManifestWithResponse(String ag
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3653,6 +3680,7 @@ public Mono> getAgentVersionDetailsWithResponseAsync(String
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3798,6 +3826,9 @@ public Response internalDeleteAgentVersionWithResponse(String agentN
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * include_draftsBooleanNo(Preview) Whether to include draft versions in the
+     * listing. The service defaults to `false` if a value is not specified by the caller (only non-draft versions are
+     * returned).
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -3820,6 +3851,7 @@ public Response internalDeleteAgentVersionWithResponse(String agentN
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3876,6 +3908,9 @@ private Mono> listAgentVersionsSinglePageAsync(String
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * include_draftsBooleanNo(Preview) Whether to include draft versions in the
+     * listing. The service defaults to `false` if a value is not specified by the caller (only non-draft versions are
+     * returned).
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -3898,6 +3933,7 @@ private Mono> listAgentVersionsSinglePageAsync(String
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -3947,6 +3983,9 @@ public PagedFlux listAgentVersionsAsync(String agentName, RequestOpt
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * include_draftsBooleanNo(Preview) Whether to include draft versions in the
+     * listing. The service defaults to `false` if a value is not specified by the caller (only non-draft versions are
+     * returned).
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -3969,6 +4008,7 @@ public PagedFlux listAgentVersionsAsync(String agentName, RequestOpt
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -4022,6 +4062,9 @@ private PagedResponse listAgentVersionsSinglePage(String agentName,
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * include_draftsBooleanNo(Preview) Whether to include draft versions in the
+     * listing. The service defaults to `false` if a value is not specified by the caller (only non-draft versions are
+     * returned).
      * 
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
Response Body Schema

@@ -4044,6 +4087,7 @@ private PagedResponse listAgentVersionsSinglePage(String agentName,
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -4157,6 +4201,7 @@ public PagedIterable listAgentVersions(String agentName, RequestOpti
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -4330,6 +4375,7 @@ public Mono> updateAgentDetailsWithResponseAsync(String age
      *                     rai_policy_name: String (Required)
      *                 }
      *             }
+     *             draft: Boolean (Optional)
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
      *                 principal_id: String (Required)
@@ -4446,6 +4492,7 @@ public Response updateAgentDetailsWithResponse(String agentName, Bin
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
@@ -4513,6 +4560,7 @@ public Mono> createAgentVersionFromCodeWithResponseAsync(St
      *             rai_policy_name: String (Required)
      *         }
      *     }
+     *     draft: Boolean (Optional)
      *     status: String(creating/active/failed/deleting/deleted) (Optional)
      *     instance_identity (Optional): {
      *         principal_id: String (Required)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
index 72acf980f033..e9d547335e42 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
@@ -254,4 +254,38 @@ public CreateAgentOptions setState(AgentState state) {
         this.state = state;
         return this;
     }
+
+    /*
+     * (Preview) Whether this agent version is a draft (candidate) rather than a release. The service defaults to
+     * `false` if a value is not specified by the caller. Draft versions are recorded but excluded from default 'latest'
+     * resolution and are not auto-promoted.
+     */
+    @Generated
+    private Boolean draft;
+
+    /**
+     * Get the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @return the draft value.
+     */
+    @Generated
+    public Boolean isDraft() {
+        return this.draft;
+    }
+
+    /**
+     * Set the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @param draft the draft value to set.
+     * @return the CreateAgentOptions object itself.
+     */
+    @Generated
+    public CreateAgentOptions setDraft(Boolean draft) {
+        this.draft = draft;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
index ba2e40c5be69..fda3dbe2abba 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
@@ -159,6 +159,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
         jsonWriter.writeStringField("description", this.description);
         jsonWriter.writeJsonField("blueprint_reference", this.blueprintReference);
+        jsonWriter.writeBooleanField("draft", this.draft);
         jsonWriter.writeJsonField("agent_endpoint", this.agentEndpoint);
         jsonWriter.writeJsonField("agent_card", this.agentCard);
         return jsonWriter.writeEndObject();
@@ -182,6 +183,7 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
             Map metadata = null;
             String description = null;
             AgentBlueprintReference blueprintReference = null;
+            Boolean draft = null;
             AgentEndpointConfig agentEndpoint = null;
             AgentCard agentCard = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -199,6 +201,8 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
                     description = reader.getString();
                 } else if ("blueprint_reference".equals(fieldName)) {
                     blueprintReference = AgentBlueprintReference.fromJson(reader);
+                } else if ("draft".equals(fieldName)) {
+                    draft = reader.getNullable(JsonReader::getBoolean);
                 } else if ("agent_endpoint".equals(fieldName)) {
                     agentEndpoint = AgentEndpointConfig.fromJson(reader);
                 } else if ("agent_card".equals(fieldName)) {
@@ -212,6 +216,7 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
             deserializedCreateAgentRequest.metadata = metadata;
             deserializedCreateAgentRequest.description = description;
             deserializedCreateAgentRequest.blueprintReference = blueprintReference;
+            deserializedCreateAgentRequest.draft = draft;
             deserializedCreateAgentRequest.agentEndpoint = agentEndpoint;
             deserializedCreateAgentRequest.agentCard = agentCard;
             return deserializedCreateAgentRequest;
@@ -331,4 +336,38 @@ public CreateAgentRequest setState(AgentState state) {
         this.state = state;
         return this;
     }
+
+    /*
+     * (Preview) Whether this agent version is a draft (candidate) rather than a release. The service defaults to
+     * `false` if a value is not specified by the caller. Draft versions are recorded but excluded from default 'latest'
+     * resolution and are not auto-promoted.
+     */
+    @Generated
+    private Boolean draft;
+
+    /**
+     * Get the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @return the draft value.
+     */
+    @Generated
+    public Boolean isDraft() {
+        return this.draft;
+    }
+
+    /**
+     * Set the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @param draft the draft value to set.
+     * @return the CreateAgentRequest object itself.
+     */
+    @Generated
+    public CreateAgentRequest setDraft(Boolean draft) {
+        this.draft = draft;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentVersionRequest.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentVersionRequest.java
index a59e790ba1fc..ecbc21d67d32 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentVersionRequest.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentVersionRequest.java
@@ -129,6 +129,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
         jsonWriter.writeStringField("description", this.description);
         jsonWriter.writeJsonField("blueprint_reference", this.blueprintReference);
+        jsonWriter.writeBooleanField("draft", this.draft);
         return jsonWriter.writeEndObject();
     }
 
@@ -148,6 +149,7 @@ public static CreateAgentVersionRequest fromJson(JsonReader jsonReader) throws I
             Map metadata = null;
             String description = null;
             AgentBlueprintReference blueprintReference = null;
+            Boolean draft = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -159,6 +161,8 @@ public static CreateAgentVersionRequest fromJson(JsonReader jsonReader) throws I
                     description = reader.getString();
                 } else if ("blueprint_reference".equals(fieldName)) {
                     blueprintReference = AgentBlueprintReference.fromJson(reader);
+                } else if ("draft".equals(fieldName)) {
+                    draft = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -167,6 +171,7 @@ public static CreateAgentVersionRequest fromJson(JsonReader jsonReader) throws I
             deserializedCreateAgentVersionRequest.metadata = metadata;
             deserializedCreateAgentVersionRequest.description = description;
             deserializedCreateAgentVersionRequest.blueprintReference = blueprintReference;
+            deserializedCreateAgentVersionRequest.draft = draft;
             return deserializedCreateAgentVersionRequest;
         });
     }
@@ -198,4 +203,38 @@ public CreateAgentVersionRequest setBlueprintReference(AgentBlueprintReference b
         this.blueprintReference = blueprintReference;
         return this;
     }
+
+    /*
+     * (Preview) Whether this agent version is a draft (candidate) rather than a release. The service defaults to
+     * `false` if a value is not specified by the caller. Draft versions are recorded but excluded from default 'latest'
+     * resolution and are not auto-promoted.
+     */
+    @Generated
+    private Boolean draft;
+
+    /**
+     * Get the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @return the draft value.
+     */
+    @Generated
+    public Boolean isDraft() {
+        return this.draft;
+    }
+
+    /**
+     * Set the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @param draft the draft value to set.
+     * @return the CreateAgentVersionRequest object itself.
+     */
+    @Generated
+    public CreateAgentVersionRequest setDraft(Boolean draft) {
+        this.draft = draft;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
index ae18f6f2872f..d908567f25fd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
@@ -185,6 +185,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeLongField("created_at", this.createdAt);
         jsonWriter.writeJsonField("definition", this.definition);
         jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeBooleanField("draft", this.draft);
         jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
         return jsonWriter.writeEndObject();
     }
@@ -208,6 +209,7 @@ public static AgentVersionDetails fromJson(JsonReader jsonReader) throws IOExcep
             OffsetDateTime createdAt = null;
             AgentDefinition definition = null;
             String description = null;
+            Boolean draft = null;
             AgentVersionStatus status = null;
             AgentIdentity instanceIdentity = null;
             AgentIdentity blueprint = null;
@@ -230,6 +232,8 @@ public static AgentVersionDetails fromJson(JsonReader jsonReader) throws IOExcep
                     definition = AgentDefinition.fromJson(reader);
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
+                } else if ("draft".equals(fieldName)) {
+                    draft = reader.getNullable(JsonReader::getBoolean);
                 } else if ("status".equals(fieldName)) {
                     status = AgentVersionStatus.fromString(reader.getString());
                 } else if ("instance_identity".equals(fieldName)) {
@@ -247,6 +251,7 @@ public static AgentVersionDetails fromJson(JsonReader jsonReader) throws IOExcep
             AgentVersionDetails deserializedAgentVersionDetails
                 = new AgentVersionDetails(metadata, id, name, version, createdAt, definition);
             deserializedAgentVersionDetails.description = description;
+            deserializedAgentVersionDetails.draft = draft;
             deserializedAgentVersionDetails.status = status;
             deserializedAgentVersionDetails.instanceIdentity = instanceIdentity;
             deserializedAgentVersionDetails.blueprint = blueprint;
@@ -353,4 +358,22 @@ public String getAgentGuid() {
     public AgentVersionStatus getStatus() {
         return this.status;
     }
+
+    /*
+     * Whether this agent version is a draft (candidate) rather than a release. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted. Defaults to false.
+     */
+    @Generated
+    private Boolean draft;
+
+    /**
+     * Get the draft property: Whether this agent version is a draft (candidate) rather than a release. Draft versions
+     * are recorded but excluded from default 'latest' resolution and are not auto-promoted. Defaults to false.
+     *
+     * @return the draft value.
+     */
+    @Generated
+    public Boolean isDraft() {
+        return this.draft;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java
index 19435e12d288..a4389557e214 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchTool.java
@@ -3,17 +3,18 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * The input definition information for an Azure AI search tool as used to configure an agent.
  */
-@Immutable
+@Fluent
 public final class AzureAISearchTool extends Tool {
 
     /*
@@ -68,6 +69,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("azure_ai_search", this.azureAISearch);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -85,6 +89,9 @@ public static AzureAISearchTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             AzureAISearchToolResource azureAISearch = null;
             ToolType type = ToolType.AZURE_AI_SEARCH;
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -92,13 +99,106 @@ public static AzureAISearchTool fromJson(JsonReader jsonReader) throws IOExcepti
                     azureAISearch = AzureAISearchToolResource.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             AzureAISearchTool deserializedAzureAISearchTool = new AzureAISearchTool(azureAISearch);
             deserializedAzureAISearchTool.type = type;
+            deserializedAzureAISearchTool.name = name;
+            deserializedAzureAISearchTool.description = description;
+            deserializedAzureAISearchTool.toolConfigs = toolConfigs;
             return deserializedAzureAISearchTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the AzureAISearchTool object itself.
+     */
+    @Generated
+    public AzureAISearchTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the AzureAISearchTool object itself.
+     */
+    @Generated
+    public AzureAISearchTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the AzureAISearchTool object itself.
+     */
+    @Generated
+    public AzureAISearchTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
index 92ac7c4ae6b0..634a23dd7aee 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
@@ -81,12 +81,14 @@ public AzureAISearchToolboxTool setDescription(String description) {
     }
 
     /**
-     * {@inheritDoc}
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the AzureAISearchToolboxTool object itself.
      */
     @Generated
-    @Override
     public AzureAISearchToolboxTool setToolConfigs(Map toolConfigs) {
-        super.setToolConfigs(toolConfigs);
+        this.toolConfigs = toolConfigs;
         return this;
     }
 
@@ -99,9 +101,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
-        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("azure_ai_search", this.azureAISearch);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -119,9 +121,9 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
-            Map toolConfigs = null;
             AzureAISearchToolResource azureAISearch = null;
             ToolboxToolType type = ToolboxToolType.AZURE_AI_SEARCH;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -129,12 +131,12 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("azure_ai_search".equals(fieldName)) {
                     azureAISearch = AzureAISearchToolResource.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolboxToolType.fromString(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -142,9 +144,25 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
             AzureAISearchToolboxTool deserializedAzureAISearchToolboxTool = new AzureAISearchToolboxTool(azureAISearch);
             deserializedAzureAISearchToolboxTool.setName(name);
             deserializedAzureAISearchToolboxTool.setDescription(description);
-            deserializedAzureAISearchToolboxTool.setToolConfigs(toolConfigs);
             deserializedAzureAISearchToolboxTool.type = type;
+            deserializedAzureAISearchToolboxTool.toolConfigs = toolConfigs;
             return deserializedAzureAISearchToolboxTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java
index 30b2d0f8b489..fb926e902df8 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureFunctionTool.java
@@ -3,17 +3,18 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * The input definition information for an Azure Function Tool, as used to configure an Agent.
  */
-@Immutable
+@Fluent
 public final class AzureFunctionTool extends Tool {
 
     /*
@@ -68,6 +69,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("azure_function", this.azureFunction);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -85,6 +87,7 @@ public static AzureFunctionTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             AzureFunctionDefinition azureFunction = null;
             ToolType type = ToolType.AZURE_FUNCTION;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -92,13 +95,44 @@ public static AzureFunctionTool fromJson(JsonReader jsonReader) throws IOExcepti
                     azureFunction = AzureFunctionDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             AzureFunctionTool deserializedAzureFunctionTool = new AzureFunctionTool(azureFunction);
             deserializedAzureFunctionTool.type = type;
+            deserializedAzureFunctionTool.toolConfigs = toolConfigs;
             return deserializedAzureFunctionTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the AzureFunctionTool object itself.
+     */
+    @Generated
+    public AzureFunctionTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java
index aa18a2a874c4..178c33d039ab 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BingGroundingTool.java
@@ -3,17 +3,18 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * The input definition information for a bing grounding search tool as used to configure an agent.
  */
-@Immutable
+@Fluent
 public final class BingGroundingTool extends Tool {
 
     /*
@@ -68,6 +69,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("bing_grounding", this.bingGrounding);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -85,6 +89,9 @@ public static BingGroundingTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             BingGroundingSearchToolParameters bingGrounding = null;
             ToolType type = ToolType.BING_GROUNDING;
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -92,13 +99,106 @@ public static BingGroundingTool fromJson(JsonReader jsonReader) throws IOExcepti
                     bingGrounding = BingGroundingSearchToolParameters.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             BingGroundingTool deserializedBingGroundingTool = new BingGroundingTool(bingGrounding);
             deserializedBingGroundingTool.type = type;
+            deserializedBingGroundingTool.name = name;
+            deserializedBingGroundingTool.description = description;
+            deserializedBingGroundingTool.toolConfigs = toolConfigs;
             return deserializedBingGroundingTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the BingGroundingTool object itself.
+     */
+    @Generated
+    public BingGroundingTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the BingGroundingTool object itself.
+     */
+    @Generated
+    public BingGroundingTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the BingGroundingTool object itself.
+     */
+    @Generated
+    public BingGroundingTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java
index 25dcb14beb7d..33174a010a87 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CaptureStructuredOutputsTool.java
@@ -3,17 +3,18 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * A tool for capturing structured outputs.
  */
-@Immutable
+@Fluent
 public final class CaptureStructuredOutputsTool extends Tool {
 
     /*
@@ -68,6 +69,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("outputs", this.outputs);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -85,6 +89,9 @@ public static CaptureStructuredOutputsTool fromJson(JsonReader jsonReader) throw
         return jsonReader.readObject(reader -> {
             StructuredOutputDefinition outputs = null;
             ToolType type = ToolType.CAPTURE_STRUCTURED_OUTPUTS;
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -92,6 +99,12 @@ public static CaptureStructuredOutputsTool fromJson(JsonReader jsonReader) throw
                     outputs = StructuredOutputDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -99,7 +112,94 @@ public static CaptureStructuredOutputsTool fromJson(JsonReader jsonReader) throw
             CaptureStructuredOutputsTool deserializedCaptureStructuredOutputsTool
                 = new CaptureStructuredOutputsTool(outputs);
             deserializedCaptureStructuredOutputsTool.type = type;
+            deserializedCaptureStructuredOutputsTool.name = name;
+            deserializedCaptureStructuredOutputsTool.description = description;
+            deserializedCaptureStructuredOutputsTool.toolConfigs = toolConfigs;
             return deserializedCaptureStructuredOutputsTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the CaptureStructuredOutputsTool object itself.
+     */
+    @Generated
+    public CaptureStructuredOutputsTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the CaptureStructuredOutputsTool object itself.
+     */
+    @Generated
+    public CaptureStructuredOutputsTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the CaptureStructuredOutputsTool object itself.
+     */
+    @Generated
+    public CaptureStructuredOutputsTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java
index 6ca321f9db03..063dc6db6934 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterTool.java
@@ -10,6 +10,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * Code interpreter
@@ -66,6 +67,9 @@ BinaryData getContainer() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         if (this.container != null) {
             jsonWriter.writeFieldName("container");
             this.container.writeTo(jsonWriter);
@@ -90,6 +94,13 @@ public static CodeInterpreterTool fromJson(JsonReader jsonReader) throws IOExcep
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
                     deserializedCodeInterpreterTool.type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedCodeInterpreterTool.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedCodeInterpreterTool.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedCodeInterpreterTool.toolConfigs = toolConfigs;
                 } else if ("container".equals(fieldName)) {
                     deserializedCodeInterpreterTool.container
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
@@ -184,4 +195,88 @@ public AutoCodeInterpreterToolParameter getContainerAsAutoCodeInterpreterToolPar
         }
         return this.container.toObject(AutoCodeInterpreterToolParameter.class);
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the CodeInterpreterTool object itself.
+     */
+    @Generated
+    public CodeInterpreterTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the CodeInterpreterTool object itself.
+     */
+    @Generated
+    public CodeInterpreterTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the CodeInterpreterTool object itself.
+     */
+    @Generated
+    public CodeInterpreterTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
index ec0d45c99fe6..5182f211f9bc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
@@ -100,12 +100,14 @@ public CodeInterpreterToolboxTool setDescription(String description) {
     }
 
     /**
-     * {@inheritDoc}
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the CodeInterpreterToolboxTool object itself.
      */
     @Generated
-    @Override
     public CodeInterpreterToolboxTool setToolConfigs(Map toolConfigs) {
-        super.setToolConfigs(toolConfigs);
+        this.toolConfigs = toolConfigs;
         return this;
     }
 
@@ -118,12 +120,12 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
-        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         if (this.container != null) {
             jsonWriter.writeFieldName("container");
             this.container.writeTo(jsonWriter);
         }
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -146,14 +148,14 @@ public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws
                     deserializedCodeInterpreterToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.setDescription(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedCodeInterpreterToolboxTool.setToolConfigs(toolConfigs);
                 } else if ("type".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("container".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.container
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedCodeInterpreterToolboxTool.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -161,4 +163,20 @@ public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws
             return deserializedCodeInterpreterToolboxTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
index 6e5a1755b78e..b028df9cf4eb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
@@ -157,6 +157,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
         jsonWriter.writeStringField("description", this.description);
         jsonWriter.writeJsonField("blueprint_reference", this.blueprintReference);
+        jsonWriter.writeBooleanField("draft", this.draft);
         return jsonWriter.writeEndObject();
     }
 
@@ -176,6 +177,7 @@ public static CreateAgentVersionInput fromJson(JsonReader jsonReader) throws IOE
             Map metadata = null;
             String description = null;
             AgentBlueprintReference blueprintReference = null;
+            Boolean draft = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -187,6 +189,8 @@ public static CreateAgentVersionInput fromJson(JsonReader jsonReader) throws IOE
                     description = reader.getString();
                 } else if ("blueprint_reference".equals(fieldName)) {
                     blueprintReference = AgentBlueprintReference.fromJson(reader);
+                } else if ("draft".equals(fieldName)) {
+                    draft = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -195,7 +199,42 @@ public static CreateAgentVersionInput fromJson(JsonReader jsonReader) throws IOE
             deserializedCreateAgentVersionInput.metadata = metadata;
             deserializedCreateAgentVersionInput.description = description;
             deserializedCreateAgentVersionInput.blueprintReference = blueprintReference;
+            deserializedCreateAgentVersionInput.draft = draft;
             return deserializedCreateAgentVersionInput;
         });
     }
+
+    /*
+     * (Preview) Whether this agent version is a draft (candidate) rather than a release. The service defaults to
+     * `false` if a value is not specified by the caller. Draft versions are recorded but excluded from default 'latest'
+     * resolution and are not auto-promoted.
+     */
+    @Generated
+    private Boolean draft;
+
+    /**
+     * Get the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @return the draft value.
+     */
+    @Generated
+    public Boolean isDraft() {
+        return this.draft;
+    }
+
+    /**
+     * Set the draft property: (Preview) Whether this agent version is a draft (candidate) rather than a release. The
+     * service defaults to `false` if a value is not specified by the caller. Draft versions are recorded but excluded
+     * from default 'latest' resolution and are not auto-promoted.
+     *
+     * @param draft the draft value to set.
+     * @return the CreateAgentVersionInput object itself.
+     */
+    @Generated
+    public CreateAgentVersionInput setDraft(Boolean draft) {
+        this.draft = draft;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java
index 1f5a55d1fa9a..d061218d62c0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchTool.java
@@ -13,6 +13,7 @@
 import com.openai.models.CompoundFilter;
 import java.io.IOException;
 import java.util.List;
+import java.util.Map;
 
 /**
  * File search
@@ -116,6 +117,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeFieldName("filters");
             this.filters.writeTo(jsonWriter);
         }
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -136,6 +140,9 @@ public static FileSearchTool fromJson(JsonReader jsonReader) throws IOException
             Long maxResults = null;
             RankingOptions rankingOptions = null;
             BinaryData filters = null;
+            String name = null;
+            String description = null;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -149,6 +156,12 @@ public static FileSearchTool fromJson(JsonReader jsonReader) throws IOException
                     rankingOptions = RankingOptions.fromJson(reader);
                 } else if ("filters".equals(fieldName)) {
                     filters = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -158,6 +171,9 @@ public static FileSearchTool fromJson(JsonReader jsonReader) throws IOException
             deserializedFileSearchTool.maxResults = maxResults;
             deserializedFileSearchTool.rankingOptions = rankingOptions;
             deserializedFileSearchTool.filters = filters;
+            deserializedFileSearchTool.name = name;
+            deserializedFileSearchTool.description = description;
+            deserializedFileSearchTool.toolConfigs = toolConfigs;
             return deserializedFileSearchTool;
         });
     }
@@ -303,4 +319,88 @@ private Object getOpenAIFileSearchFilter() {
         }
         return null;
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the FileSearchTool object itself.
+     */
+    @Generated
+    public FileSearchTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the FileSearchTool object itself.
+     */
+    @Generated
+    public FileSearchTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the FileSearchTool object itself.
+     */
+    @Generated
+    public FileSearchTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
index 6685fdb93094..38015d0026b1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
@@ -178,12 +178,14 @@ public FileSearchToolboxTool setDescription(String description) {
     }
 
     /**
-     * {@inheritDoc}
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the FileSearchToolboxTool object itself.
      */
     @Generated
-    @Override
     public FileSearchToolboxTool setToolConfigs(Map toolConfigs) {
-        super.setToolConfigs(toolConfigs);
+        this.toolConfigs = toolConfigs;
         return this;
     }
 
@@ -196,7 +198,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
-        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeNumberField("max_num_results", this.maxResults);
         jsonWriter.writeJsonField("ranking_options", this.rankingOptions);
@@ -204,6 +205,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeFieldName("filters");
             this.filters.writeTo(jsonWriter);
         }
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeArrayField("vector_store_ids", this.vectorStoreIds,
             (writer, element) -> writer.writeString(element));
         return jsonWriter.writeEndObject();
@@ -228,9 +230,6 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                     deserializedFileSearchToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.setDescription(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedFileSearchToolboxTool.setToolConfigs(toolConfigs);
                 } else if ("type".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("max_num_results".equals(fieldName)) {
@@ -240,6 +239,9 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                 } else if ("filters".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.filters
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedFileSearchToolboxTool.toolConfigs = toolConfigs;
                 } else if ("vector_store_ids".equals(fieldName)) {
                     List vectorStoreIds = reader.readArray(reader1 -> reader1.getString());
                     deserializedFileSearchToolboxTool.vectorStoreIds = vectorStoreIds;
@@ -250,4 +252,20 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
             return deserializedFileSearchToolboxTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java
index b044008d6c89..5524d8ce329f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java
@@ -9,6 +9,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * Shell tool
@@ -79,6 +80,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeJsonField("environment", this.environment);
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -102,6 +106,13 @@ public static FunctionShellToolParameter fromJson(JsonReader jsonReader) throws
                 } else if ("environment".equals(fieldName)) {
                     deserializedFunctionShellToolParameter.environment
                         = FunctionShellToolParamEnvironment.fromJson(reader);
+                } else if ("name".equals(fieldName)) {
+                    deserializedFunctionShellToolParameter.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedFunctionShellToolParameter.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedFunctionShellToolParameter.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -109,4 +120,88 @@ public static FunctionShellToolParameter fromJson(JsonReader jsonReader) throws
             return deserializedFunctionShellToolParameter;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the FunctionShellToolParameter object itself.
+     */
+    @Generated
+    public FunctionShellToolParameter setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the FunctionShellToolParameter object itself.
+     */
+    @Generated
+    public FunctionShellToolParameter setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the FunctionShellToolParameter object itself.
+     */
+    @Generated
+    public FunctionShellToolParameter setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index d8b9c81a5fc1..4257eea7a167 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -24,13 +24,6 @@ public final class HostedAgentDefinition extends AgentDefinition {
     @Generated
     private AgentKind kind = AgentKind.HOSTED;
 
-    /*
-     * An array of tools the hosted agent's model may call while generating a response. You
-     * can specify which tool to use by setting the `tool_choice` parameter.
-     */
-    @Generated
-    private List tools;
-
     /*
      * The CPU configuration for the hosted agent.
      */
@@ -60,30 +53,6 @@ public AgentKind getKind() {
         return this.kind;
     }
 
-    /**
-     * Get the tools property: An array of tools the hosted agent's model may call while generating a response. You
-     * can specify which tool to use by setting the `tool_choice` parameter.
-     *
-     * @return the tools value.
-     */
-    @Generated
-    public List getTools() {
-        return this.tools;
-    }
-
-    /**
-     * Set the tools property: An array of tools the hosted agent's model may call while generating a response. You
-     * can specify which tool to use by setting the `tool_choice` parameter.
-     *
-     * @param tools the tools value to set.
-     * @return the HostedAgentDefinition object itself.
-     */
-    @Generated
-    public HostedAgentDefinition setTools(List tools) {
-        this.tools = tools;
-        return this;
-    }
-
     /**
      * Get the cpu property: The CPU configuration for the hosted agent.
      *
@@ -147,7 +116,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("cpu", this.cpu);
         jsonWriter.writeStringField("memory", this.memory);
         jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
-        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeMapField("environment_variables", this.environmentVariables,
             (writer, element) -> writer.writeString(element));
         jsonWriter.writeJsonField("container_configuration", this.containerConfiguration);
@@ -174,7 +142,6 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             String cpu = null;
             String memory = null;
             AgentKind kind = AgentKind.HOSTED;
-            List tools = null;
             Map environmentVariables = null;
             ContainerConfiguration containerConfiguration = null;
             List protocolVersions = null;
@@ -191,8 +158,6 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
                     memory = reader.getString();
                 } else if ("kind".equals(fieldName)) {
                     kind = AgentKind.fromString(reader.getString());
-                } else if ("tools".equals(fieldName)) {
-                    tools = reader.readArray(reader1 -> Tool.fromJson(reader1));
                 } else if ("environment_variables".equals(fieldName)) {
                     environmentVariables = reader.readMap(reader1 -> reader1.getString());
                 } else if ("container_configuration".equals(fieldName)) {
@@ -210,7 +175,6 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             HostedAgentDefinition deserializedHostedAgentDefinition = new HostedAgentDefinition(cpu, memory);
             deserializedHostedAgentDefinition.setRaiConfig(raiConfig);
             deserializedHostedAgentDefinition.kind = kind;
-            deserializedHostedAgentDefinition.tools = tools;
             deserializedHostedAgentDefinition.environmentVariables = environmentVariables;
             deserializedHostedAgentDefinition.containerConfiguration = containerConfiguration;
             deserializedHostedAgentDefinition.protocolVersions = protocolVersions;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
index adacd9b8bae2..58d786e29aa7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ImageGenTool.java
@@ -9,6 +9,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * Image generation tool
@@ -321,6 +322,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("input_image_mask", this.inputImageMask);
         jsonWriter.writeNumberField("partial_images", this.partialImages);
         jsonWriter.writeStringField("action", this.action == null ? null : this.action.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -363,6 +367,13 @@ public static ImageGenTool fromJson(JsonReader jsonReader) throws IOException {
                     deserializedImageGenTool.partialImages = reader.getNullable(JsonReader::getLong);
                 } else if ("action".equals(fieldName)) {
                     deserializedImageGenTool.action = ImageGenActionEnum.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedImageGenTool.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedImageGenTool.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedImageGenTool.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -451,4 +462,88 @@ public ImageGenTool setAction(ImageGenActionEnum action) {
         this.action = action;
         return this;
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the ImageGenTool object itself.
+     */
+    @Generated
+    public ImageGenTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the ImageGenTool object itself.
+     */
+    @Generated
+    public ImageGenTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the ImageGenTool object itself.
+     */
+    @Generated
+    public ImageGenTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java
index a3d34a20f1b3..f668b04f6f1c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java
@@ -3,19 +3,20 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * Local shell tool
  *
  * A tool that allows the model to execute shell commands in a local environment.
  */
-@Immutable
+@Fluent
 public final class LocalShellToolParameter extends Tool {
 
     /*
@@ -50,6 +51,9 @@ public ToolType getType() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -70,6 +74,13 @@ public static LocalShellToolParameter fromJson(JsonReader jsonReader) throws IOE
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
                     deserializedLocalShellToolParameter.type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedLocalShellToolParameter.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedLocalShellToolParameter.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedLocalShellToolParameter.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -77,4 +88,88 @@ public static LocalShellToolParameter fromJson(JsonReader jsonReader) throws IOE
             return deserializedLocalShellToolParameter;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the LocalShellToolParameter object itself.
+     */
+    @Generated
+    public LocalShellToolParameter setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the LocalShellToolParameter object itself.
+     */
+    @Generated
+    public LocalShellToolParameter setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the LocalShellToolParameter object itself.
+     */
+    @Generated
+    public LocalShellToolParameter setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
index 46179e5b2735..057f1fd30abf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpTool.java
@@ -436,6 +436,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         }
         jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -462,6 +463,7 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
             BinaryData requireApproval = null;
             Boolean deferLoading = null;
             String projectConnectionId = null;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -489,6 +491,8 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
                     deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else if ("project_connection_id".equals(fieldName)) {
                     projectConnectionId = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -504,6 +508,7 @@ public static McpTool fromJson(JsonReader jsonReader) throws IOException {
             deserializedMcpTool.requireApproval = requireApproval;
             deserializedMcpTool.deferLoading = deferLoading;
             deserializedMcpTool.projectConnectionId = projectConnectionId;
+            deserializedMcpTool.toolConfigs = toolConfigs;
             return deserializedMcpTool;
         });
     }
@@ -558,4 +563,32 @@ public McpTool setDeferLoading(Boolean deferLoading) {
         this.deferLoading = deferLoading;
         return this;
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the McpTool object itself.
+     */
+    @Generated
+    public McpTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
index a1ce47435e83..bbbf46f4c161 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
@@ -379,12 +379,14 @@ public McpToolboxTool setDescription(String description) {
     }
 
     /**
-     * {@inheritDoc}
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the McpToolboxTool object itself.
      */
     @Generated
-    @Override
     public McpToolboxTool setToolConfigs(Map toolConfigs) {
-        super.setToolConfigs(toolConfigs);
+        this.toolConfigs = toolConfigs;
         return this;
     }
 
@@ -397,7 +399,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
-        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("server_label", this.serverLabel);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("server_url", this.serverUrl);
@@ -415,6 +416,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         }
         jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -432,7 +434,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
-            Map toolConfigs = null;
             String serverLabel = null;
             ToolboxToolType type = ToolboxToolType.MCP;
             String serverUrl = null;
@@ -444,6 +445,7 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             BinaryData requireApproval = null;
             Boolean deferLoading = null;
             String projectConnectionId = null;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -451,8 +453,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("server_label".equals(fieldName)) {
                     serverLabel = reader.getString();
                 } else if ("type".equals(fieldName)) {
@@ -477,6 +477,8 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
                     deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else if ("project_connection_id".equals(fieldName)) {
                     projectConnectionId = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -484,7 +486,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             McpToolboxTool deserializedMcpToolboxTool = new McpToolboxTool(serverLabel);
             deserializedMcpToolboxTool.setName(name);
             deserializedMcpToolboxTool.setDescription(description);
-            deserializedMcpToolboxTool.setToolConfigs(toolConfigs);
             deserializedMcpToolboxTool.type = type;
             deserializedMcpToolboxTool.serverUrl = serverUrl;
             deserializedMcpToolboxTool.connectorType = connectorType;
@@ -495,7 +496,24 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             deserializedMcpToolboxTool.requireApproval = requireApproval;
             deserializedMcpToolboxTool.deferLoading = deferLoading;
             deserializedMcpToolboxTool.projectConnectionId = projectConnectionId;
+            deserializedMcpToolboxTool.toolConfigs = toolConfigs;
             return deserializedMcpToolboxTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java
index 107f3b0365d0..7be6e6946a71 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiTool.java
@@ -3,17 +3,18 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * The input definition information for an OpenAPI tool as used to configure an agent.
  */
-@Immutable
+@Fluent
 public final class OpenApiTool extends Tool {
 
     /*
@@ -52,6 +53,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("openapi", this.openApi);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -69,6 +71,7 @@ public static OpenApiTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             OpenApiFunctionDefinition openApi = null;
             ToolType type = ToolType.OPENAPI;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -76,12 +79,15 @@ public static OpenApiTool fromJson(JsonReader jsonReader) throws IOException {
                     openApi = OpenApiFunctionDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolType.fromString(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
             }
             OpenApiTool deserializedOpenApiTool = new OpenApiTool(openApi);
             deserializedOpenApiTool.type = type;
+            deserializedOpenApiTool.toolConfigs = toolConfigs;
             return deserializedOpenApiTool;
         });
     }
@@ -101,4 +107,32 @@ public static OpenApiTool fromJson(JsonReader jsonReader) throws IOException {
     public OpenApiFunctionDefinition getOpenApi() {
         return this.openApi;
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the OpenApiTool object itself.
+     */
+    @Generated
+    public OpenApiTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
index 149dcceaa97b..7abc97130fe6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
@@ -81,12 +81,14 @@ public OpenApiToolboxTool setDescription(String description) {
     }
 
     /**
-     * {@inheritDoc}
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the OpenApiToolboxTool object itself.
      */
     @Generated
-    @Override
     public OpenApiToolboxTool setToolConfigs(Map toolConfigs) {
-        super.setToolConfigs(toolConfigs);
+        this.toolConfigs = toolConfigs;
         return this;
     }
 
@@ -99,9 +101,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
-        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("openapi", this.openApi);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -119,9 +121,9 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
-            Map toolConfigs = null;
             OpenApiFunctionDefinition openApi = null;
             ToolboxToolType type = ToolboxToolType.OPENAPI;
+            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -129,12 +131,12 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("openapi".equals(fieldName)) {
                     openApi = OpenApiFunctionDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolboxToolType.fromString(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -142,9 +144,25 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
             OpenApiToolboxTool deserializedOpenApiToolboxTool = new OpenApiToolboxTool(openApi);
             deserializedOpenApiToolboxTool.setName(name);
             deserializedOpenApiToolboxTool.setDescription(description);
-            deserializedOpenApiToolboxTool.setToolConfigs(toolConfigs);
             deserializedOpenApiToolboxTool.type = type;
+            deserializedOpenApiToolboxTool.toolConfigs = toolConfigs;
             return deserializedOpenApiToolboxTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java
index db3b5eb3e9c4..bb3fcf2fc741 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchTool.java
@@ -9,6 +9,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.util.Map;
 
 /**
  * Web search
@@ -175,6 +176,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("user_location", this.userLocation);
         jsonWriter.writeStringField("search_context_size",
             this.searchContextSize == null ? null : this.searchContextSize.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("custom_search_configuration", this.customSearchConfiguration);
         return jsonWriter.writeEndObject();
     }
@@ -203,6 +207,13 @@ public static WebSearchTool fromJson(JsonReader jsonReader) throws IOException {
                 } else if ("search_context_size".equals(fieldName)) {
                     deserializedWebSearchTool.searchContextSize
                         = WebSearchToolSearchContextSize.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedWebSearchTool.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedWebSearchTool.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedWebSearchTool.toolConfigs = toolConfigs;
                 } else if ("custom_search_configuration".equals(fieldName)) {
                     deserializedWebSearchTool.customSearchConfiguration = WebSearchConfiguration.fromJson(reader);
                 } else {
@@ -212,4 +223,88 @@ public static WebSearchTool fromJson(JsonReader jsonReader) throws IOException {
             return deserializedWebSearchTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param name the name value to set.
+     * @return the WebSearchTool object itself.
+     */
+    @Generated
+    public WebSearchTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param description the description value to set.
+     * @return the WebSearchTool object itself.
+     */
+    @Generated
+    public WebSearchTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the WebSearchTool object itself.
+     */
+    @Generated
+    public WebSearchTool setToolConfigs(Map toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
index 0e12f26b25bd..4997600dba44 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
@@ -182,12 +182,14 @@ public WebSearchToolboxTool setDescription(String description) {
     }
 
     /**
-     * {@inheritDoc}
+     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the WebSearchToolboxTool object itself.
      */
     @Generated
-    @Override
     public WebSearchToolboxTool setToolConfigs(Map toolConfigs) {
-        super.setToolConfigs(toolConfigs);
+        this.toolConfigs = toolConfigs;
         return this;
     }
 
@@ -200,12 +202,12 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
-        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeJsonField("filters", this.filters);
         jsonWriter.writeJsonField("user_location", this.userLocation);
         jsonWriter.writeStringField("search_context_size",
             this.searchContextSize == null ? null : this.searchContextSize.toString());
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("custom_search_configuration", this.customSearchConfiguration);
         return jsonWriter.writeEndObject();
     }
@@ -229,9 +231,6 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
                     deserializedWebSearchToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.setDescription(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedWebSearchToolboxTool.setToolConfigs(toolConfigs);
                 } else if ("type".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("filters".equals(fieldName)) {
@@ -241,6 +240,9 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
                 } else if ("search_context_size".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.searchContextSize
                         = WebSearchToolSearchContextSize.fromString(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedWebSearchToolboxTool.toolConfigs = toolConfigs;
                 } else if ("custom_search_configuration".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.customSearchConfiguration
                         = WebSearchConfiguration.fromJson(reader);
@@ -251,4 +253,20 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
             return deserializedWebSearchToolboxTool;
         });
     }
+
+    /*
+     * Deprecated. This property is deprecated and will be removed in a future version.
+     */
+    @Generated
+    private Map toolConfigs;
+
+    /**
+     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map getToolConfigs() {
+        return this.toolConfigs;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index d5b2c77fe88a..5f70ffb60012 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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e/ai/agents/models/HybridSearchOptions.java","src/main/java/com/azure/ai/agents/models/ImageGenActionEnum.java","src/main/java/com/azure/ai/agents/models/ImageGenTool.java","src/main/java/com/azure/ai/agents/models/ImageGenToolBackground.java","src/main/java/com/azure/ai/agents/models/ImageGenToolInputImageMask.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModel.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModeration.java","src/main/java/com/azure/ai/agents/models/ImageGenToolOutputFormat.java","src/main/java/com/azure/ai/agents/models/ImageGenToolQuality.java","src/main/java/com/azure/ai/agents/models/ImageGenToolSize.java","src/main/java/com/azure/ai/agents/models/IncludeEnum.java","src/main/java/com/azure/ai/agents/models/InlineSkillParameter.java","src/main/java/com/azure/ai/agents/models/InlineSkillSourceParameter.java","src/main/java/com/azure/ai/agents/models/InputFidelity.java","src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/JobStatus.java","src/main/java/com/azure/ai/agents/models/ListMemoriesOptions.java","src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java","src/main/java/com/azure/ai/agents/models/LocalSkillParameter.java","src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java","src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/McpTool.java","src/main/java/com/azure/ai/agents/models/McpToolConnectorId.java","src/main/java/com/azure/ai/agents/models/McpToolFilter.java","src/main/java/com/azure/ai/agents/models/McpToolRequireApproval.java","src/main/java/com/azure/ai/agents/models/McpToolboxTool.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCallOutput.java","src/main/java/com/azure/ai/agents/models/MemoryItem.java","src/main/java/com/azure/ai/agents/models/MemoryItemKind.java","src/main/java/com/azure/ai/agents/models/MemoryOperation.java","src/main/java/com/azure/ai/agents/models/MemoryOperationKind.java","src/main/java/com/azure/ai/agents/models/MemorySearchItem.java","src/main/java/com/azure/ai/agents/models/MemorySearchOptions.java","src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/MemorySearchToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultOptions.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDetails.java","src/main/java/com/azure/ai/agents/models/MemoryStoreKind.java","src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java","src/main/java/com/azure/ai/agents/models/MemoryStoreOperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceTool.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 707f870909aa..1ac2ae60e8a9 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 15fb894ec56f24655206b1a52ba74ff64ca1cfa5
+commit: 982f82de926ecdbeed22eba86bb399271e58a065
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 8dbaf56ffcaea8f5326013646378eda1803df49e Mon Sep 17 00:00:00 2001
From: kaylieee 
Date: Sat, 27 Jun 2026 03:08:45 -0700
Subject: [PATCH 27/45] new beta annotations

---
 .../customizations/beta-annotations.csv       |   7 +-
 .../models/AgentDefinitionOptInKeys.java      |   7 +-
 .../ai/agents/models/AgentDefinition.java     |   2 +-
 .../ai/agents/models/AgentVersionDetails.java |   3 +
 .../models/AzureAISearchToolboxTool.java      |  34 ++---
 .../models/CodeInterpreterToolboxTool.java    |  32 +----
 .../models/CreateAgentVersionInput.java       |   2 +-
 .../agents/models/FileSearchToolboxTool.java  |  32 +----
 .../ai/agents/models/McpToolboxTool.java      |  34 ++---
 .../agents/models/MemoryStoreObjectType.java  |  10 +-
 .../ai/agents/models/OpenApiToolboxTool.java  |  34 ++---
 .../models/OptimizationDatasetInputType.java  |   2 +
 .../agents/models/WebSearchToolboxTool.java   |  32 +----
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 .../customizations/beta-annotations.csv       | 123 +++++++++++++++++-
 .../models/AgentClusterInsightRequest.java    |   2 +
 .../models/AgentClusterInsightResult.java     |   2 +
 .../models/AgentDataGenerationJobSource.java  |   2 +
 .../AgentEvaluatorGenerationJobSource.java    |   2 +
 .../projects/models/AgentTaxonomyInput.java   |   2 +
 .../ai/projects/models/ArtifactProfile.java   |   2 +
 .../ai/projects/models/AttackStrategy.java    |   2 +
 .../models/AzureOpenAIModelConfiguration.java |   2 +
 .../ai/projects/models/ChartCoordinate.java   |   2 +
 .../projects/models/ClusterInsightResult.java |   2 +
 .../ai/projects/models/ClusterTokenUsage.java |   2 +
 .../models/CodeBasedEvaluatorDefinition.java  |  10 +-
 .../CreateSkillVersionFromFilesBody.java      |   2 +
 .../azure/ai/projects/models/CronTrigger.java |   2 +
 .../models/DailyRecurrenceSchedule.java       |   2 +
 .../ai/projects/models/DataGenerationJob.java |   2 +
 .../models/DataGenerationJobInputs.java       |   2 +
 .../models/DataGenerationJobOptions.java      |   2 +
 .../models/DataGenerationJobOutput.java       |   2 +
 .../DataGenerationJobOutputOptions.java       |   2 +
 .../models/DataGenerationJobOutputType.java   |   2 +
 .../models/DataGenerationJobResult.java       |   2 +
 .../models/DataGenerationJobScenario.java     |   2 +
 .../models/DataGenerationJobSource.java       |   2 +
 .../models/DataGenerationJobSourceType.java   |   2 +
 .../models/DataGenerationJobType.java         |   2 +
 .../models/DataGenerationModelOptions.java    |   2 +
 .../models/DataGenerationTokenUsage.java      |   2 +
 .../DatasetDataGenerationJobOutput.java       |   2 +
 .../DatasetEvaluatorGenerationJobSource.java  |   2 +
 .../ai/projects/models/DatasetReference.java  |   2 +
 .../azure/ai/projects/models/Dimension.java   |   2 +
 .../EvaluationComparisonInsightRequest.java   |   2 +
 .../EvaluationComparisonInsightResult.java    |   2 +
 .../ai/projects/models/EvaluationResult.java  |   2 +
 .../models/EvaluationResultSample.java        |   2 +
 .../EvaluationRunClusterInsightRequest.java   |   2 +
 .../EvaluationRunClusterInsightResult.java    |   2 +
 .../EvaluationRunResultCompareItem.java       |   2 +
 .../models/EvaluationRunResultComparison.java |   2 +
 .../models/EvaluationRunResultSummary.java    |   2 +
 .../models/EvaluationScheduleTask.java        |   2 +
 .../projects/models/EvaluationTaxonomy.java   |   2 +
 .../models/EvaluationTaxonomyInput.java       |   2 +
 .../models/EvaluationTaxonomyInputType.java   |   2 +
 .../ai/projects/models/EvaluatorCategory.java |   2 +
 .../projects/models/EvaluatorDefinition.java  |   2 +
 .../models/EvaluatorDefinitionType.java       |   2 +
 .../models/EvaluatorGenerationArtifacts.java  |   2 +
 .../models/EvaluatorGenerationInputs.java     |   2 +
 .../models/EvaluatorGenerationJob.java        |   2 +
 .../models/EvaluatorGenerationJobSource.java  |   2 +
 .../EvaluatorGenerationJobSourceType.java     |   2 +
 .../models/EvaluatorGenerationTokenUsage.java |   2 +
 .../ai/projects/models/EvaluatorMetric.java   |   2 +
 .../models/EvaluatorMetricDirection.java      |   2 +
 .../projects/models/EvaluatorMetricType.java  |   2 +
 .../ai/projects/models/EvaluatorType.java     |   2 +
 .../ai/projects/models/EvaluatorVersion.java  |   2 +
 .../models/FileDataGenerationJobOutput.java   |   2 +
 .../models/FileDataGenerationJobSource.java   |   2 +
 .../FoundryModelArtifactProfileCategory.java  |   2 +
 .../FoundryModelArtifactProfileSignal.java    |   2 +
 .../models/FoundryModelSourceType.java        |   2 +
 .../projects/models/FoundryModelWarning.java  |   2 +
 .../models/FoundryModelWarningCode.java       |   2 +
 .../models/FoundryModelWeightType.java        |   2 +
 .../models/HourlyRecurrenceSchedule.java      |   2 +
 .../com/azure/ai/projects/models/Insight.java |   2 +
 .../ai/projects/models/InsightCluster.java    |   2 +
 .../models/InsightModelConfiguration.java     |   2 +
 .../ai/projects/models/InsightRequest.java    |   2 +
 .../ai/projects/models/InsightResult.java     |   2 +
 .../ai/projects/models/InsightSample.java     |   2 +
 .../projects/models/InsightScheduleTask.java  |   2 +
 .../ai/projects/models/InsightSummary.java    |   2 +
 .../azure/ai/projects/models/InsightType.java |   2 +
 .../ai/projects/models/InsightsMetadata.java  |   2 +
 .../azure/ai/projects/models/LoraConfig.java  |   2 +
 .../projects/models/ModelCredentialInput.java |   2 +
 .../models/ModelPendingUploadInput.java       |   2 +
 .../models/ModelPendingUploadResult.java      |   2 +
 .../ai/projects/models/ModelSourceData.java   |   2 +
 .../ai/projects/models/ModelVersion.java      |   2 +
 .../models/MonthlyRecurrenceSchedule.java     |   2 +
 .../ai/projects/models/OneTimeTrigger.java    |   2 +
 .../PromptBasedEvaluatorDefinition.java       |   2 +
 .../models/PromptDataGenerationJobSource.java |   2 +
 .../PromptEvaluatorGenerationJobSource.java   |   2 +
 .../projects/models/RecurrenceSchedule.java   |   2 +
 .../ai/projects/models/RecurrenceTrigger.java |   2 +
 .../ai/projects/models/RecurrenceType.java    |   2 +
 .../com/azure/ai/projects/models/RedTeam.java |   2 +
 .../ai/projects/models/RiskCategory.java      |   2 +
 .../RubricBasedEvaluatorDefinition.java       |   2 +
 .../azure/ai/projects/models/SampleType.java  |   2 +
 .../azure/ai/projects/models/Schedule.java    |   2 +
 .../models/ScheduleProvisioningStatus.java    |   2 +
 .../azure/ai/projects/models/ScheduleRun.java |   2 +
 .../ai/projects/models/ScheduleTask.java      |   2 +
 .../ai/projects/models/ScheduleTaskType.java  |   2 +
 .../SimpleQnADataGenerationJobOptions.java    |   2 +
 .../SimpleQnAFineTuningQuestionType.java      |   2 +
 .../ai/projects/models/SkillDetails.java      |   2 +
 .../projects/models/SkillInlineContent.java   |   2 +
 .../ai/projects/models/SkillVersion.java      |   2 +
 .../ai/projects/models/TargetConfig.java      |   2 +
 .../ai/projects/models/TaxonomyCategory.java  |   2 +
 .../projects/models/TaxonomySubCategory.java  |   2 +
 ...UseFineTuningDataGenerationJobOptions.java |   2 +
 .../TracesDataGenerationJobOptions.java       |   2 +
 .../models/TracesDataGenerationJobSource.java |   2 +
 .../TracesEvaluatorGenerationJobSource.java   |   2 +
 .../projects/models/TreatmentEffectType.java  |   2 +
 .../com/azure/ai/projects/models/Trigger.java |   2 +
 .../azure/ai/projects/models/TriggerType.java |   2 +
 .../models/UpdateModelVersionInput.java       |   2 +
 .../models/WeeklyRecurrenceSchedule.java      |   2 +
 .../META-INF/azure-ai-projects_metadata.json  |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 136 files changed, 426 insertions(+), 180 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 203df3be166c..0a475636a284 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -1,7 +1,8 @@
 type;class_name;annotation_description;member_name
-class;com.azure.ai.agents.models.AgentDefinition;Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
+class;com.azure.ai.agents.models.AgentDefinition;Preview API. DraftAgents=V1Preview, ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
+field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. DraftAgents=V1Preview;draft
 class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
+class;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DraftAgents=V1Preview, ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
 class;com.azure.ai.agents.models.ExternalAgentDefinition;Preview API. ExternalAgents=V1Preview;
 class;com.azure.ai.agents.models.MemoryItem;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryItemKind;Preview API. MemoryStores=V1Preview;
@@ -14,6 +15,7 @@ class;com.azure.ai.agents.models.MemoryStoreDefaultOptions;Preview API. MemorySt
 class;com.azure.ai.agents.models.MemoryStoreDefinition;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreDetails;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreKind;Preview API. MemoryStores=V1Preview;
+class;com.azure.ai.agents.models.MemoryStoreObjectType;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreOperationUsage;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreSearchResponse;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateCompletedResult;Preview API. MemoryStores=V1Preview;
@@ -23,6 +25,7 @@ class;com.azure.ai.agents.models.OptimizationAgentIdentifier;Preview API. Agents
 class;com.azure.ai.agents.models.OptimizationCandidate;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.OptimizationDatasetCriterion;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.OptimizationDatasetInput;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetInputType;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.OptimizationDatasetItem;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.OptimizationEvaluatorRef;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.OptimizationInlineDatasetInput;Preview API. AgentsOptimization=V2Preview;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
index 239a82612de7..45e1b012290c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
@@ -16,7 +16,12 @@ public enum AgentDefinitionOptInKeys {
     /**
      * Enum value ExternalAgents=V1Preview.
      */
-    EXTERNAL_AGENTS_V1_PREVIEW("ExternalAgents=V1Preview");
+    EXTERNAL_AGENTS_V1_PREVIEW("ExternalAgents=V1Preview"),
+
+    /**
+     * Enum value DraftAgents=V1Preview.
+     */
+    DRAFT_AGENTS_V1_PREVIEW("DraftAgents=V1Preview");
 
     /**
      * The actual serialized value for a AgentDefinitionOptInKeys instance.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
index ec87c8492024..d4a5d4667ce4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
@@ -16,7 +16,7 @@
  * The AgentDefinition model.
  */
 @Fluent
-@Beta(warningText = "Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
+@Beta(warningText = "Preview API. DraftAgents=V1Preview, ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
 public class AgentDefinition implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
index d908567f25fd..4506bd902649 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -364,6 +365,7 @@ public AgentVersionStatus getStatus() {
      * from default 'latest' resolution and are not auto-promoted. Defaults to false.
      */
     @Generated
+    @Beta(warningText = "Preview API. DraftAgents=V1Preview")
     private Boolean draft;
 
     /**
@@ -373,6 +375,7 @@ public AgentVersionStatus getStatus() {
      * @return the draft value.
      */
     @Generated
+    @Beta(warningText = "Preview API. DraftAgents=V1Preview")
     public Boolean isDraft() {
         return this.draft;
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
index 634a23dd7aee..92ac7c4ae6b0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureAISearchToolboxTool.java
@@ -81,14 +81,12 @@ public AzureAISearchToolboxTool setDescription(String description) {
     }
 
     /**
-     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the AzureAISearchToolboxTool object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public AzureAISearchToolboxTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+        super.setToolConfigs(toolConfigs);
         return this;
     }
 
@@ -101,9 +99,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("azure_ai_search", this.azureAISearch);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -121,9 +119,9 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
+            Map toolConfigs = null;
             AzureAISearchToolResource azureAISearch = null;
             ToolboxToolType type = ToolboxToolType.AZURE_AI_SEARCH;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -131,12 +129,12 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("azure_ai_search".equals(fieldName)) {
                     azureAISearch = AzureAISearchToolResource.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolboxToolType.fromString(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -144,25 +142,9 @@ public static AzureAISearchToolboxTool fromJson(JsonReader jsonReader) throws IO
             AzureAISearchToolboxTool deserializedAzureAISearchToolboxTool = new AzureAISearchToolboxTool(azureAISearch);
             deserializedAzureAISearchToolboxTool.setName(name);
             deserializedAzureAISearchToolboxTool.setDescription(description);
+            deserializedAzureAISearchToolboxTool.setToolConfigs(toolConfigs);
             deserializedAzureAISearchToolboxTool.type = type;
-            deserializedAzureAISearchToolboxTool.toolConfigs = toolConfigs;
             return deserializedAzureAISearchToolboxTool;
         });
     }
-
-    /*
-     * Deprecated. This property is deprecated and will be removed in a future version.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
index 5182f211f9bc..ec0d45c99fe6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeInterpreterToolboxTool.java
@@ -100,14 +100,12 @@ public CodeInterpreterToolboxTool setDescription(String description) {
     }
 
     /**
-     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the CodeInterpreterToolboxTool object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public CodeInterpreterToolboxTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+        super.setToolConfigs(toolConfigs);
         return this;
     }
 
@@ -120,12 +118,12 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         if (this.container != null) {
             jsonWriter.writeFieldName("container");
             this.container.writeTo(jsonWriter);
         }
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -148,14 +146,14 @@ public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws
                     deserializedCodeInterpreterToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedCodeInterpreterToolboxTool.setToolConfigs(toolConfigs);
                 } else if ("type".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("container".equals(fieldName)) {
                     deserializedCodeInterpreterToolboxTool.container
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedCodeInterpreterToolboxTool.toolConfigs = toolConfigs;
                 } else {
                     reader.skipChildren();
                 }
@@ -163,20 +161,4 @@ public static CodeInterpreterToolboxTool fromJson(JsonReader jsonReader) throws
             return deserializedCodeInterpreterToolboxTool;
         });
     }
-
-    /*
-     * Deprecated. This property is deprecated and will be removed in a future version.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
index b028df9cf4eb..a3d48ccf0afe 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
@@ -17,7 +17,7 @@
  * The CreateAgentVersionInput model.
  */
 @Fluent
-@Beta(warningText = "Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
+@Beta(warningText = "Preview API. DraftAgents=V1Preview, ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
 public final class CreateAgentVersionInput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
index 38015d0026b1..6685fdb93094 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FileSearchToolboxTool.java
@@ -178,14 +178,12 @@ public FileSearchToolboxTool setDescription(String description) {
     }
 
     /**
-     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the FileSearchToolboxTool object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public FileSearchToolboxTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+        super.setToolConfigs(toolConfigs);
         return this;
     }
 
@@ -198,6 +196,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeNumberField("max_num_results", this.maxResults);
         jsonWriter.writeJsonField("ranking_options", this.rankingOptions);
@@ -205,7 +204,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeFieldName("filters");
             this.filters.writeTo(jsonWriter);
         }
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeArrayField("vector_store_ids", this.vectorStoreIds,
             (writer, element) -> writer.writeString(element));
         return jsonWriter.writeEndObject();
@@ -230,6 +228,9 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                     deserializedFileSearchToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedFileSearchToolboxTool.setToolConfigs(toolConfigs);
                 } else if ("type".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("max_num_results".equals(fieldName)) {
@@ -239,9 +240,6 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                 } else if ("filters".equals(fieldName)) {
                     deserializedFileSearchToolboxTool.filters
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedFileSearchToolboxTool.toolConfigs = toolConfigs;
                 } else if ("vector_store_ids".equals(fieldName)) {
                     List vectorStoreIds = reader.readArray(reader1 -> reader1.getString());
                     deserializedFileSearchToolboxTool.vectorStoreIds = vectorStoreIds;
@@ -252,20 +250,4 @@ public static FileSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExc
             return deserializedFileSearchToolboxTool;
         });
     }
-
-    /*
-     * Deprecated. This property is deprecated and will be removed in a future version.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
index bbbf46f4c161..a1ce47435e83 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpToolboxTool.java
@@ -379,14 +379,12 @@ public McpToolboxTool setDescription(String description) {
     }
 
     /**
-     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the McpToolboxTool object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public McpToolboxTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+        super.setToolConfigs(toolConfigs);
         return this;
     }
 
@@ -399,6 +397,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("server_label", this.serverLabel);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("server_url", this.serverUrl);
@@ -416,7 +415,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         }
         jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -434,6 +432,7 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
+            Map toolConfigs = null;
             String serverLabel = null;
             ToolboxToolType type = ToolboxToolType.MCP;
             String serverUrl = null;
@@ -445,7 +444,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             BinaryData requireApproval = null;
             Boolean deferLoading = null;
             String projectConnectionId = null;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -453,6 +451,8 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("server_label".equals(fieldName)) {
                     serverLabel = reader.getString();
                 } else if ("type".equals(fieldName)) {
@@ -477,8 +477,6 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
                     deferLoading = reader.getNullable(JsonReader::getBoolean);
                 } else if ("project_connection_id".equals(fieldName)) {
                     projectConnectionId = reader.getString();
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -486,6 +484,7 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             McpToolboxTool deserializedMcpToolboxTool = new McpToolboxTool(serverLabel);
             deserializedMcpToolboxTool.setName(name);
             deserializedMcpToolboxTool.setDescription(description);
+            deserializedMcpToolboxTool.setToolConfigs(toolConfigs);
             deserializedMcpToolboxTool.type = type;
             deserializedMcpToolboxTool.serverUrl = serverUrl;
             deserializedMcpToolboxTool.connectorType = connectorType;
@@ -496,24 +495,7 @@ public static McpToolboxTool fromJson(JsonReader jsonReader) throws IOException
             deserializedMcpToolboxTool.requireApproval = requireApproval;
             deserializedMcpToolboxTool.deferLoading = deferLoading;
             deserializedMcpToolboxTool.projectConnectionId = projectConnectionId;
-            deserializedMcpToolboxTool.toolConfigs = toolConfigs;
             return deserializedMcpToolboxTool;
         });
     }
-
-    /*
-     * Deprecated. This property is deprecated and will be removed in a future version.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java
index 97d597a3436e..933aa2bcb677 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java
@@ -1,28 +1,28 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
+
 /**
  * Defines values for MemoryStoreObjectType.
  */
+@Beta(warningText = "Preview API. MemoryStores=V1Preview")
 public enum MemoryStoreObjectType {
+
     /**
      * Enum value memory_store.
      */
     MEMORY_STORE("memory_store"),
-
     /**
      * Enum value memory_store.deleted.
      */
     MEMORY_STORE_DELETED("memory_store.deleted"),
-
     /**
      * Enum value memory_store.scope.deleted.
      */
     MEMORY_STORE_SCOPE_DELETED("memory_store.scope.deleted"),
-
     /**
      * Enum value memory_store.item.deleted.
      */
@@ -39,7 +39,7 @@ public enum MemoryStoreObjectType {
 
     /**
      * Parses a serialized value to a MemoryStoreObjectType instance.
-     * 
+     *
      * @param value the serialized value to parse.
      * @return the parsed MemoryStoreObjectType object, or null if unable to parse.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
index 7abc97130fe6..149dcceaa97b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java
@@ -81,14 +81,12 @@ public OpenApiToolboxTool setDescription(String description) {
     }
 
     /**
-     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the OpenApiToolboxTool object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public OpenApiToolboxTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+        super.setToolConfigs(toolConfigs);
         return this;
     }
 
@@ -101,9 +99,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("openapi", this.openApi);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         return jsonWriter.writeEndObject();
     }
 
@@ -121,9 +119,9 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
+            Map toolConfigs = null;
             OpenApiFunctionDefinition openApi = null;
             ToolboxToolType type = ToolboxToolType.OPENAPI;
-            Map toolConfigs = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -131,12 +129,12 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
                     name = reader.getString();
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else if ("openapi".equals(fieldName)) {
                     openApi = OpenApiFunctionDefinition.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = ToolboxToolType.fromString(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
                 } else {
                     reader.skipChildren();
                 }
@@ -144,25 +142,9 @@ public static OpenApiToolboxTool fromJson(JsonReader jsonReader) throws IOExcept
             OpenApiToolboxTool deserializedOpenApiToolboxTool = new OpenApiToolboxTool(openApi);
             deserializedOpenApiToolboxTool.setName(name);
             deserializedOpenApiToolboxTool.setDescription(description);
+            deserializedOpenApiToolboxTool.setToolConfigs(toolConfigs);
             deserializedOpenApiToolboxTool.type = type;
-            deserializedOpenApiToolboxTool.toolConfigs = toolConfigs;
             return deserializedOpenApiToolboxTool;
         });
     }
-
-    /*
-     * Deprecated. This property is deprecated and will be removed in a future version.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
index 6c635a423f96..6cc95a7611c2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Discriminator values for the dataset input union.
  */
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationDatasetInputType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
index 4997600dba44..0e12f26b25bd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java
@@ -182,14 +182,12 @@ public WebSearchToolboxTool setDescription(String description) {
     }
 
     /**
-     * Set the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @param toolConfigs the toolConfigs value to set.
-     * @return the WebSearchToolboxTool object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public WebSearchToolboxTool setToolConfigs(Map toolConfigs) {
-        this.toolConfigs = toolConfigs;
+        super.setToolConfigs(toolConfigs);
         return this;
     }
 
@@ -202,12 +200,12 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", getName());
         jsonWriter.writeStringField("description", getDescription());
+        jsonWriter.writeMapField("tool_configs", getToolConfigs(), (writer, element) -> writer.writeJson(element));
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeJsonField("filters", this.filters);
         jsonWriter.writeJsonField("user_location", this.userLocation);
         jsonWriter.writeStringField("search_context_size",
             this.searchContextSize == null ? null : this.searchContextSize.toString());
-        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("custom_search_configuration", this.customSearchConfiguration);
         return jsonWriter.writeEndObject();
     }
@@ -231,6 +229,9 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
                     deserializedWebSearchToolboxTool.setName(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.setDescription(reader.getString());
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedWebSearchToolboxTool.setToolConfigs(toolConfigs);
                 } else if ("type".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.type = ToolboxToolType.fromString(reader.getString());
                 } else if ("filters".equals(fieldName)) {
@@ -240,9 +241,6 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
                 } else if ("search_context_size".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.searchContextSize
                         = WebSearchToolSearchContextSize.fromString(reader.getString());
-                } else if ("tool_configs".equals(fieldName)) {
-                    Map toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                    deserializedWebSearchToolboxTool.toolConfigs = toolConfigs;
                 } else if ("custom_search_configuration".equals(fieldName)) {
                     deserializedWebSearchToolboxTool.customSearchConfiguration
                         = WebSearchConfiguration.fromJson(reader);
@@ -253,20 +251,4 @@ public static WebSearchToolboxTool fromJson(JsonReader jsonReader) throws IOExce
             return deserializedWebSearchToolboxTool;
         });
     }
-
-    /*
-     * Deprecated. This property is deprecated and will be removed in a future version.
-     */
-    @Generated
-    private Map toolConfigs;
-
-    /**
-     * Get the toolConfigs property: Deprecated. This property is deprecated and will be removed in a future version.
-     *
-     * @return the toolConfigs value.
-     */
-    @Generated
-    public Map getToolConfigs() {
-        return this.toolConfigs;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 5f70ffb60012..b9b975b87b8d 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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e/ai/agents/models/HybridSearchOptions.java","src/main/java/com/azure/ai/agents/models/ImageGenActionEnum.java","src/main/java/com/azure/ai/agents/models/ImageGenTool.java","src/main/java/com/azure/ai/agents/models/ImageGenToolBackground.java","src/main/java/com/azure/ai/agents/models/ImageGenToolInputImageMask.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModel.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModeration.java","src/main/java/com/azure/ai/agents/models/ImageGenToolOutputFormat.java","src/main/java/com/azure/ai/agents/models/ImageGenToolQuality.java","src/main/java/com/azure/ai/agents/models/ImageGenToolSize.java","src/main/java/com/azure/ai/agents/models/IncludeEnum.java","src/main/java/com/azure/ai/agents/models/InlineSkillParameter.java","src/main/java/com/azure/ai/agents/models/InlineSkillSourceParameter.java","src/main/java/com/azure/ai/agents/models/InputFidelity.java","src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/JobStatus.java","src/main/java/com/azure/ai/agents/models/ListMemoriesOptions.java","src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java","src/main/java/com/azure/ai/agents/models/LocalSkillParameter.java","src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java","src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/McpTool.java","src/main/java/com/azure/ai/agents/models/McpToolConnectorId.java","src/main/java/com/azure/ai/agents/models/McpToolFilter.java","src/main/java/com/azure/ai/agents/models/McpToolRequireApproval.java","src/main/java/com/azure/ai/agents/models/McpToolboxTool.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCallOutput.java","src/main/java/com/azure/ai/agents/models/MemoryItem.java","src/main/java/com/azure/ai/agents/models/MemoryItemKind.java","src/main/java/com/azure/ai/agents/models/MemoryOperation.java","src/main/java/com/azure/ai/agents/models/MemoryOperationKind.java","src/main/java/com/azure/ai/agents/models/MemorySearchItem.java","src/main/java/com/azure/ai/agents/models/MemorySearchOptions.java","src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/MemorySearchToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultOptions.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDetails.java","src/main/java/com/azure/ai/agents/models/MemoryStoreKind.java","src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java","src/main/java/com/azure/ai/agents/models/MemoryStoreOperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceTool.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 1ac2ae60e8a9..752b4cdcd02f 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 982f82de926ecdbeed22eba86bb399271e58a065
+commit: 6fc0dda956b68d00d89e858a997a669b43050fe0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv b/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
index e08299c790e5..3a76adb20969 100644
--- a/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
@@ -1,17 +1,109 @@
 type;class_name;annotation_description;member_name
-field;com.azure.ai.projects.models.CodeBasedEvaluatorDefinition;Preview API. Evaluations=V1Preview;blobUrl
-field;com.azure.ai.projects.models.CodeBasedEvaluatorDefinition;Preview API. Evaluations=V1Preview;entry_point
-field;com.azure.ai.projects.models.CodeBasedEvaluatorDefinition;Preview API. Evaluations=V1Preview;image_tag
+class;com.azure.ai.projects.models.AgentClusterInsightRequest;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.AgentClusterInsightResult;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.AgentDataGenerationJobSource;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.AgentEvaluatorGenerationJobSource;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.AgentTaxonomyInput;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.ArtifactProfile;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.AttackStrategy;Preview API. RedTeams=V1Preview;
+class;com.azure.ai.projects.models.AzureOpenAIModelConfiguration;Preview API. RedTeams=V1Preview;
+class;com.azure.ai.projects.models.ChartCoordinate;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.ClusterInsightResult;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.ClusterTokenUsage;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.CodeBasedEvaluatorDefinition;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.CreateSkillVersionFromFilesBody;Preview API. Skills=V1Preview;
+class;com.azure.ai.projects.models.CronTrigger;Preview API. Schedules=V1Preview;
 class;com.azure.ai.projects.models.CustomRoutineTrigger;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.DailyRecurrenceSchedule;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJob;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobInputs;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobOptions;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobOutput;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobOutputOptions;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobOutputType;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobResult;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobScenario;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobSource;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobSourceType;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationJobType;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationModelOptions;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DataGenerationTokenUsage;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DatasetDataGenerationJobOutput;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.DatasetEvaluatorGenerationJobSource;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.DatasetReference;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.DayOfWeek;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.Dimension;Preview API. Evaluations=V1Preview;
 class;com.azure.ai.projects.models.DispatchRoutineResult;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.EvaluationComparisonInsightRequest;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationComparisonInsightResult;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationResult;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationResultSample;Preview API. Insights=V1Preview;
 field;com.azure.ai.projects.models.EvaluationRule;Preview API. Evaluations=V1Preview;action
+class;com.azure.ai.projects.models.EvaluationRunClusterInsightRequest;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationRunClusterInsightResult;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationRunResultCompareItem;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationRunResultComparison;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationRunResultSummary;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.EvaluationScheduleTask;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.EvaluationTaxonomy;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluationTaxonomyInput;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluationTaxonomyInputType;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorCategory;Preview API. Evaluations=V1Preview;
 class;com.azure.ai.projects.models.EvaluatorCredentialInput;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorDefinition;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorDefinitionType;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorGenerationArtifacts;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorGenerationInputs;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorGenerationJob;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorGenerationJobSource;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorGenerationJobSourceType;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorGenerationTokenUsage;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorMetric;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorMetricDirection;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorMetricType;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorType;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.EvaluatorVersion;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.FileDataGenerationJobOutput;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.FileDataGenerationJobSource;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.FoundryModelArtifactProfileCategory;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.FoundryModelArtifactProfileSignal;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.FoundryModelSourceType;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.FoundryModelWarning;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.FoundryModelWarningCode;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.FoundryModelWeightType;Preview API. Models=V1Preview;
 class;com.azure.ai.projects.models.GitHubIssueEvent;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.GitHubIssueRoutineTrigger;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.HourlyRecurrenceSchedule;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.Insight;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightCluster;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightModelConfiguration;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightRequest;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightResult;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightSample;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightScheduleTask;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.InsightsMetadata;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightSummary;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.InsightType;Preview API. Insights=V1Preview;
 class;com.azure.ai.projects.models.InvokeAgentInvocationsApiDispatchPayload;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.InvokeAgentInvocationsApiRoutineAction;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.InvokeAgentResponsesApiDispatchPayload;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.InvokeAgentResponsesApiRoutineAction;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.LoraConfig;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.ModelCredentialInput;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.ModelPendingUploadInput;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.ModelPendingUploadResult;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.ModelSourceData;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.ModelVersion;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.MonthlyRecurrenceSchedule;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.OneTimeTrigger;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.PromptBasedEvaluatorDefinition;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.PromptDataGenerationJobSource;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.PromptEvaluatorGenerationJobSource;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.RecurrenceSchedule;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.RecurrenceTrigger;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.RecurrenceType;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.RedTeam;Preview API. RedTeams=V1Preview;
+class;com.azure.ai.projects.models.RiskCategory;Preview API. RedTeams=V1Preview;
 class;com.azure.ai.projects.models.Routine;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineAction;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineActionType;Preview API. Routines=V1Preview;
@@ -20,8 +112,31 @@ class;com.azure.ai.projects.models.RoutineDispatchPayload;Preview API. Routines=
 class;com.azure.ai.projects.models.RoutineDispatchPayloadType;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineRun;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineRunPhase;Preview API. Routines=V1Preview;
-class;com.azure.ai.projects.models.RoutineRunStatus;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineTrigger;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineTriggerType;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.RubricBasedEvaluatorDefinition;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.SampleType;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.Schedule;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.ScheduleProvisioningStatus;Preview API. Schedules=V1Preview;
 class;com.azure.ai.projects.models.ScheduleRoutineTrigger;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.ScheduleRun;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.ScheduleTask;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.ScheduleTaskType;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.SimpleQnADataGenerationJobOptions;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.SimpleQnAFineTuningQuestionType;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.SkillDetails;Preview API. Skills=V1Preview;
+class;com.azure.ai.projects.models.SkillInlineContent;Preview API. Skills=V1Preview;
+class;com.azure.ai.projects.models.SkillVersion;Preview API. Skills=V1Preview;
+class;com.azure.ai.projects.models.TargetConfig;Preview API. RedTeams=V1Preview;
+class;com.azure.ai.projects.models.TaxonomyCategory;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.TaxonomySubCategory;Preview API. Evaluations=V1Preview;
 class;com.azure.ai.projects.models.TimerRoutineTrigger;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.ToolUseFineTuningDataGenerationJobOptions;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.TracesDataGenerationJobOptions;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.TracesDataGenerationJobSource;Preview API. DataGenerationJobs=V1Preview;
+class;com.azure.ai.projects.models.TracesEvaluatorGenerationJobSource;Preview API. Evaluations=V1Preview;
+class;com.azure.ai.projects.models.TreatmentEffectType;Preview API. Insights=V1Preview;
+class;com.azure.ai.projects.models.Trigger;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.TriggerType;Preview API. Schedules=V1Preview;
+class;com.azure.ai.projects.models.UpdateModelVersionInput;Preview API. Models=V1Preview;
+class;com.azure.ai.projects.models.WeeklyRecurrenceSchedule;Preview API. Schedules=V1Preview;
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightRequest.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightRequest.java
index 0aff31149e9a..6c382798ef0c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightRequest.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightRequest.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Insights on set of Agent Evaluation Results.
  */
 @Fluent
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class AgentClusterInsightRequest extends InsightRequest {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightResult.java
index 5e8991a9dafe..ce0f6321e375 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentClusterInsightResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Insights from the agent cluster analysis.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class AgentClusterInsightResult extends InsightResult {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentDataGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentDataGenerationJobSource.java
index 8c02b35a70e8..623656b5e039 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentDataGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentDataGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Agent source for data generation jobs — references an agent to fetch instructions and metadata from.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class AgentDataGenerationJobSource extends DataGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentEvaluatorGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentEvaluatorGenerationJobSource.java
index 47bad90ee947..662c317e0343 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentEvaluatorGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentEvaluatorGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Agent source for evaluator generation jobs — references an agent to fetch instructions and metadata from.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class AgentEvaluatorGenerationJobSource extends EvaluatorGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentTaxonomyInput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentTaxonomyInput.java
index f6b377a1515b..91a761ecb6ef 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentTaxonomyInput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentTaxonomyInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Input configuration for the evaluation taxonomy when the input type is agent.
  */
 @Immutable
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class AgentTaxonomyInput extends EvaluationTaxonomyInput {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ArtifactProfile.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ArtifactProfile.java
index cf2ef8e62ec7..cec9e9ad80f8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ArtifactProfile.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ArtifactProfile.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Artifact profile of the model.
  */
 @Immutable
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class ArtifactProfile implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java
index 57d6db14b309..6286f92976f2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AttackStrategy.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Strategies for attacks.
  */
+@Beta(warningText = "Preview API. RedTeams=V1Preview")
 public final class AttackStrategy extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AzureOpenAIModelConfiguration.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AzureOpenAIModelConfiguration.java
index f89a2326b106..abb388cc88e0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AzureOpenAIModelConfiguration.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AzureOpenAIModelConfiguration.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Azure OpenAI model configuration. The API version would be selected by the service for querying the model.
  */
 @Immutable
+@Beta(warningText = "Preview API. RedTeams=V1Preview")
 public final class AzureOpenAIModelConfiguration extends TargetConfig {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ChartCoordinate.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ChartCoordinate.java
index 3c56ed8db711..fb9af25ad4d4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ChartCoordinate.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ChartCoordinate.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Coordinates for the analysis chart.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class ChartCoordinate implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterInsightResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterInsightResult.java
index 83af074ce601..6ae6b034ab17 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterInsightResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterInsightResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Insights from the cluster analysis.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class ClusterInsightResult implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterTokenUsage.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterTokenUsage.java
index 70c392a9020c..11a913e1c1c2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterTokenUsage.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ClusterTokenUsage.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Token usage for cluster analysis.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class ClusterTokenUsage implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java
index 5e3110443af2..dbcc638051de 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CodeBasedEvaluatorDefinition.java
@@ -17,6 +17,7 @@
  * Code-based evaluator definition using python code.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class CodeBasedEvaluatorDefinition extends EvaluatorDefinition {
 
     /*
@@ -151,14 +152,12 @@ public CodeBasedEvaluatorDefinition setDataSchema(Map dataSc
      * The entry point Python file name for the uploaded evaluator code (e.g. 'answer_length_evaluator.py')
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     private String entryPoint;
 
     /*
      * The container image tag to use for evaluator code execution
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     private String imageTag;
 
     /**
@@ -196,7 +195,6 @@ public CodeBasedEvaluatorDefinition setCodeText(String codeText) {
      * @return the entryPoint value.
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     public String getEntryPoint() {
         return this.entryPoint;
     }
@@ -209,7 +207,6 @@ public String getEntryPoint() {
      * @return the CodeBasedEvaluatorDefinition object itself.
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     public CodeBasedEvaluatorDefinition setEntryPoint(String entryPoint) {
         this.entryPoint = entryPoint;
         return this;
@@ -221,7 +218,6 @@ public CodeBasedEvaluatorDefinition setEntryPoint(String entryPoint) {
      * @return the imageTag value.
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     public String getImageTag() {
         return this.imageTag;
     }
@@ -233,7 +229,6 @@ public String getImageTag() {
      * @return the CodeBasedEvaluatorDefinition object itself.
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     public CodeBasedEvaluatorDefinition setImageTag(String imageTag) {
         this.imageTag = imageTag;
         return this;
@@ -243,7 +238,6 @@ public CodeBasedEvaluatorDefinition setImageTag(String imageTag) {
      * The blob URI for the evaluator storage
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     private String blobUrl;
 
     /**
@@ -252,7 +246,6 @@ public CodeBasedEvaluatorDefinition setImageTag(String imageTag) {
      * @return the blobUrl value.
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     public String getBlobUrl() {
         return this.blobUrl;
     }
@@ -264,7 +257,6 @@ public String getBlobUrl() {
      * @return the CodeBasedEvaluatorDefinition object itself.
      */
     @Generated
-    @Beta(warningText = "Preview API. Evaluations=V1Preview")
     public CodeBasedEvaluatorDefinition setBlobUrl(String blobUrl) {
         this.blobUrl = blobUrl;
         return this;
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
index 53ef65d4089d..b1f9ce3ee0bb 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import java.util.List;
@@ -13,6 +14,7 @@
  * uploads, files are validated as-is.
  */
 @Fluent
+@Beta(warningText = "Preview API. Skills=V1Preview")
 public final class CreateSkillVersionFromFilesBody {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CronTrigger.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CronTrigger.java
index 92253f08e4c7..377899c9a025 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CronTrigger.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CronTrigger.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.CoreUtils;
@@ -17,6 +18,7 @@
  * Cron based trigger.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class CronTrigger extends Trigger {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DailyRecurrenceSchedule.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DailyRecurrenceSchedule.java
index 48ac3d6590ab..d9f07e5489d4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DailyRecurrenceSchedule.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DailyRecurrenceSchedule.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Daily recurrence schedule.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class DailyRecurrenceSchedule extends RecurrenceSchedule {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJob.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJob.java
index a37f81af9c30..0fd164beee46 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJob.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJob.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * Data Generation Job resource.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJob implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobInputs.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobInputs.java
index 51a11c440556..0c226efbd785 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobInputs.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobInputs.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Caller-supplied inputs for a data generation job.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobInputs implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOptions.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOptions.java
index 1011dd2f961b..8068c29d4c7e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOptions.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Options for managing data generation jobs.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public class DataGenerationJobOptions implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutput.java
index f42a56ba95d2..6d68cd978655 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Output information for a data generation job.
  */
 @Immutable
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public class DataGenerationJobOutput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputOptions.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputOptions.java
index 7fbe7f1d2a46..c173aa33a680 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputOptions.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Output options for data generation job.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobOutputOptions implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputType.java
index a4b311e57c5c..3ca3bd84c1ed 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The supported output file types for a data generation job.
  */
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobOutputType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
index cc5b35ec84d2..3b16002be35a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Result produced by a successful data generation job.
  */
 @Immutable
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobResult implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobScenario.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobScenario.java
index a59cf787f930..9305df0e720c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobScenario.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobScenario.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The supported scenarios for a data generation job.
  */
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobScenario extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSource.java
index 85651698eaba..6052c63c6bf2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * The base source model for data generation jobs.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public class DataGenerationJobSource implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSourceType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSourceType.java
index 20310e7e5653..4857d3f34fa4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSourceType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobSourceType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The supported source types for data generation jobs.
  */
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobSourceType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobType.java
index 8fe5e4afc300..cdbb36481c39 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The supported data generation job types.
  */
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationJobType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationModelOptions.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationModelOptions.java
index bc5ab0aadb68..229cc3c3b875 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationModelOptions.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationModelOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * LLM model options for data generation jobs.
  */
 @Immutable
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationModelOptions implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationTokenUsage.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationTokenUsage.java
index 6830172dd46e..9f641e8d8096 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationTokenUsage.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationTokenUsage.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Token usage information for a data generation job.
  */
 @Immutable
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DataGenerationTokenUsage implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetDataGenerationJobOutput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetDataGenerationJobOutput.java
index 746521a80d65..0c184c9f137f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetDataGenerationJobOutput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetDataGenerationJobOutput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Dataset output for a data generation job.
  */
 @Immutable
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class DatasetDataGenerationJobOutput extends DataGenerationJobOutput {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetEvaluatorGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetEvaluatorGenerationJobSource.java
index b0af845acc60..d601934d5abe 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetEvaluatorGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetEvaluatorGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Dataset source for evaluator generation jobs — reference to a dataset.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class DatasetEvaluatorGenerationJobSource extends EvaluatorGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java
index 51e2f10e15b8..5157ffb0c131 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Reference to a versioned Foundry Dataset.
  */
 @Immutable
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class DatasetReference implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Dimension.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Dimension.java
index 98f05469a855..fc5bc91a7100 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Dimension.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Dimension.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * A single dimension — one independent, measurable quality dimension within a rubric evaluator's scoring blueprint.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class Dimension implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightRequest.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightRequest.java
index 9f4dc09628bf..06e656c24f7e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightRequest.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightRequest.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Evaluation Comparison Request.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationComparisonInsightRequest extends InsightRequest {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightResult.java
index 3cea35e897f9..67316730ebc8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationComparisonInsightResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Insights from the evaluation comparison.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationComparisonInsightResult extends InsightResult {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResult.java
index 7a9ed40859a6..7fa778d4e99f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Result of the evaluation.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationResult implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResultSample.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResultSample.java
index bb5351aa3213..055888faaec4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResultSample.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationResultSample.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.BinaryData;
@@ -16,6 +17,7 @@
  * A sample from the evaluation result.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationResultSample extends InsightSample {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightRequest.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightRequest.java
index 2a4b0ed6f4a4..d5cf4d4f3705 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightRequest.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightRequest.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Insights on set of Evaluation Results.
  */
 @Fluent
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationRunClusterInsightRequest extends InsightRequest {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightResult.java
index 6cba63247989..27a6573f3536 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunClusterInsightResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Insights from the evaluation run cluster analysis.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationRunClusterInsightResult extends InsightResult {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultCompareItem.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultCompareItem.java
index 73f6f508dfea..5b7f8663befd 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultCompareItem.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultCompareItem.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Metric comparison for a treatment against the baseline.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationRunResultCompareItem implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultComparison.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultComparison.java
index 4a4dddfdba92..b1be9d890056 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultComparison.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultComparison.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Comparison results for treatment runs against the baseline.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationRunResultComparison implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultSummary.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultSummary.java
index 81b1a9a4629f..49926084ba3f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultSummary.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationRunResultSummary.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Summary statistics of a metric in an evaluation run.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class EvaluationRunResultSummary implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationScheduleTask.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationScheduleTask.java
index 59d1228bfab7..18f8c2e380e5 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationScheduleTask.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationScheduleTask.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
@@ -16,6 +17,7 @@
  * Evaluation task for the schedule.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class EvaluationScheduleTask extends ScheduleTask {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomy.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomy.java
index 2a9b09448cde..cfa3e3368ea6 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomy.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomy.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Evaluation Taxonomy Definition.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluationTaxonomy implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInput.java
index 90b5513e68cc..5ca79b3e07e0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Input configuration for the evaluation taxonomy.
  */
 @Immutable
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public class EvaluationTaxonomyInput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInputType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInputType.java
index 556c82104c2d..55b602ef4dcc 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInputType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationTaxonomyInputType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Type of the evaluation taxonomy input.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluationTaxonomyInputType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorCategory.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorCategory.java
index 5b401d7acbf1..6e1f357eb49a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorCategory.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorCategory.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The category of the evaluator.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorCategory extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
index 4cc750ace5bb..8bad4463736f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
@@ -17,6 +18,7 @@
  * Base evaluator configuration with discriminator.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public class EvaluatorDefinition implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java
index 09caa1ddd4c0..cd4a3d7d5902 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The type of evaluator definition.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorDefinitionType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java
index 67ffdbaf0f66..0b5309d86f0c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * versioned dataset in a service-reserved namespace.
  */
 @Immutable
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorGenerationArtifacts implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationInputs.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationInputs.java
index ea557319a4a4..e4602ac5acb9 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationInputs.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationInputs.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Caller-supplied inputs for an evaluator generation job.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorGenerationInputs implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJob.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJob.java
index 79f7bd26a96f..f9020e208630 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJob.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJob.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -19,6 +20,7 @@
  * materials. On success, the result is the persisted EvaluatorVersion.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorGenerationJob implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSource.java
index e777f2b081a7..202c9be86604 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * The base source model for evaluator generation jobs. Polymorphic over `type`.
  */
 @Immutable
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public class EvaluatorGenerationJobSource implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSourceType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSourceType.java
index b49a6f230215..e5866c805dda 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSourceType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationJobSourceType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The supported source types for evaluator generation jobs.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorGenerationJobSourceType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationTokenUsage.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationTokenUsage.java
index 1b797124a860..affd31468cc1 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationTokenUsage.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationTokenUsage.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Token consumption summary for an evaluator generation job. Populated when the job reaches a terminal state.
  */
 @Immutable
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorGenerationTokenUsage implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetric.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetric.java
index 0ec45747b205..7ee534dc4b2c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetric.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetric.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Evaluator Metric.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorMetric implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricDirection.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricDirection.java
index e314e0c367e5..65f623eb40ff 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricDirection.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricDirection.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The direction of the metric indicating whether a higher value is better, a lower value is better, or neutral.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorMetricDirection extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricType.java
index d3d54cdf1c97..58473eb659bf 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorMetricType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The type of the evaluator.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorMetricType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorType.java
index f4620f6f48d1..7481cdc6dacd 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The type of the evaluator.
  */
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorVersion.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorVersion.java
index 0d099e0963a1..18f58423b622 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorVersion.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorVersion.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.CoreUtils;
@@ -19,6 +20,7 @@
  * Evaluator Definition.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class EvaluatorVersion implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobOutput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobOutput.java
index 40657f9017d9..e22d18cd04b8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobOutput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobOutput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Azure OpenAI file output for a data generation job.
  */
 @Immutable
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class FileDataGenerationJobOutput extends DataGenerationJobOutput {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobSource.java
index f11d9c33ac42..21f94d12383f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FileDataGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * File source for data generation jobs — Azure OpenAI file input.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class FileDataGenerationJobSource extends DataGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileCategory.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileCategory.java
index 6c2a934cc4b2..419e20b030d5 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileCategory.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileCategory.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The artifact profile category.
  */
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class FoundryModelArtifactProfileCategory
     extends ExpandableStringEnum {
 
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileSignal.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileSignal.java
index 01b80bd68b49..501680301dfa 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileSignal.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelArtifactProfileSignal.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Signals detected in the model artifact.
  */
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class FoundryModelArtifactProfileSignal extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelSourceType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelSourceType.java
index c79bef767a14..6e9e674ed397 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelSourceType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelSourceType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The source type of the model.
  */
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class FoundryModelSourceType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarning.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarning.java
index 5c0b04039d1e..bfa27257d197 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarning.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarning.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * A warning associated with a model.
  */
 @Immutable
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class FoundryModelWarning implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarningCode.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarningCode.java
index b9aa173abd32..c49e298641cf 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarningCode.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWarningCode.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Warning code for model artifacts.
  */
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class FoundryModelWarningCode extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWeightType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWeightType.java
index d22653d4cc96..6ee85e3183cd 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWeightType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryModelWeightType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The weight type of the model.
  */
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class FoundryModelWeightType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/HourlyRecurrenceSchedule.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/HourlyRecurrenceSchedule.java
index 73875762df51..f0ef20f5ad6e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/HourlyRecurrenceSchedule.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/HourlyRecurrenceSchedule.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Hourly recurrence schedule.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class HourlyRecurrenceSchedule extends RecurrenceSchedule {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Insight.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Insight.java
index a166dc80ffa1..58078769c956 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Insight.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Insight.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * The response body for cluster insights.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class Insight implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightCluster.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightCluster.java
index 1e85e27821b4..f8ad78e571d4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightCluster.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightCluster.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * A cluster of analysis samples.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class InsightCluster implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightModelConfiguration.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightModelConfiguration.java
index 788b5688367e..ee9608d6d438 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightModelConfiguration.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightModelConfiguration.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Configuration of the model used in the insight generation.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class InsightModelConfiguration implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightRequest.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightRequest.java
index 461e30115cce..ca7dd4931364 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightRequest.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightRequest.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * The request of the insights report.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public class InsightRequest implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightResult.java
index be69c7354f4b..825bf5b2eb9d 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * The result of the insights.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public class InsightResult implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSample.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSample.java
index 011b010371ec..7655f014d69b 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSample.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSample.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.BinaryData;
@@ -17,6 +18,7 @@
  * A sample from the analysis.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public class InsightSample implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightScheduleTask.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightScheduleTask.java
index a02f6866c798..84ef236cb9fe 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightScheduleTask.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightScheduleTask.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Insight task for the schedule.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class InsightScheduleTask extends ScheduleTask {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSummary.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSummary.java
index 9c5b6c952a2c..cf1e9e784fd0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSummary.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightSummary.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Summary of the error cluster analysis.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class InsightSummary implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightType.java
index da97616060b9..2bb33b6b4086 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The request of the insights.
  */
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class InsightType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightsMetadata.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightsMetadata.java
index 90bc7909bf95..d1f879639663 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightsMetadata.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/InsightsMetadata.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.CoreUtils;
@@ -18,6 +19,7 @@
  * Metadata about the insights.
  */
 @Immutable
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class InsightsMetadata implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/LoraConfig.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/LoraConfig.java
index b0bfb53285ac..56f966ec273a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/LoraConfig.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/LoraConfig.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Adapter-specific metadata for LoRA models. Drives serving engine configuration at deployment time.
  */
 @Fluent
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class LoraConfig implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelCredentialInput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelCredentialInput.java
index 68991924c657..f9940fc94121 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelCredentialInput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelCredentialInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Request to fetch credentials for a model asset.
  */
 @Immutable
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class ModelCredentialInput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadInput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadInput.java
index 563d7ffc8cc6..0436009a0716 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadInput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadInput.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Represents a request for a pending upload of a model version.
  */
 @Fluent
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class ModelPendingUploadInput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadResult.java
index 5fad4bd0ef94..0c693e39f87a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelPendingUploadResult.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Represents the response for a model pending upload request.
  */
 @Immutable
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class ModelPendingUploadResult implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelSourceData.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelSourceData.java
index 9e1c7725aea2..9ee26f2766df 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelSourceData.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelSourceData.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Source information for the model.
  */
 @Fluent
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class ModelSourceData implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
index c4489fe9df44..62556f1d76de 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Model Version Definition.
  */
 @Fluent
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class ModelVersion implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/MonthlyRecurrenceSchedule.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/MonthlyRecurrenceSchedule.java
index 7663319608a6..19bfa67d7b4f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/MonthlyRecurrenceSchedule.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/MonthlyRecurrenceSchedule.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Monthly recurrence schedule.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class MonthlyRecurrenceSchedule extends RecurrenceSchedule {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/OneTimeTrigger.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/OneTimeTrigger.java
index 51b52cdea0f7..5e32ae6c8aa0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/OneTimeTrigger.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/OneTimeTrigger.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.CoreUtils;
@@ -17,6 +18,7 @@
  * One-time trigger.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class OneTimeTrigger extends Trigger {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java
index 9d268921df86..a2ade091462f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptBasedEvaluatorDefinition.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
@@ -16,6 +17,7 @@
  * Prompt-based evaluator.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class PromptBasedEvaluatorDefinition extends EvaluatorDefinition {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptDataGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptDataGenerationJobSource.java
index f1c9e15d3a79..0240a9cd8ed8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptDataGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptDataGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Prompt source for data generation jobs — inline text provided by the user.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class PromptDataGenerationJobSource extends DataGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptEvaluatorGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptEvaluatorGenerationJobSource.java
index d31c637c8cae..8b08e13805de 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptEvaluatorGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/PromptEvaluatorGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * Prompt source for evaluator generation jobs — inline text provided by the user.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class PromptEvaluatorGenerationJobSource extends EvaluatorGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceSchedule.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceSchedule.java
index ecbf508dabef..d3e0d7dc72b7 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceSchedule.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceSchedule.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Recurrence schedule model.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public class RecurrenceSchedule implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceTrigger.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceTrigger.java
index 1847525919b9..455fff962be1 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceTrigger.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceTrigger.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.CoreUtils;
@@ -18,6 +19,7 @@
  * Recurrence based trigger.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class RecurrenceTrigger extends Trigger {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceType.java
index c467d8db70b2..a63de615c2fa 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RecurrenceType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Recurrence type.
  */
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class RecurrenceType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RedTeam.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RedTeam.java
index 737b75fbdd90..2ba90a96aaa8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RedTeam.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RedTeam.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Red team details.
  */
 @Fluent
+@Beta(warningText = "Preview API. RedTeams=V1Preview")
 public final class RedTeam implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RiskCategory.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RiskCategory.java
index d308abf90c65..2d658999cf85 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RiskCategory.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RiskCategory.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Risk category for the attack objective.
  */
+@Beta(warningText = "Preview API. RedTeams=V1Preview")
 public final class RiskCategory extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java
index 6e5ead071867..a0b13d11c480 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RubricBasedEvaluatorDefinition.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
@@ -18,6 +19,7 @@
  * evaluators.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class RubricBasedEvaluatorDefinition extends EvaluatorDefinition {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SampleType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SampleType.java
index 13fdc10b4755..62c30f26d9b1 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SampleType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SampleType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The type of sample used in the analysis.
  */
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class SampleType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Schedule.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Schedule.java
index 66c60036776a..1bb5dcf2541c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Schedule.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Schedule.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Schedule model.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class Schedule implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleProvisioningStatus.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleProvisioningStatus.java
index 875b2621b7f6..86d743a2c991 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleProvisioningStatus.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleProvisioningStatus.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Schedule provisioning status.
  */
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class ScheduleProvisioningStatus extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleRun.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleRun.java
index 359a23f4c62e..dab7082851f3 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleRun.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleRun.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.CoreUtils;
@@ -19,6 +20,7 @@
  * Schedule run model.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class ScheduleRun implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTask.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTask.java
index 170058244da3..78b3e932ec4e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTask.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTask.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Schedule task model.
  */
 @Fluent
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public class ScheduleTask implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTaskType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTaskType.java
index 6151696d2c24..068054cafa74 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTaskType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ScheduleTaskType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Type of the task.
  */
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class ScheduleTaskType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnADataGenerationJobOptions.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnADataGenerationJobOptions.java
index a402185b034d..f2daf837f12b 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnADataGenerationJobOptions.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnADataGenerationJobOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * The options for a data generation job with SimpleQnA type.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class SimpleQnADataGenerationJobOptions extends DataGenerationJobOptions {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnAFineTuningQuestionType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnAFineTuningQuestionType.java
index 94515e5dd17e..03e4159d30b2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnAFineTuningQuestionType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnAFineTuningQuestionType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * The supported question types for SimpleQnA data generation jobs used for fine-tuning scenarios.
  */
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class SimpleQnAFineTuningQuestionType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillDetails.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillDetails.java
index db683eb63893..f8d34639b4eb 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillDetails.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillDetails.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * A skill resource.
  */
 @Immutable
+@Beta(warningText = "Preview API. Skills=V1Preview")
 public final class SkillDetails implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillInlineContent.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillInlineContent.java
index 7cc0096938eb..16b870760476 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillInlineContent.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillInlineContent.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * specification.
  */
 @Fluent
+@Beta(warningText = "Preview API. Skills=V1Preview")
 public final class SkillInlineContent implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillVersion.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillVersion.java
index db2def4af3b8..7a7d156ecd39 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillVersion.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SkillVersion.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,6 +19,7 @@
  * A specific version of a skill.
  */
 @Immutable
+@Beta(warningText = "Preview API. Skills=V1Preview")
 public final class SkillVersion implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TargetConfig.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TargetConfig.java
index a131dddf51d2..03ad25f616de 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TargetConfig.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TargetConfig.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Abstract class for target configuration.
  */
 @Immutable
+@Beta(warningText = "Preview API. RedTeams=V1Preview")
 public class TargetConfig implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomyCategory.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomyCategory.java
index 83fc2727e483..f85b27c910ed 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomyCategory.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomyCategory.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Taxonomy category definition.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class TaxonomyCategory implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomySubCategory.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomySubCategory.java
index 5e327626001a..06b9e11bde05 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomySubCategory.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TaxonomySubCategory.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,6 +17,7 @@
  * Taxonomy sub-category definition.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class TaxonomySubCategory implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ToolUseFineTuningDataGenerationJobOptions.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ToolUseFineTuningDataGenerationJobOptions.java
index cb3ba51894f4..61772e83165c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ToolUseFineTuningDataGenerationJobOptions.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ToolUseFineTuningDataGenerationJobOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * The options for a data generation job with ToolUse type. Used only for fine-tuning scenarios.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class ToolUseFineTuningDataGenerationJobOptions extends DataGenerationJobOptions {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobOptions.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobOptions.java
index 8c8ee0845c3f..8e4580b1e544 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobOptions.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -14,6 +15,7 @@
  * The options for a data generation job with Traces type.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class TracesDataGenerationJobOptions extends DataGenerationJobOptions {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobSource.java
index da899e605bab..6a70f04c7c62 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Traces source for data generation jobs — conversation traces from Application Insights.
  */
 @Fluent
+@Beta(warningText = "Preview API. DataGenerationJobs=V1Preview")
 public final class TracesDataGenerationJobSource extends DataGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java
index 3f87ca619d6e..546e379c9ea5 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Traces source for evaluator generation jobs — conversation traces from Application Insights.
  */
 @Fluent
+@Beta(warningText = "Preview API. Evaluations=V1Preview")
 public final class TracesEvaluatorGenerationJobSource extends EvaluatorGenerationJobSource {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java
index 1f590ea976f4..8a488237792b 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Treatment Effect Type.
  */
+@Beta(warningText = "Preview API. Insights=V1Preview")
 public final class TreatmentEffectType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Trigger.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Trigger.java
index e51fe7d7fe9f..4e47fbeda1e3 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Trigger.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/Trigger.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,6 +16,7 @@
  * Base model for Trigger of the schedule.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public class Trigger implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TriggerType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TriggerType.java
index 7f7a82a847e4..3c7c2d06a967 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TriggerType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TriggerType.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -10,6 +11,7 @@
 /**
  * Type of the trigger.
  */
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class TriggerType extends ExpandableStringEnum {
 
     /**
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java
index 545107fdc8fa..75c65a76de54 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java
@@ -4,6 +4,7 @@
 package com.azure.ai.projects.models;
 
 import com.azure.ai.projects.implementation.JsonMergePatchHelper;
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -19,6 +20,7 @@
  * Request body for updating a model version. Only description and tags can be modified.
  */
 @Fluent
+@Beta(warningText = "Preview API. Models=V1Preview")
 public final class UpdateModelVersionInput implements JsonSerializable {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java
index 2b08be2cd058..0ad8c14ac2e9 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
+import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -17,6 +18,7 @@
  * Weekly recurrence schedule.
  */
 @Immutable
+@Beta(warningText = "Preview API. Schedules=V1Preview")
 public final class WeeklyRecurrenceSchedule extends RecurrenceSchedule {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index d0648c25f30a..5967651ea492 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"7cb4ec84a113","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluatorsAsyncClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.getVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorGenerationJobs":"Azure.AI.Projects.EvaluatorGenerationJobs.list","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listEvaluatorVersions":"Azure.AI.Projects.Evaluators.listVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.listLatestEvaluatorVersions":"Azure.AI.Projects.Evaluators.listLatestVersions","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUpload":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUploadWithResponse":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersion":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsAsyncClient.updateEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.updateVersion","com.azure.ai.projects.BetaEvaluatorsClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.cancelEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.cancel","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.create","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersion":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.createEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.createVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.delete","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersion":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.deleteEvaluatorVersionWithResponse":"Azure.AI.Projects.Evaluators.deleteVersion","com.azure.ai.projects.BetaEvaluatorsClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJob":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorGenerationJobWithResponse":"Azure.AI.Projects.EvaluatorGenerationJobs.get","com.azure.ai.projects.BetaEvaluatorsClient.getEvaluatorVersion":"Azure.AI.Projects.Evaluato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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 620bf5bc4e4d..cbc1f65b1dd0 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 0d066a407b1de9d5811c7b2128b66013e6bdef07
+commit: 6fc0dda956b68d00d89e858a997a669b43050fe0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 167594c574aec206f1406d0e72c0710455475541 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 29 Jun 2026 10:07:04 +0200
Subject: [PATCH 28/45] Endpoint variant for evaluators

---
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 .../projects/BetaEvaluatorsAsyncClient.java   |  24 +--
 .../ai/projects/BetaEvaluatorsClient.java     |  24 +--
 .../implementation/BetaEvaluatorsImpl.java    |  68 +++----
 .../EndpointBasedEvaluatorDefinition.java     | 174 ++++++++++++++++++
 .../projects/models/EvaluatorDefinition.java  |   2 +
 .../models/EvaluatorDefinitionType.java       |   6 +
 .../META-INF/azure-ai-projects_metadata.json  |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 9 files changed, 243 insertions(+), 61 deletions(-)
 create mode 100644 sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EndpointBasedEvaluatorDefinition.java

diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 752b4cdcd02f..678f2fab117b 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 6fc0dda956b68d00d89e858a997a669b43050fe0
+commit: 2baa258d8d94328e870cab26b08dc748fa0f6db6
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
index 950871b65198..12d1d3549ca5 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
@@ -84,7 +84,7 @@ public final class BetaEvaluatorsAsyncClient {
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -170,7 +170,7 @@ public PagedFlux listEvaluatorVersions(String name, RequestOptions r
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -245,7 +245,7 @@ public PagedFlux listLatestEvaluatorVersions(RequestOptions requestO
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -347,7 +347,7 @@ public Mono> deleteEvaluatorVersionWithResponse(String name, Stri
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -405,7 +405,7 @@ public Mono> deleteEvaluatorVersionWithResponse(String name, Stri
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -483,7 +483,7 @@ public Mono> createEvaluatorVersionWithResponse(String name
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -541,7 +541,7 @@ public Mono> createEvaluatorVersionWithResponse(String name
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -749,7 +749,7 @@ public Mono> getCredentialsWithResponse(String name, String
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -844,7 +844,7 @@ public Mono> getCredentialsWithResponse(String name, String
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -959,7 +959,7 @@ public Mono> createEvaluatorGenerationJobWithResponse(Binar
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -1099,7 +1099,7 @@ public Mono> getEvaluatorGenerationJobWithResponse(String j
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -1211,7 +1211,7 @@ public PagedFlux listEvaluatorGenerationJobs(RequestOptions requestO
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
index f532ae84d68f..3e67c29b9ef4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
@@ -78,7 +78,7 @@ public final class BetaEvaluatorsClient {
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -164,7 +164,7 @@ public PagedIterable listEvaluatorVersions(String name, RequestOptio
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -239,7 +239,7 @@ public PagedIterable listLatestEvaluatorVersions(RequestOptions requ
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -340,7 +340,7 @@ public Response deleteEvaluatorVersionWithResponse(String name, String ver
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -398,7 +398,7 @@ public Response deleteEvaluatorVersionWithResponse(String name, String ver
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -476,7 +476,7 @@ public Response createEvaluatorVersionWithResponse(String name, Bina
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -534,7 +534,7 @@ public Response createEvaluatorVersionWithResponse(String name, Bina
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -739,7 +739,7 @@ public Response getCredentialsWithResponse(String name, String versi
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -834,7 +834,7 @@ public Response getCredentialsWithResponse(String name, String versi
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -949,7 +949,7 @@ public Response createEvaluatorGenerationJobWithResponse(BinaryData
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -1087,7 +1087,7 @@ public Response getEvaluatorGenerationJobWithResponse(String jobId,
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -1199,7 +1199,7 @@ public PagedIterable listEvaluatorGenerationJobs(RequestOptions requ
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaEvaluatorsImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaEvaluatorsImpl.java
index 5b1d779d6411..63c7ef5d7190 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaEvaluatorsImpl.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaEvaluatorsImpl.java
@@ -430,7 +430,7 @@ Response listLatestEvaluatorVersionsNextSync(
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -522,7 +522,7 @@ private Mono> listEvaluatorVersionsSinglePageAsync(Str
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -611,7 +611,7 @@ public PagedFlux listEvaluatorVersionsAsync(String name, RequestOpti
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -700,7 +700,7 @@ private PagedResponse listEvaluatorVersionsSinglePage(String name, R
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -789,7 +789,7 @@ public PagedIterable listEvaluatorVersions(String name, RequestOptio
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -879,7 +879,7 @@ private Mono> listLatestEvaluatorVersionsSinglePageAsy
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -967,7 +967,7 @@ public PagedFlux listLatestEvaluatorVersionsAsync(RequestOptions req
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1055,7 +1055,7 @@ private PagedResponse listLatestEvaluatorVersionsSinglePage(RequestO
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1133,7 +1133,7 @@ public PagedIterable listLatestEvaluatorVersions(RequestOptions requ
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1215,7 +1215,7 @@ public Mono> getEvaluatorVersionWithResponseAsync(String na
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1338,7 +1338,7 @@ public Response deleteEvaluatorVersionWithResponse(String name, String ver
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1396,7 +1396,7 @@ public Response deleteEvaluatorVersionWithResponse(String name, String ver
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1477,7 +1477,7 @@ public Mono> createEvaluatorVersionWithResponseAsync(String
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1535,7 +1535,7 @@ public Mono> createEvaluatorVersionWithResponseAsync(String
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1616,7 +1616,7 @@ public Response createEvaluatorVersionWithResponse(String name, Bina
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1674,7 +1674,7 @@ public Response createEvaluatorVersionWithResponse(String name, Bina
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1756,7 +1756,7 @@ public Mono> updateEvaluatorVersionWithResponseAsync(String
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -1814,7 +1814,7 @@ public Mono> updateEvaluatorVersionWithResponseAsync(String
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -2139,7 +2139,7 @@ public Response getCredentialsWithResponse(String name, String versi
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2234,7 +2234,7 @@ public Response getCredentialsWithResponse(String name, String versi
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2360,7 +2360,7 @@ public Mono> createEvaluatorGenerationJobWithResponseAsync(
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2455,7 +2455,7 @@ public Mono> createEvaluatorGenerationJobWithResponseAsync(
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2572,7 +2572,7 @@ public Response createEvaluatorGenerationJobWithResponse(BinaryData
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2690,7 +2690,7 @@ public Mono> getEvaluatorGenerationJobWithResponseAsync(Str
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2829,7 +2829,7 @@ public Response getEvaluatorGenerationJobWithResponse(String jobId,
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -2969,7 +2969,7 @@ private Mono> listEvaluatorGenerationJobsSinglePageAsy
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3103,7 +3103,7 @@ public PagedFlux listEvaluatorGenerationJobsAsync(RequestOptions req
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3241,7 +3241,7 @@ private PagedResponse listEvaluatorGenerationJobsSinglePage(RequestO
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3352,7 +3352,7 @@ public PagedIterable listEvaluatorGenerationJobs(RequestOptions requ
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3468,7 +3468,7 @@ public Mono> cancelEvaluatorGenerationJobWithResponseAsync(
      *             String(turn/conversation) (Optional)
      *         ]
      *         definition (Required): {
-     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *             type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *             init_parameters (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3611,7 +3611,7 @@ public Response deleteEvaluatorGenerationJobWithResponse(String jobId, Req
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -3693,7 +3693,7 @@ private Mono> listEvaluatorVersionsNextSinglePageAsync
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -3773,7 +3773,7 @@ private PagedResponse listEvaluatorVersionsNextSinglePage(String nex
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
@@ -3855,7 +3855,7 @@ private Mono> listLatestEvaluatorVersionsNextSinglePag
      *         String(turn/conversation) (Optional)
      *     ]
      *     definition (Required): {
-     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric) (Required)
+     *         type: String(prompt/code/prompt_and_code/service/openai_graders/rubric/endpoint) (Required)
      *         init_parameters (Optional): {
      *             String: BinaryData (Required)
      *         }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EndpointBasedEvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EndpointBasedEvaluatorDefinition.java
new file mode 100644
index 000000000000..1ecdeebb2f91
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EndpointBasedEvaluatorDefinition.java
@@ -0,0 +1,174 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.projects.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * Endpoint-based evaluator definition. The customer owns and hosts an HTTP endpoint that implements the evaluation
+ * contract. The evaluator references a Project Connection by name; the connection stores the endpoint URL and
+ * credentials (API Key or Entra ID). At execution time, the service resolves the connection to obtain the endpoint URL
+ * and authentication details, then calls the endpoint for each evaluation row.
+ */
+@Fluent
+public final class EndpointBasedEvaluatorDefinition extends EvaluatorDefinition {
+
+    /*
+     * The type of evaluator definition
+     */
+    @Generated
+    private EvaluatorDefinitionType type = EvaluatorDefinitionType.ENDPOINT;
+
+    /*
+     * Name of the Project Connection that stores the endpoint URL and credentials. The connection must exist on the
+     * project and have a non-empty target URL. Supported auth types: ApiKey (sends `api-key` header) and AAD/Entra ID
+     * (acquires a bearer token via the project's Managed Identity).
+     */
+    @Generated
+    private final String connectionName;
+
+    /**
+     * Creates an instance of EndpointBasedEvaluatorDefinition class.
+     *
+     * @param connectionName the connectionName value to set.
+     */
+    @Generated
+    public EndpointBasedEvaluatorDefinition(String connectionName) {
+        this.connectionName = connectionName;
+    }
+
+    /**
+     * Get the type property: The type of evaluator definition.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public EvaluatorDefinitionType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the connectionName property: Name of the Project Connection that stores the endpoint URL and credentials. The
+     * connection must exist on the project and have a non-empty target URL. Supported auth types: ApiKey (sends
+     * `api-key` header) and AAD/Entra ID (acquires a bearer token via the project's Managed Identity).
+     *
+     * @return the connectionName value.
+     */
+    @Generated
+    public String getConnectionName() {
+        return this.connectionName;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public EndpointBasedEvaluatorDefinition
+        setInitializationParameters(Map initializationParameters) {
+        super.setInitializationParameters(initializationParameters);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public EndpointBasedEvaluatorDefinition setDataSchema(Map dataSchema) {
+        super.setDataSchema(dataSchema);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public EndpointBasedEvaluatorDefinition setMetrics(Map metrics) {
+        super.setMetrics(metrics);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeMapField("init_parameters", getInitializationParameters(), (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                element.writeTo(writer);
+            }
+        });
+        jsonWriter.writeMapField("data_schema", getDataSchema(), (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                element.writeTo(writer);
+            }
+        });
+        jsonWriter.writeMapField("metrics", getMetrics(), (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("connection_name", this.connectionName);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of EndpointBasedEvaluatorDefinition from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of EndpointBasedEvaluatorDefinition if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the EndpointBasedEvaluatorDefinition.
+     */
+    @Generated
+    public static EndpointBasedEvaluatorDefinition fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            Map initializationParameters = null;
+            Map dataSchema = null;
+            Map metrics = null;
+            String connectionName = null;
+            EvaluatorDefinitionType type = EvaluatorDefinitionType.ENDPOINT;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("init_parameters".equals(fieldName)) {
+                    initializationParameters = reader.readMap(reader1 -> reader1
+                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                } else if ("data_schema".equals(fieldName)) {
+                    dataSchema = reader.readMap(reader1 -> reader1
+                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                } else if ("metrics".equals(fieldName)) {
+                    metrics = reader.readMap(reader1 -> EvaluatorMetric.fromJson(reader1));
+                } else if ("connection_name".equals(fieldName)) {
+                    connectionName = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = EvaluatorDefinitionType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            EndpointBasedEvaluatorDefinition deserializedEndpointBasedEvaluatorDefinition
+                = new EndpointBasedEvaluatorDefinition(connectionName);
+            deserializedEndpointBasedEvaluatorDefinition.setInitializationParameters(initializationParameters);
+            deserializedEndpointBasedEvaluatorDefinition.setDataSchema(dataSchema);
+            deserializedEndpointBasedEvaluatorDefinition.setMetrics(metrics);
+            deserializedEndpointBasedEvaluatorDefinition.type = type;
+            return deserializedEndpointBasedEvaluatorDefinition;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
index 8bad4463736f..77b4b625860e 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinition.java
@@ -148,6 +148,8 @@ public static EvaluatorDefinition fromJson(JsonReader jsonReader) throws IOExcep
                     return PromptBasedEvaluatorDefinition.fromJson(readerToUse.reset());
                 } else if ("rubric".equals(discriminatorValue)) {
                     return RubricBasedEvaluatorDefinition.fromJson(readerToUse.reset());
+                } else if ("endpoint".equals(discriminatorValue)) {
+                    return EndpointBasedEvaluatorDefinition.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java
index cd4a3d7d5902..aec8aeb55747 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorDefinitionType.java
@@ -81,4 +81,10 @@ public static Collection values() {
      */
     @Generated
     public static final EvaluatorDefinitionType RUBRIC = fromString("rubric");
+
+    /**
+     * Endpoint-based evaluator definition. References a customer-owned HTTP endpoint via a Project Connection.
+     */
+    @Generated
+    public static final EvaluatorDefinitionType ENDPOINT = fromString("endpoint");
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 5967651ea492..7adcf5121dd3 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"cdb20f815197","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaDatasetsAsyncClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsAsyncClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaDatasetsClient":"Azure.AI.Projects.Beta.Datasets","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJob":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.cancelGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.cancel","com.azure.ai.projects.BetaDatasetsClient.createGenerationJob":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.createGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.create","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJob":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.deleteGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.delete","com.azure.ai.projects.BetaDatasetsClient.getGenerationJob":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.getGenerationJobWithResponse":"Azure.AI.Projects.DataGenerationJobs.get","com.azure.ai.projects.BetaDatasetsClient.listGenerationJobs":"Azure.AI.Projects.DataGenerationJobs.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomie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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index cbc1f65b1dd0..17e310f3c6ee 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 6fc0dda956b68d00d89e858a997a669b43050fe0
+commit: 2baa258d8d94328e870cab26b08dc748fa0f6db6
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 4b153ed04969a827d7d4e7f650893a7cde8f8ec5 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 29 Jun 2026 10:07:51 +0200
Subject: [PATCH 29/45] removed stale documentation

---
 sdk/ai/azure-ai-agents/REVAPI_REPORT.md   | 56 -----------------------
 sdk/ai/azure-ai-projects/REVAPI_REPORT.md | 51 ---------------------
 2 files changed, 107 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-agents/REVAPI_REPORT.md
 delete mode 100644 sdk/ai/azure-ai-projects/REVAPI_REPORT.md

diff --git a/sdk/ai/azure-ai-agents/REVAPI_REPORT.md b/sdk/ai/azure-ai-agents/REVAPI_REPORT.md
deleted file mode 100644
index 0cef6214d38e..000000000000
--- a/sdk/ai/azure-ai-agents/REVAPI_REPORT.md
+++ /dev/null
@@ -1,56 +0,0 @@
-# RevAPI failure report
-
-Baseline command:
-
-```powershell
-mvn clean install
-```
-
-Result: the build failed in `org.revapi:revapi-maven-plugin:0.15.1:check` while comparing
-`com.azure:azure-ai-agents:2.1.0` against `2.2.0-beta.1`. Tests and coverage completed before the
-RevAPI check.
-
-## Version resolution
-
-RevAPI resolves the old artifact from Maven's active repositories because this package does not set
-`revapi.oldArtifacts` or `revapi.oldVersion`. The inherited parent config sets
-`^\d+\.\d+\.\d+$`, so `RELEASE` resolves to the latest stable version
-matching that pattern and excludes beta versions. In this build, that resolved to
-`com.azure:azure-ai-agents:2.1.0`; the new artifact is the local project version,
-`2.2.0-beta.1`.
-
-## Beta-annotated surface
-
-The 2.1.0 source jar contains no `@Beta` annotations, including on removed classes. The RevAPI
-findings below are on types that are `@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")`
-in the current source, but the corresponding 2.1.0 API was not beta-annotated.
-
-| Current beta type | RevAPI changes |
-| --- | --- |
-| `OptimizationCandidate` | Removed `getConfig()`, `getPassRate()`, `getTaskScores()`, and `isParetoOptimal()`. |
-| `OptimizationJob` | Public no-arg constructor visibility increased; removed `getDataset()`. |
-| `OptimizationJobInputs` | Constructor changed from `(AgentIdentifier, DatasetRef)` to `(OptimizationAgentIdentifier, OptimizationDatasetInput, List)`; `getAgent()` return type changed; `getEvaluators()` list element type changed; removed train/validation dataset reference getters and affected setters. |
-| `OptimizationJobProgress` | Removed `getCurrentIteration()`. |
-| `OptimizationJobResult` | `getBaseline()` and `getBest()` now return `String` instead of `OptimizationCandidate`; removed `getOptions()`, `getWarnings()`, and `isAllTargetAttributesFailed()`. |
-| `OptimizationOptions` | Removed `getMaxIterations()` and `setMaxIterations(Integer)`. |
-
-## Other non-beta API changes
-
-These RevAPI failures are outside the beta-annotated surface:
-
-| Area | RevAPI changes |
-| --- | --- |
-| `AgentsClient` / `AgentsAsyncClient` | `deleteSession`, `downloadAgentCode`, `getSession`, and `listSessions` signatures changed by removing the `AgentDefinitionOptInKeys` parameter. |
-| Removed models | `AgentIdentifier`, `AgentProtocol`, `CandidateDeployConfig`, `CandidateFileInfo`, `CandidateMetadata`, `CandidateResults`, `DatasetInfo`, `DatasetRef`, `OptimizationAgentDefinition`, `OptimizationTaskResult`, `PromoteCandidateInput`, and `PromoteCandidateResult` were removed. None were `@Beta` in 2.1.0. |
-| `ProtocolVersionRecord` | Constructor parameter and `getProtocol()` return type changed from `AgentProtocol` to `AgentEndpointProtocol`. |
-
-## Least-verbose exception shape
-
-The concise exception set is four grouped RevAPI rules:
-
-1. `java.method.numberOfParametersChanged` for the affected `AgentsClient` / `AgentsAsyncClient` methods.
-2. `java.class.removed` for the removed optimization/protocol model names.
-3. A regex covering optimization model method removals, return-type changes, constructor parameter changes, and visibility increase.
-4. A regex covering `ProtocolVersionRecord` parameter/return type changes.
-
-Those exceptions are in `revapi.json` and appended from `pom.xml` so the inherited RevAPI config remains active.
diff --git a/sdk/ai/azure-ai-projects/REVAPI_REPORT.md b/sdk/ai/azure-ai-projects/REVAPI_REPORT.md
deleted file mode 100644
index 18e179e56373..000000000000
--- a/sdk/ai/azure-ai-projects/REVAPI_REPORT.md
+++ /dev/null
@@ -1,51 +0,0 @@
-# RevAPI failure report
-
-Baseline command:
-
-```powershell
-mvn clean install
-```
-
-Result: the build failed in `org.revapi:revapi-maven-plugin:0.15.1:check` while comparing
-`com.azure:azure-ai-projects:2.1.0` against `2.2.0-beta.1`. Tests and coverage completed before the
-RevAPI check.
-
-## Version resolution
-
-RevAPI resolves the old artifact from Maven's active repositories because this package does not set
-`revapi.oldArtifacts` or `revapi.oldVersion`. The inherited parent config sets
-`^\d+\.\d+\.\d+$`, so `RELEASE` resolves to the latest stable version
-matching that pattern and excludes beta versions. In this build, that resolved to
-`com.azure:azure-ai-projects:2.1.0`; the new artifact is the local project version,
-`2.2.0-beta.1`.
-
-## Beta-annotated surface
-
-The 2.1.0 source jar contains no `@Beta` annotations. The only RevAPI failure on a type that is
-`@Beta` in the current source is:
-
-| Current beta type | RevAPI change |
-| --- | --- |
-| `RoutineRun` | `getStatus()` return type changed from `String` to `BinaryData`. |
-
-`RoutineRun` is currently annotated with `@Beta(warningText = "Preview API. Routines=V1Preview")`,
-but it was not `@Beta` in the 2.1.0 source.
-
-## Other non-beta API changes
-
-These RevAPI failures are outside the beta-annotated surface:
-
-| Area | RevAPI changes |
-| --- | --- |
-| `ModelVersion` | Removed `getSystemData()`, which returned `SystemDataV3`. |
-| Removed models | `SystemDataV3` was removed. It was not `@Beta` in 2.1.0. |
-
-## Least-verbose exception shape
-
-The concise exception set is three exact RevAPI rules:
-
-1. `java.method.removed` for `ModelVersion.getSystemData()`.
-2. `java.class.removed` for `SystemDataV3`.
-3. `java.method.returnTypeChanged` for `RoutineRun.getStatus()`.
-
-Those exceptions are in `revapi.json` and appended from `pom.xml` so the inherited RevAPI config remains active.

From 71c7a8624c6598eed95c39b9a6f8ce124d561250 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 29 Jun 2026 11:03:51 +0200
Subject: [PATCH 30/45] README and CHANGELOG updates

---
 sdk/ai/azure-ai-agents/CHANGELOG.md   | 14 +++++++++---
 sdk/ai/azure-ai-agents/README.md      | 31 ++++++++++++++++-----------
 sdk/ai/azure-ai-projects/CHANGELOG.md |  5 +++++
 sdk/ai/azure-ai-projects/README.md    |  4 +++-
 4 files changed, 37 insertions(+), 17 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index dc7447fcbb26..4ff7b140c58c 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -6,12 +6,19 @@
 
 - Added convenience methods on `AgentsClient` and `AgentsAsyncClient` to read and write hosted-agent files directly from and to disk using a `String` file path. `downloadAgentCode`, `downloadAgentCodeWithResponse`, and `downloadSessionFileWithResponse` write the downloaded content to the supplied path and accept an optional `overwrite` flag; when the flag is omitted the operation fails if a file already exists at the destination. `uploadSessionFileWithResponse` and the new `CodeFileDetails(String)` constructor read the upload content from a `String` file path.
 - Added `deleteMemory(String, String)` to `BetaMemoryStoresClient` and `BetaMemoryStoresAsyncClient` for deleting an individual memory item from a memory store.
-- Added protocol-style `listOptimizationCandidates(String, com.azure.core.http.rest.RequestOptions)` overloads on `AgentsClient` and `AgentsAsyncClient` for listing raw optimization candidate pages as `BinaryData`.
+- Added `ToolboxesClient` and `ToolboxesAsyncClient` have been moved from `beta` to GA.
+- Added a toolbox-specific tool model hierarchy for toolbox versions, including `ToolboxTool`, `ToolboxToolType`, and related `*ToolboxTool` classes such as `CodeInterpreterToolboxTool`, `OpenApiToolboxTool`, and `ToolboxSearchPreviewToolboxTool`.
+- Added support for additional agent tool types, including `NamespaceTool`, `ToolSearchTool`, and `ReminderPreviewTool`.
+- Updated preview agent optimization support to the V2 preview contract on `BetaAgentsClient` and `BetaAgentsAsyncClient`.
 
 ### Breaking Changes
 
-- Preview operation groups now use beta-prefixed clients built through `AgentsClientBuilder.beta()`: `MemoryStoresClient` / `MemoryStoresAsyncClient` renamed to `BetaMemoryStoresClient` / `BetaMemoryStoresAsyncClient`, `ToolboxesClient` / `ToolboxesAsyncClient` renamed to `BetaToolboxesClient` / `BetaToolboxesAsyncClient`, and preview agent/session operations moved to `BetaAgentsClient` / `BetaAgentsAsyncClient`. `AgentSessionFilesClient` / `AgentSessionFilesAsyncClient` were removed; use the session-file methods on `BetaAgentsClient` / `BetaAgentsAsyncClient` instead.
-- `listOptimizationCandidates` on `AgentsClient` and `AgentsAsyncClient` now returns paged optimization candidates (`PagedIterable` / `PagedFlux`) instead of `OptimizationCandidatePagedResult` / `Mono`. The `OptimizationCandidatePagedResult` model was removed. The protocol methods where adjusted accordingly.
+- Memory store preview clients now use beta-prefixed names built through `AgentsClientBuilder.beta()`: `MemoryStoresClient` / `MemoryStoresAsyncClient` renamed to `BetaMemoryStoresClient` / `BetaMemoryStoresAsyncClient`.
+- `BetaToolboxesClient` / `BetaToolboxesAsyncClient` renamed to `ToolboxesClient` / `ToolboxesAsyncClient` and are now built directly with `AgentsClientBuilder.buildToolboxesClient()` / `buildToolboxesAsyncClient()`. The beta-builder methods for toolboxes were removed.
+- Toolbox version APIs now use `ToolboxTool` models instead of agent `Tool` models; for example, `ToolboxSearchPreviewTool` was replaced by `ToolboxSearchPreviewToolboxTool`.
+- Agent optimization APIs were updated to the V2 preview contract and moved to `BetaAgentsClient` / `BetaAgentsAsyncClient`. `FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW` renamed to `AGENTS_OPTIMIZATION_V2_PREVIEW`, and candidate-specific APIs and models such as `CandidateDeployConfig`, `CandidateFileInfo`, `CandidateMetadata`, `CandidateResults`, `PromoteCandidateInput`, and `PromoteCandidateResult` were removed or folded into the updated optimization job models.
+- Hosted-agent session and code-package APIs were simplified by removing `AgentDefinitionOptInKeys` parameters. `AgentSessionFilesClient` / `AgentSessionFilesAsyncClient` were removed; use the session-file methods on `AgentsClient` / `AgentsAsyncClient` instead.
+- Tool and protocol models were aligned with the latest service contract. Notable renames include `NamespaceToolParam` → `NamespaceTool`, `ToolSearchToolParam` → `ToolSearchTool`, `AgentIdentifier` → `OptimizationAgentIdentifier`, and `DatasetRef` → `OptimizationEvaluatorRef`; `AgentProtocol` and `IsolationKeySource` were removed.
 
 ### Bugs Fixed
 
@@ -21,6 +28,7 @@
 ### Other Changes
 
 - Added samples demonstrating external agent CRUD (`ExternalAgentSample` / `ExternalAgentAsyncSample`) and memory store item CRUD (`MemoryStoreItemsSample` / `MemoryStoreItemsAsyncSample`).
+- Marked preview clients, models, and methods with `@Beta` annotations so preview surface area is explicit in generated API docs.
 
 ## 2.1.0 (2026-06-01)
 
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index ee92846b1874..a682cbf31d39 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -57,11 +57,11 @@ AgentsAsyncClient agentsAsyncClient = new AgentsClientBuilder()
 ``` 
 
 The Agents client library has the following sub-clients which group the different operations that can be performed: 
-- `AgentsClient` / `AgentsAsyncClient`: Perform generally available operations related to agents, such as creating, retrieving, updating, and deleting agents.
-- `BetaAgentsClient` / `BetaAgentsAsyncClient` **(preview)**: Perform preview agent operations, including hosted-agent sessions, session files, code package operations, and preview agent optimization operations.
+- `AgentsClient` / `AgentsAsyncClient`: Perform operations related to agents, such as creating, retrieving, updating, and deleting agents. When `allowPreview(true)` is configured, these clients can also use preview hosted-agent sessions, session files, and code package operations.
+- `BetaAgentsClient` / `BetaAgentsAsyncClient` **(preview)**: Perform preview agent optimization operations.
 - `ResponsesClient` / `ResponsesAsyncClient`: Handle responses operations. See the [OpenAI's Responses API documentation][openai_responses_api_docs] for more information.
 - `BetaMemoryStoresClient` / `BetaMemoryStoresAsyncClient` **(preview)**: Manage memory stores and individual memory items for agents.
-- `BetaToolboxesClient` / `BetaToolboxesAsyncClient` **(preview)**: Manage toolboxes and toolbox versions.
+- `ToolboxesClient` / `ToolboxesAsyncClient`: Manage toolboxes and toolbox versions.
 
 Conversation operations are accessed through the [OpenAI Official Java SDK][openai_java_sdk]'s `ConversationService`. See the [OpenAI's Conversation API documentation][openai_conversations_api_docs] for more information.
 
@@ -85,9 +85,9 @@ ResponsesAsyncClient responsesAsyncClient = builder.buildResponsesAsyncClient();
 // Memory Stores sub-clients (preview).
 BetaMemoryStoresClient memoryStoresClient = builder.beta().buildBetaMemoryStoresClient();
 BetaMemoryStoresAsyncClient memoryStoresAsyncClient = builder.beta().buildBetaMemoryStoresAsyncClient();
-// Toolboxes sub-clients (preview).
-BetaToolboxesClient toolboxesClient = builder.beta().buildBetaToolboxesClient();
-BetaToolboxesAsyncClient toolboxesAsyncClient = builder.beta().buildBetaToolboxesAsyncClient();
+// Toolboxes sub-clients.
+ToolboxesClient toolboxesClient = builder.buildToolboxesClient();
+ToolboxesAsyncClient toolboxesAsyncClient = builder.buildToolboxesAsyncClient();
 ```
 
 The [OpenAI Official Java SDK][openai_java_sdk] is imported transitively and can be built directly from the `AgentsClientBuilder`. Use it to access conversation operations and other OpenAI services:
@@ -115,11 +115,16 @@ The SDK supports a variety of tools that can be attached to agent definitions. S
 | `AzureAISearchTool` | Azure AI Search |
 | `AzureFunctionTool` | Azure Functions |
 | `BingGroundingTool` | Bing grounding |
+| `CaptureStructuredOutputsTool` | Structured output capture |
 | `CodeInterpreterTool` | Code interpreter |
 | `FileSearchTool` | File search |
 | `FunctionTool` | Custom function calling |
 | `ImageGenTool` | Image generation |
+| `McpTool` | Model Context Protocol (MCP) |
+| `NamespaceTool` | Namespaces for grouping function and custom tools |
 | `OpenApiTool` | OpenAPI spec-based tools |
+| `ToolSearchTool` | Deferred tool search |
+| `WebSearchTool` | Web search |
 
 **Preview tools:**
 
@@ -130,11 +135,10 @@ The SDK supports a variety of tools that can be attached to agent definitions. S
 | `BrowserAutomationPreviewTool` | Browser automation |
 | `ComputerUsePreviewTool` | Computer use |
 | `FabricIqPreviewTool` | Fabric IQ |
-| `McpTool` | Model Context Protocol (MCP) |
 | `MemorySearchPreviewTool` | Memory search |
 | `MicrosoftFabricPreviewTool` | Microsoft Fabric |
+| `ReminderPreviewTool` | Reminder scheduling |
 | `SharepointPreviewTool` | SharePoint grounding |
-| `ToolboxSearchPreviewTool` | Toolbox search |
 | `WebSearchPreviewTool` | Web search |
 | `WorkIqPreviewTool` | Work IQ |
 
@@ -144,6 +148,8 @@ Supported tool classes may also expose optional `name`, `description`, and `tool
 
 Several operation groups in the Agents client library expose **preview** service features. These features require the `Foundry-Features` HTTP header. The SDK populates that header for you; you do not need to set the header value manually.
 
+APIs annotated with `@Beta` are part of the SDK's preview surface, even when they appear on a non-Beta client. These APIs are subject to breaking changes in future releases and should be used with the same compatibility expectations as other preview features.
+
 Use `AgentsClientBuilder.allowPreview(true)` when building non-Beta clients that support preview service behavior. For example, `AgentsClient` and `AgentsAsyncClient` use this builder setting to allow the service to return preview response types:
 
 ```java
@@ -159,15 +165,14 @@ Clients whose names start with `Beta` always opt in to their corresponding previ
 
 | Beta sub-client | Automatically populated `Foundry-Features` value |
 |---|---|
-| `BetaAgentsClient` | `HostedAgents=V1Preview,WorkflowAgents=V1Preview,AgentEndpoints=V1Preview,CodeAgents=V1Preview,ExternalAgents=V1Preview,AgentsOptimization=V1Preview` |
+| `BetaAgentsClient` | `HostedAgents=V1Preview,WorkflowAgents=V1Preview,AgentEndpoints=V1Preview,CodeAgents=V1Preview,ExternalAgents=V1Preview,AgentsOptimization=V2Preview` |
 | `BetaMemoryStoresClient` | `MemoryStores=V1Preview` |
-| `BetaToolboxesClient` | `Toolboxes=V1Preview` |
 
 The async `Beta*AsyncClient` counterparts follow the same behavior.
 
 ### Memory item management
 
-`BetaMemoryStoresClient` and `BetaMemoryStoresAsyncClient` manage memory stores and individual memory items. In addition to store-level operations, use `createMemory`, `updateMemory`, `listMemories`, `getMemory`, and `deleteMemory` to manage individual memories. `ListMemoriesOptions` supports filtering by scope and `MemoryItemKind`, including `MemoryItemKind.PROCEDURAL`.
+`BetaMemoryStoresClient` and `BetaMemoryStoresAsyncClient` manage memory stores and individual memory items. In addition to store-level operations, use `createMemory`, `updateMemory`, `listMemories`, `getMemory`, and `deleteMemory` to manage individual memories. `ListMemoriesOptions` supports filtering by scope and `MemoryItemKind`, including `MemoryItemKind.PROCEDURAL`. See `MemoryStoreItemsSample` and `MemoryStoreItemsAsyncSample` for complete examples.
 
 ### Using OpenAI's official library
 
@@ -616,11 +621,11 @@ See the full sample in [OpenApiWithConnectionSync.java](https://github.com/Azure
 
 #### Toolbox Tools
 
-Toolbox tools are defined in toolbox versions and managed through `BetaToolboxesClient` / `BetaToolboxesAsyncClient`.
+Toolbox tools are defined in toolbox versions and managed through `ToolboxesClient` / `ToolboxesAsyncClient`. Toolbox versions use `ToolboxTool` subclasses rather than agent `Tool` subclasses.
 
 ##### **Toolbox Search (Preview)**
 
-Use `ToolboxSearchPreviewTool` inside a toolbox version to let an agent search the available toolbox tools at runtime:
+Use `ToolboxSearchPreviewToolboxTool` inside a toolbox version to let an agent search the available toolbox tools at runtime:
 
 ```java com.azure.ai.agents.toolboxes.ToolboxSearchToolboxSample.createToolboxSearchToolbox
 
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index d37d05c070b4..080e60972529 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -4,10 +4,14 @@
 
 ### Features Added
 
+- Added `EndpointBasedEvaluatorDefinition` for custom evaluator definitions backed by customer-hosted endpoints and Project Connections.
+
 ### Breaking Changes
 
 - Preview operation group clients now use beta-prefixed names and are built through `AIProjectClientBuilder.beta()`. `DataGenerationJobsClient` / `DataGenerationJobsAsyncClient` renamed to `BetaDatasetsClient` / `BetaDatasetsAsyncClient`; `EvaluationTaxonomies`, `Evaluators`, `Insights`, `Models`, `RedTeams`, `Routines`, `Schedules`, and `Skills` clients were renamed to their corresponding `Beta*Client` / `Beta*AsyncClient` names.
 - `Skill` renamed to `SkillDetails`. `SkillsClient` and `SkillsAsyncClient` methods such as `getSkill`, `listSkills`, and `updateSkill` now return `SkillDetails` / `PagedIterable` / `PagedFlux` instead of `Skill`.
+- `RoutineRun.getStatus()` now returns `BinaryData` instead of `String` to align with the current Routines preview contract.
+- `SystemDataV3` and `ModelVersion.getSystemData()` were removed because model versions no longer expose system data in the current service contract.
 
 ### Bugs Fixed
 
@@ -16,6 +20,7 @@
 ### Other Changes
 
 - Added routines samples covering CRUD (`RoutinesSample` / `RoutinesAsyncSample`), schedule trigger, timer trigger, and manual dispatch, with a shared `RoutinesSampleUtils` helper.
+- Marked preview clients, models, and methods with `@Beta` annotations so preview surface area is explicit in generated API docs.
 
 ## 2.1.0 (2026-06-01)
 
diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index a9c60451987f..ed4e55a76e29 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -116,6 +116,8 @@ OpenAIClientAsync openAIClientAsync = builder.buildOpenAIAsyncClient();
 
 Several operation groups in the AI Projects client library expose **preview** service features. These features require the `Foundry-Features` HTTP header. The SDK populates that header for you; you do not need to set the header value manually.
 
+APIs annotated with `@Beta` are part of the SDK's preview surface, even when they appear on a non-Beta client. These APIs are subject to breaking changes in future releases and should be used with the same compatibility expectations as other preview features.
+
 Use `AIProjectClientBuilder.allowPreview(true)` when building non-Beta clients that support preview service behavior. For example, `EvaluationRulesClient` and `EvaluationRulesAsyncClient` use this builder setting to allow the service to return preview response types:
 
 ```java
@@ -143,7 +145,7 @@ The async `Beta*AsyncClient` counterparts follow the same behavior.
 
 ## Examples
 
-The examples below show common operations for core AI Projects sub-clients. For complete runnable samples, see the [package samples][package_samples]. Additional preview samples are available for data generation jobs (`DataGenerationJobsSample`, `DataGenerationJobsAsyncSample`, and `DataGenerationJobWithEvaluationSample`), model management (`ModelsSample` and `ModelsAsyncSample`), and packaged skills (`SkillsPackageSample` and `SkillsPackageAsyncSample`).
+The examples below show common operations for core AI Projects sub-clients. For complete runnable samples, see the [package samples][package_samples]. Additional preview samples are available for data generation jobs (`DataGenerationJobsSample`, `DataGenerationJobsAsyncSample`, and `DataGenerationJobWithEvaluationSample`), model management (`ModelsSample` and `ModelsAsyncSample`), routines (`RoutinesSample`, `RoutinesAsyncSample`, and related trigger/dispatch samples), and packaged skills (`SkillsPackageSample` and `SkillsPackageAsyncSample`).
 
 ### Connections operations
 

From 068ef6384e433eede69674bf849a154f9130e918 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 29 Jun 2026 11:19:22 +0200
Subject: [PATCH 31/45] revapi exceptions

---
 sdk/ai/azure-ai-agents/revapi.json   | 37 ++++++++++++++++++++++++++--
 sdk/ai/azure-ai-projects/revapi.json | 17 +++++++++++++
 2 files changed, 52 insertions(+), 2 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/revapi.json b/sdk/ai/azure-ai-agents/revapi.json
index e3f8957a4ca0..98f53db29a3a 100644
--- a/sdk/ai/azure-ai-agents/revapi.json
+++ b/sdk/ai/azure-ai-agents/revapi.json
@@ -8,7 +8,7 @@
           "code": "java.method.numberOfParametersChanged",
           "old": {
             "matcher": "regex",
-            "match": "method .* com\\.azure\\.ai\\.agents\\.Agents(Async)?Client::(deleteSession|downloadAgentCode|getSession|listSessions)\\(.*\\)"
+            "match": "method .* com\\.azure\\.ai\\.agents\\.Agents(Async)?Client::(createSession|deleteSession|downloadAgentCode|getSession|listAgentVersions|listSessions)\\(.*\\)"
           },
           "justification": "Breaking change in beta operation: session and hosted-agent code methods no longer expose AgentDefinitionOptInKeys. The opt-in key is now sent implicitly and userIsolationKey/agentVersion are the public parameters."
         },
@@ -16,7 +16,7 @@
           "code": "java.class.removed",
           "old": {
             "matcher": "regex",
-            "match": "class com\\.azure\\.ai\\.agents\\.models\\.(AgentIdentifier|AgentProtocol|CandidateDeployConfig|CandidateFileInfo|CandidateMetadata|CandidateResults|DatasetInfo|DatasetRef|OptimizationAgentDefinition|OptimizationTaskResult|PromoteCandidateInput|PromoteCandidateResult)"
+            "match": "class com\\.azure\\.ai\\.agents\\.models\\.(AgentIdentifier|AgentProtocol|CandidateDeployConfig|CandidateFileInfo|CandidateMetadata|CandidateResults|DatasetInfo|DatasetRef|EntraIsolationKeySource|HeaderIsolationKeySource|IsolationKeySource|IsolationKeySourceKind|OptimizationAgentDefinition|OptimizationTaskResult|PromoteCandidateInput|PromoteCandidateResult)"
           },
           "justification": "Breaking change in beta operation: optimization and agent protocol models were renamed, restructured, or removed to align with the current service contract."
         },
@@ -31,6 +31,39 @@
           "code": "java\\.method\\.(parameterTypeChanged|returnTypeChanged)",
           "old": "(method|parameter) .* com\\.azure\\.ai\\.agents\\.models\\.ProtocolVersionRecord::.*",
           "justification": "AgentProtocol was renamed to AgentEndpointProtocol to align protocol-version records with the current service contract."
+        },
+        {
+          "code": "java.method.parameterTypeParameterChanged",
+          "old": {
+            "matcher": "regex",
+            "match": "parameter .* com\\.azure\\.ai\\.agents\\.Toolboxes(Async)?Client::createToolboxVersion\\(.*\\)"
+          },
+          "justification": "Breaking change in beta operation: toolbox version creation now accepts ToolboxTool models instead of agent Tool models to align toolbox tools with the current service contract."
+        },
+        {
+          "code": "java.method.returnTypeTypeParametersChanged",
+          "old": {
+            "matcher": "regex",
+            "match": "method java\\.util\\.List com\\.azure\\.ai\\.agents\\.models\\.ToolboxVersionDetails::getTools\\(\\)"
+          },
+          "justification": "Breaking change in beta operation: toolbox versions now expose ToolboxTool models instead of agent Tool models to align with the current service contract."
+        },
+        {
+          "regex": true,
+          "code": "java\\..*",
+          "old": ".*com\\.azure\\.ai\\.agents\\.models\\.[A-Za-z0-9_]*Preview[A-Za-z0-9_]*(::|\\.|$).*",
+          "justification": "Breaking change in preview model: models with Preview in their names are preview surface and may change between beta releases."
+        },
+        {
+          "regex": true,
+          "code": "java\\.method\\.removed",
+          "old": "method .* com\\.azure\\.ai\\.agents\\.models\\.(AgentEndpointConfig|EntraAuthorizationScheme|HostedAgentDefinition)::(getProtocols|setProtocols|getIsolationKeySource|setIsolationKeySource|getTools|setTools)\\(.*\\)",
+          "justification": "Breaking change in beta operation: hosted-agent endpoint, authorization, and tool configuration models were restructured to align with the current service contract."
+        },
+        {
+          "code": "java.field.removed",
+          "old": "field com.azure.ai.agents.models.ToolType.FABRIC_DATAAGENT_PREVIEW",
+          "justification": "Breaking change in beta operation: ToolType.FABRIC_DATAAGENT_PREVIEW was renamed to FABRIC_DATA_AGENT_PREVIEW for consistent naming."
         }
       ]
     }
diff --git a/sdk/ai/azure-ai-projects/revapi.json b/sdk/ai/azure-ai-projects/revapi.json
index 21f63574ff6a..913e93e34479 100644
--- a/sdk/ai/azure-ai-projects/revapi.json
+++ b/sdk/ai/azure-ai-projects/revapi.json
@@ -19,6 +19,23 @@
           "old": "method java.lang.String com.azure.ai.projects.models.RoutineRun::getStatus()",
           "new": "method com.azure.core.util.BinaryData com.azure.ai.projects.models.RoutineRun::getStatus()",
           "justification": "Breaking change in beta operation: RoutineRun status changed from String to BinaryData to align with the current Routines preview contract."
+        },
+        {
+          "regex": true,
+          "code": "java\\.field\\.removed",
+          "old": "field com\\.azure\\.ai\\.projects\\.models\\.AttackStrategy\\.(BASE64|ROT13)",
+          "justification": "Breaking change in beta operation: AttackStrategy enum values were removed to align with the current RedTeams preview contract."
+        },
+        {
+          "regex": true,
+          "code": "java\\.method\\.removed",
+          "old": "method .* com\\.azure\\.ai\\.projects\\.models\\.(CodeBasedEvaluatorDefinition|EvaluatorDefinition|PromptBasedEvaluatorDefinition|RubricBasedEvaluatorDefinition)::(getInitParameters|setInitParameters)\\(.*\\)",
+          "justification": "Breaking change in beta operation: evaluator initialization parameter accessors were renamed to initializationParameters to align with the current Evaluations preview contract."
+        },
+        {
+          "code": "java.method.removed",
+          "old": "method java.lang.String com.azure.ai.projects.models.ContinuousEvaluationRuleAction::getEvalId()",
+          "justification": "Breaking change in beta operation: ContinuousEvaluationRuleAction no longer exposes evalId in the current Evaluations preview contract."
         }
       ]
     }

From 58f65134318d5b4b34e5db7305a57eddfd434216 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 29 Jun 2026 12:48:51 +0200
Subject: [PATCH 32/45] Hiding tsp-location files

---
 .../azure-ai-agents/{tsp-location.yaml => tsp-location.yaml.hide} | 0
 .../{tsp-location.yaml => tsp-location.yaml.hide}                 | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename sdk/ai/azure-ai-agents/{tsp-location.yaml => tsp-location.yaml.hide} (100%)
 rename sdk/ai/azure-ai-projects/{tsp-location.yaml => tsp-location.yaml.hide} (100%)

diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml.hide
similarity index 100%
rename from sdk/ai/azure-ai-agents/tsp-location.yaml
rename to sdk/ai/azure-ai-agents/tsp-location.yaml.hide
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml.hide
similarity index 100%
rename from sdk/ai/azure-ai-projects/tsp-location.yaml
rename to sdk/ai/azure-ai-projects/tsp-location.yaml.hide

From b0ddd0c31fed1316da8d87f75225e0724edc45c6 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Mon, 29 Jun 2026 13:38:15 +0200
Subject: [PATCH 33/45] Updated version for release

---
 eng/versioning/version_client.txt     | 4 ++--
 sdk/ai/azure-ai-agents/CHANGELOG.md   | 2 +-
 sdk/ai/azure-ai-agents/README.md      | 2 +-
 sdk/ai/azure-ai-agents/pom.xml        | 2 +-
 sdk/ai/azure-ai-projects/CHANGELOG.md | 2 +-
 sdk/ai/azure-ai-projects/README.md    | 2 +-
 sdk/ai/azure-ai-projects/pom.xml      | 4 ++--
 7 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/eng/versioning/version_client.txt b/eng/versioning/version_client.txt
index b5f8c306de63..9e1551665bcd 100644
--- a/eng/versioning/version_client.txt
+++ b/eng/versioning/version_client.txt
@@ -37,7 +37,7 @@ com.azure:azure-data-sdk-parent;1.3.0;1.3.0
 com.azure:azure-sdk-parent;1.6.0;1.6.0
 com.azure:azure-client-sdk-parent;1.7.0;1.7.0
 com.azure:azure-ai-agents-persistent;1.0.0-beta.2;1.0.0-beta.3
-com.azure:azure-ai-agents;2.1.0;2.2.0-beta.1
+com.azure:azure-ai-agents;2.1.0;2.2.0
 com.azure:azure-ai-anomalydetector;3.0.0-beta.5;3.0.0-beta.6
 com.azure:azure-ai-contentsafety;1.0.18;1.1.0-beta.1
 com.azure:azure-ai-contentunderstanding;1.0.0;1.1.0-beta.3
@@ -53,7 +53,7 @@ com.azure:azure-ai-openai-assistants;1.0.0-beta.5;1.0.0-beta.6
 com.azure:azure-ai-openai-realtime;1.0.0-beta.1;1.0.0-beta.1
 com.azure:azure-ai-openai-stainless;1.0.0-beta.1;1.0.0-beta.1
 com.azure:azure-ai-personalizer;1.0.0-beta.1;1.0.0-beta.2
-com.azure:azure-ai-projects;2.1.0;2.2.0-beta.1
+com.azure:azure-ai-projects;2.1.0;2.2.0
 com.azure:azure-ai-speech-transcription;1.0.0;1.1.0-beta.1
 com.azure:azure-ai-textanalytics;5.5.13;5.6.0-beta.1
 com.azure:azure-ai-textanalytics-perf;1.0.0-beta.1;1.0.0-beta.1
diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 4ff7b140c58c..6ca0f9bb0a56 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## 2.2.0-beta.1 (Unreleased)
+## 2.2.0 (2026-06-30)
 
 ### Features Added
 
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index a682cbf31d39..6ec877f1adca 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -25,7 +25,7 @@ Various documentation is available to help you get started
 
     com.azure
     azure-ai-agents
-    2.1.0
+    2.2.0
 
 ```
 [//]: # ({x-version-update-end})
diff --git a/sdk/ai/azure-ai-agents/pom.xml b/sdk/ai/azure-ai-agents/pom.xml
index a106c6f0b928..888925f88e87 100644
--- a/sdk/ai/azure-ai-agents/pom.xml
+++ b/sdk/ai/azure-ai-agents/pom.xml
@@ -14,7 +14,7 @@
 
   com.azure
   azure-ai-agents
-  2.2.0-beta.1 
+  2.2.0 
   jar
 
   Microsoft Azure SDK for Agents
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 080e60972529..6338278845a4 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## 2.2.0-beta.1 (Unreleased)
+## 2.2.0 (2026-06-30)
 
 ### Features Added
 
diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index ed4e55a76e29..ccf09e90be90 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -35,7 +35,7 @@ Various documentation is available to help you get started
 
     com.azure
     azure-ai-projects
-    2.1.0
+    2.2.0
 
 ```
 [//]: # ({x-version-update-end})
diff --git a/sdk/ai/azure-ai-projects/pom.xml b/sdk/ai/azure-ai-projects/pom.xml
index ec4c36f11748..ee4278b400ce 100644
--- a/sdk/ai/azure-ai-projects/pom.xml
+++ b/sdk/ai/azure-ai-projects/pom.xml
@@ -14,7 +14,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
 
   com.azure
   azure-ai-projects
-  2.2.0-beta.1 
+  2.2.0 
   jar
 
   Microsoft Azure SDK for Projects
@@ -73,7 +73,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
     
       com.azure
       azure-ai-agents
-      2.2.0-beta.1  
+      2.2.0  
     
     
       com.openai

From 60b0fbfea771742217c7535d741f0b85e7d9e130 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Tue, 30 Jun 2026 11:04:25 +0200
Subject: [PATCH 34/45] Added documentation for beta related builder methods

---
 .../azure/ai/agents/AgentsClientBuilder.java  |  49 +++++-
 ...p-location.yaml.hide => tsp-location.yaml} |   2 +-
 .../ai/projects/AIProjectClientBuilder.java   | 149 +++++++++++++++---
 ...p-location.yaml.hide => tsp-location.yaml} |   2 +-
 4 files changed, 171 insertions(+), 31 deletions(-)
 rename sdk/ai/azure-ai-agents/{tsp-location.yaml.hide => tsp-location.yaml} (95%)
 rename sdk/ai/azure-ai-projects/{tsp-location.yaml.hide => tsp-location.yaml} (97%)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
index f09fceaa6d0e..d9a4935e69ff 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
@@ -524,9 +524,18 @@ public AgentsClient buildAgentsClient() {
     }
 
     /**
-     * A builder for creating a new instance of the beta AgentsClient type.
+     * Returns the sub-builder used to create beta clients for preview-only service areas.
+     * 

+     * The returned builder uses the configuration set on this builder, including endpoint, credential, HTTP pipeline,
+     * policies, retry settings, logging options, client options, and service version. Use this method
+     * when you want to build a client whose type is prefixed with {@code Beta}, such as {@link BetaAgentsClient},
+     * {@link BetaAgentsAsyncClient}, {@link BetaMemoryStoresClient}, or {@link BetaMemoryStoresAsyncClient}.
+     * 

+     * Clients created by this sub-builder automatically opt in to the preview service area they target by adding the
+     * required {@code Foundry-Features} header. Calling {@link #allowPreview(boolean)} is not required for these
+     * clients; that setting only controls supported preview behavior on non-beta clients.
      *
-     * @return a builder for creating a new instance of the beta AgentsClient type.
+     * @return a builder for creating beta Agents service clients.
      */
     @Beta
     public BetaAgentsClientBuilder beta() {
@@ -534,7 +543,11 @@ public BetaAgentsClientBuilder beta() {
     }
 
     /**
-     * A builder for creating a new instance of the beta AgentsClient type.
+     * A sub-builder for creating beta Agents service clients.
+     * 

+     * Instances are created by calling {@link AgentsClientBuilder#beta()}. Build methods on this class use the
+     * enclosing {@link AgentsClientBuilder}'s configuration and automatically add the {@code Foundry-Features} header
+     * required by the beta service area they target.
      */
     @Beta
     @ServiceClientBuilder(
@@ -546,13 +559,18 @@ public BetaAgentsClientBuilder beta() {
     public final class BetaAgentsClientBuilder {
 
         /**
-         * Creates a new instance of BetaAgentsClientBuilder.
+         * Creates a new instance of BetaAgentsClientBuilder. Use {@link AgentsClientBuilder#beta()} to get an instance.
          */
         private BetaAgentsClientBuilder() {
         }
 
         /**
-         * Builds an instance of BetaAgentsAsyncClient class.
+         * Builds an asynchronous beta Agents client for preview agent optimization operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AgentsClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for beta agent operations, so
+         * {@link AgentsClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaAgentsAsyncClient.
          */
@@ -562,7 +580,12 @@ public BetaAgentsAsyncClient buildBetaAgentsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaMemoryStoresAsyncClient class.
+         * Builds an asynchronous beta Memory Stores client for preview memory store operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AgentsClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for memory store preview operations, so
+         * {@link AgentsClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaMemoryStoresAsyncClient.
          */
@@ -573,7 +596,12 @@ public BetaMemoryStoresAsyncClient buildBetaMemoryStoresAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaAgentsClient class.
+         * Builds a synchronous beta Agents client for preview agent optimization operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AgentsClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for beta agent operations, so
+         * {@link AgentsClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaAgentsClient.
          */
@@ -583,7 +611,12 @@ public BetaAgentsClient buildBetaAgentsClient() {
         }
 
         /**
-         * Builds an instance of BetaMemoryStoresClient class.
+         * Builds a synchronous beta Memory Stores client for preview memory store operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AgentsClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for memory store preview operations, so
+         * {@link AgentsClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaMemoryStoresClient.
          */
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml.hide b/sdk/ai/azure-ai-agents/tsp-location.yaml
similarity index 95%
rename from sdk/ai/azure-ai-agents/tsp-location.yaml.hide
rename to sdk/ai/azure-ai-agents/tsp-location.yaml
index 678f2fab117b..3d8293c5d62a 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml.hide
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 2baa258d8d94328e870cab26b08dc748fa0f6db6
+commit: b738a66710bed79f901430ac78d9f2d9fcd16e78
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/AIProjectClientBuilder.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/AIProjectClientBuilder.java
index befc911edb28..fd8465f2a926 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/AIProjectClientBuilder.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/AIProjectClientBuilder.java
@@ -756,16 +756,29 @@ private BetaDatasetsClient buildBetaDatasetsClient() {
     }
 
     /**
-     * A builder for creating a new instance of the beta AIProjectClient type.
+     * Returns the sub-builder used to create beta clients for preview-only service areas.
+     * 

+     * The returned builder uses the configuration set on this builder, including endpoint, credential, HTTP pipeline,
+     * policies, retry settings, logging options, client options, and service version. Use this method
+     * when you want to build a client whose type is prefixed with {@code Beta}, such as {@link BetaModelsClient},
+     * {@link BetaRedTeamsClient}, {@link BetaDatasetsClient}, or their async counterparts.
+     * 

+     * Clients created by this sub-builder automatically opt in to the preview service area they target by adding the
+     * required {@code Foundry-Features} header. Calling {@link #allowPreview(boolean)} is not required for these
+     * clients; that setting only controls supported preview behavior on non-beta clients.
      *
-     * @return a builder for creating a new instance of the beta AIProjectClient type.
+     * @return a builder for creating beta AI Projects service clients.
      */
     public BetaAIProjectClientBuilder beta() {
         return new BetaAIProjectClientBuilder();
     }
 
     /**
-     * A builder for creating a new instance of the beta AIProjectClient type.
+     * A sub-builder for creating beta AI Projects service clients.
+     * 

+     * Instances are created by calling {@link AIProjectClientBuilder#beta()}. Build methods on this class use the
+     * enclosing {@link AIProjectClientBuilder}'s configuration and automatically add the {@code Foundry-Features}
+     * header required by the beta service area they target.
      */
     @Beta
     @ServiceClientBuilder(
@@ -790,11 +803,20 @@ public BetaAIProjectClientBuilder beta() {
             BetaDatasetsClient.class })
     public final class BetaAIProjectClientBuilder {
 
+        /**
+         * Creates a new instance of BetaAIProjectClientBuilder. Use {@link AIProjectClientBuilder#beta()} to get an
+         * instance.
+         */
         private BetaAIProjectClientBuilder() {
         }
 
         /**
-         * Builds an instance of BetaModelsAsyncClient class.
+         * Builds an asynchronous beta Models client for preview model operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for models preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaModelsAsyncClient.
          */
@@ -804,7 +826,12 @@ public BetaModelsAsyncClient buildBetaModelsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaRedTeamsAsyncClient class.
+         * Builds an asynchronous beta Red Teams client for preview red team operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for red teams preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaRedTeamsAsyncClient.
          */
@@ -814,7 +841,12 @@ public BetaRedTeamsAsyncClient buildBetaRedTeamsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaEvaluationTaxonomiesAsyncClient class.
+         * Builds an asynchronous beta Evaluation Taxonomies client for preview evaluation taxonomy operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for evaluations preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaEvaluationTaxonomiesAsyncClient.
          */
@@ -825,7 +857,12 @@ public BetaEvaluationTaxonomiesAsyncClient buildBetaEvaluationTaxonomiesAsyncCli
         }
 
         /**
-         * Builds an instance of BetaEvaluatorsAsyncClient class.
+         * Builds an asynchronous beta Evaluators client for preview evaluator operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for evaluations preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaEvaluatorsAsyncClient.
          */
@@ -835,7 +872,12 @@ public BetaEvaluatorsAsyncClient buildBetaEvaluatorsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaInsightsAsyncClient class.
+         * Builds an asynchronous beta Insights client for preview insight operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for insights preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaInsightsAsyncClient.
          */
@@ -845,7 +887,12 @@ public BetaInsightsAsyncClient buildBetaInsightsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaSchedulesAsyncClient class.
+         * Builds an asynchronous beta Schedules client for preview schedule operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for schedules preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaSchedulesAsyncClient.
          */
@@ -855,7 +902,12 @@ public BetaSchedulesAsyncClient buildBetaSchedulesAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaRoutinesAsyncClient class.
+         * Builds an asynchronous beta Routines client for preview routine operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for routines preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaRoutinesAsyncClient.
          */
@@ -865,7 +917,12 @@ public BetaRoutinesAsyncClient buildBetaRoutinesAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaSkillsAsyncClient class.
+         * Builds an asynchronous beta Skills client for preview skill operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for skills preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaSkillsAsyncClient.
          */
@@ -875,7 +932,12 @@ public BetaSkillsAsyncClient buildBetaSkillsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaDatasetsAsyncClient class.
+         * Builds an asynchronous beta Datasets client for preview data generation job operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for data generation jobs preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaDatasetsAsyncClient.
          */
@@ -886,7 +948,12 @@ public BetaDatasetsAsyncClient buildBetaDatasetsAsyncClient() {
         }
 
         /**
-         * Builds an instance of BetaModelsClient class.
+         * Builds a synchronous beta Models client for preview model operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for models preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaModelsClient.
          */
@@ -896,7 +963,12 @@ public BetaModelsClient buildBetaModelsClient() {
         }
 
         /**
-         * Builds an instance of BetaRedTeamsClient class.
+         * Builds a synchronous beta Red Teams client for preview red team operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for red teams preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaRedTeamsClient.
          */
@@ -906,7 +978,12 @@ public BetaRedTeamsClient buildBetaRedTeamsClient() {
         }
 
         /**
-         * Builds an instance of BetaEvaluationTaxonomiesClient class.
+         * Builds a synchronous beta Evaluation Taxonomies client for preview evaluation taxonomy operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for evaluations preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaEvaluationTaxonomiesClient.
          */
@@ -917,7 +994,12 @@ public BetaEvaluationTaxonomiesClient buildBetaEvaluationTaxonomiesClient() {
         }
 
         /**
-         * Builds an instance of BetaEvaluatorsClient class.
+         * Builds a synchronous beta Evaluators client for preview evaluator operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for evaluations preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaEvaluatorsClient.
          */
@@ -927,7 +1009,12 @@ public BetaEvaluatorsClient buildBetaEvaluatorsClient() {
         }
 
         /**
-         * Builds an instance of BetaInsightsClient class.
+         * Builds a synchronous beta Insights client for preview insight operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for insights preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaInsightsClient.
          */
@@ -937,7 +1024,12 @@ public BetaInsightsClient buildBetaInsightsClient() {
         }
 
         /**
-         * Builds an instance of BetaSchedulesClient class.
+         * Builds a synchronous beta Schedules client for preview schedule operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for schedules preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaSchedulesClient.
          */
@@ -947,7 +1039,12 @@ public BetaSchedulesClient buildBetaSchedulesClient() {
         }
 
         /**
-         * Builds an instance of BetaRoutinesClient class.
+         * Builds a synchronous beta Routines client for preview routine operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for routines preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaRoutinesClient.
          */
@@ -957,7 +1054,12 @@ public BetaRoutinesClient buildBetaRoutinesClient() {
         }
 
         /**
-         * Builds an instance of BetaSkillsClient class.
+         * Builds a synchronous beta Skills client for preview skill operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for skills preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaSkillsClient.
          */
@@ -967,7 +1069,12 @@ public BetaSkillsClient buildBetaSkillsClient() {
         }
 
         /**
-         * Builds an instance of BetaDatasetsClient class.
+         * Builds a synchronous beta Datasets client for preview data generation job operations.
+         * 

+         * The client is created using the endpoint, credential, pipeline, policies, and other configuration set on the
+         * enclosing {@link AIProjectClientBuilder}. Requests made by the client automatically include the
+         * {@code Foundry-Features} header required for data generation jobs preview operations, so
+         * {@link AIProjectClientBuilder#allowPreview(boolean)} does not need to be enabled.
          *
          * @return an instance of BetaDatasetsClient.
          */
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml.hide b/sdk/ai/azure-ai-projects/tsp-location.yaml
similarity index 97%
rename from sdk/ai/azure-ai-projects/tsp-location.yaml.hide
rename to sdk/ai/azure-ai-projects/tsp-location.yaml
index 17e310f3c6ee..919796d54efe 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml.hide
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 2baa258d8d94328e870cab26b08dc748fa0f6db6
+commit: b738a66710bed79f901430ac78d9f2d9fcd16e78
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 389f2eb93144ef9c7087c93e50f2727ba9a16276 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Tue, 30 Jun 2026 11:32:43 +0200
Subject: [PATCH 35/45] README updates

---
 sdk/ai/azure-ai-agents/README.md               | 12 +++++++++---
 sdk/ai/azure-ai-projects/README.md             | 18 ++++++++++++------
 .../com/azure/ai/projects/ReadmeSamples.java   |  2 +-
 3 files changed, 22 insertions(+), 10 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 6ec877f1adca..9e1ae2bddef9 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -4,6 +4,12 @@ Develop Agents using the Azure AI Foundry platform, leveraging an extensive ecos
 
 The client library uses a single service version `v1` of the AI Foundry [data plane REST APIs](https://aka.ms/azsdk/azure-ai-projects/ga-rest-api-reference).
 
+> [!IMPORTANT]
+> **Preview and beta features**
+> - Build `Beta*Client` and `Beta*AsyncClient` instances through `AgentsClientBuilder.beta()`. These clients automatically opt in to their preview service area; you do not need `allowPreview(true)` for them.
+> - Use `AgentsClientBuilder.allowPreview(true)` only when calling preview APIs on non-Beta clients, such as preview hosted-agent sessions, session files, and code package operations on `AgentsClient` / `AgentsAsyncClient`.
+> - Classes and methods annotated with `@Beta` are preview API surface and may change in future releases. See [Preview operation groups and beta clients](#preview-operation-groups-and-beta-clients) for details.
+
 ## Documentation
 
 Various documentation is available to help you get started
@@ -71,7 +77,7 @@ To access each sub-client you need to use your `AgentsClientBuilder()`. The Agen
 AgentsClientBuilder builder = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .allowPreview(true); // Enables preview response types for non-Beta clients that support them.
+                .allowPreview(true); // Only needed for preview APIs on non-Beta clients that support them.
 
 // Agents sub-clients
 AgentsClient agentsClient = builder.buildAgentsClient();
@@ -161,11 +167,11 @@ AgentsClientBuilder builder = new AgentsClientBuilder()
 AgentsClient agentsClient = builder.buildAgentsClient();
 ```
 
-Clients whose names start with `Beta` always opt in to their corresponding preview service area. Requests sent by these clients automatically include the appropriate `Foundry-Features` header, and their APIs can send or return preview/beta request and response types. You do not need to call `allowPreview(true)` to use a `Beta*Client`.
+Build clients whose names start with `Beta` from `AgentsClientBuilder.beta()`. These clients always opt in to their corresponding preview service area. Requests sent by these clients automatically include the appropriate `Foundry-Features` header, and their APIs can send or return preview/beta request and response types. You do not need to call `allowPreview(true)` to use a `Beta*Client`.
 
 | Beta sub-client | Automatically populated `Foundry-Features` value |
 |---|---|
-| `BetaAgentsClient` | `HostedAgents=V1Preview,WorkflowAgents=V1Preview,AgentEndpoints=V1Preview,CodeAgents=V1Preview,ExternalAgents=V1Preview,AgentsOptimization=V2Preview` |
+| `BetaAgentsClient` | `WorkflowAgents=V1Preview,ExternalAgents=V1Preview,DraftAgents=V1Preview,AgentsOptimization=V2Preview` |
 | `BetaMemoryStoresClient` | `MemoryStores=V1Preview` |
 
 The async `Beta*AsyncClient` counterparts follow the same behavior.
diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index ccf09e90be90..61d9af9af47b 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -6,14 +6,20 @@ The AI Projects client library is part of the Azure AI Foundry SDK and provides
 * **Enumerate AI Models** deployed to your Foundry Project using the `Deployments` operations.
 * **Enumerate connected Azure resources** in your Foundry project using the `Connections` operations.
 * **Upload documents and create Datasets** to reference them using the `Datasets` operations.
-* **Generate datasets** for model, agent, evaluator, and traces scenarios using the preview `DataGenerationJobs` operations.
-* **Register and manage model weights** as Foundry `ModelVersion` resources using the preview `Models` operations.
-* **Create and dispatch routines** using the preview `Routines` operations.
-* **Create and manage skills** using the preview `Skills` operations.
+* **Generate datasets** for model, agent, evaluator, and traces scenarios using the preview `BetaDatasetsClient`.
+* **Register and manage model weights** as Foundry `ModelVersion` resources using the preview `BetaModelsClient`.
+* **Create and dispatch routines** using the preview `BetaRoutinesClient`.
+* **Create and manage skills** using the preview `BetaSkillsClient`.
 * **Create and enumerate Search Indexes** using the `Indexes` operations.
 
 The client library uses a single service version `v1` of the AI Foundry [data plane REST APIs](https://aka.ms/azsdk/azure-ai-projects/ga-rest-api-reference).
 
+> [!IMPORTANT]
+> **Preview and beta features TL;DR**
+> - Build `Beta*Client` and `Beta*AsyncClient` instances through `AIProjectClientBuilder.beta()`. These clients automatically opt in to their preview service area; you do not need `allowPreview(true)` for them.
+> - Use `AIProjectClientBuilder.allowPreview(true)` only when calling preview APIs on non-Beta clients, such as preview response types on `EvaluationRulesClient` / `EvaluationRulesAsyncClient`.
+> - Classes and methods annotated with `@Beta` are preview API surface and may change in future releases. See [Preview operation groups and beta clients](#preview-operation-groups-and-beta-clients) for details.
+
 ## Documentation
 
 Various documentation is available to help you get started
@@ -50,7 +56,7 @@ The Azure AI Foundry provides a centralized spot to manage your AI Foundry resou
 
 ```java com.azure.ai.projects.clientInitialization
 AIProjectClientBuilder builder = new AIProjectClientBuilder()
-    .allowPreview(true); // Enables preview response types for non-Beta clients that support them.
+    .allowPreview(true); // Only needed for preview APIs on non-Beta clients that support them.
 
 ConnectionsClient connectionsClient = builder.buildConnectionsClient();
 // Beta* clients automatically opt in to their preview service area.
@@ -127,7 +133,7 @@ AIProjectClientBuilder builder = new AIProjectClientBuilder()
 EvaluationRulesClient evaluationRulesClient = builder.buildEvaluationRulesClient();
 ```
 
-Clients whose names start with `Beta` always opt in to their corresponding preview service area. Requests sent by these clients automatically include the appropriate `Foundry-Features` header, and their APIs can send or return preview/beta request and response types. You do not need to call `allowPreview(true)` to use a `Beta*Client`.
+Build clients whose names start with `Beta` from `AIProjectClientBuilder.beta()`. These clients always opt in to their corresponding preview service area. Requests sent by these clients automatically include the appropriate `Foundry-Features` header, and their APIs can send or return preview/beta request and response types. You do not need to call `allowPreview(true)` to use a `Beta*Client`.
 
 | Beta sub-client | Automatically populated `Foundry-Features` value |
 |---|---|
diff --git a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/ReadmeSamples.java b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/ReadmeSamples.java
index 8077eb665ddd..a27d957dcace 100644
--- a/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/ReadmeSamples.java
+++ b/sdk/ai/azure-ai-projects/src/samples/java/com/azure/ai/projects/ReadmeSamples.java
@@ -24,7 +24,7 @@ public final class ReadmeSamples {
     public void readmeSamples() {
         // BEGIN: com.azure.ai.projects.clientInitialization
         AIProjectClientBuilder builder = new AIProjectClientBuilder()
-            .allowPreview(true); // Enables preview response types for non-Beta clients that support them.
+            .allowPreview(true); // Only needed for preview APIs on non-Beta clients that support them.
 
         ConnectionsClient connectionsClient = builder.buildConnectionsClient();
         // Beta* clients automatically opt in to their preview service area.

From ebac17a7187328c9871475b7067f67c195606b27 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 10:11:24 +0200
Subject: [PATCH 36/45] Latest spec changes: remove reminderPreviewTool and
 renamed method param

---
 .../azure/ai/agents/AgentsAsyncClient.java    |  66 ++++----
 .../com/azure/ai/agents/AgentsClient.java     |  61 ++++----
 .../ai/agents/implementation/AgentsImpl.java  |  78 +++++-----
 .../ai/agents/models/ReminderPreviewTool.java | 144 ------------------
 .../java/com/azure/ai/agents/models/Tool.java |   2 -
 .../com/azure/ai/agents/models/ToolType.java  |   6 -
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 9 files changed, 104 insertions(+), 259 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index 62070324762a..7accd69f1fb1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -3072,7 +3072,7 @@ public Mono> getSessionLogStreamWithResponse(String agentNa
      * 

      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The destination file path within the sandbox, relative to the session home directory.
      * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
@@ -3085,9 +3085,9 @@ public Mono> getSessionLogStreamWithResponse(String agentNa
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> uploadSessionFileWithResponse(String agentName, String agentSessionId,
-        String path, BinaryData content, RequestOptions requestOptions) {
-        return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, agentSessionId, path, content,
+    public Mono> uploadSessionFileWithResponse(String agentName, String sessionId, String path,
+        BinaryData content, RequestOptions requestOptions) {
+        return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, sessionId, path, content,
             requestOptions);
     }
 
@@ -3156,7 +3156,7 @@ public Mono> uploadSessionFileWithResponse(String agentName
      * 

      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3167,9 +3167,9 @@ public Mono> uploadSessionFileWithResponse(String agentName
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> downloadSessionFileWithResponse(String agentName, String agentSessionId,
-        String path, RequestOptions requestOptions) {
-        return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
+    public Mono> downloadSessionFileWithResponse(String agentName, String sessionId, String path,
+        RequestOptions requestOptions) {
+        return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, sessionId, path, requestOptions);
     }
 
     /**
@@ -3279,7 +3279,7 @@ public Mono> downloadSessionFileWithResponse(String agentName, St
      * 

      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3289,9 +3289,8 @@ public Mono> downloadSessionFileWithResponse(String agentName, St
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionFiles(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.listSessionFilesAsync(agentName, agentSessionId, requestOptions);
+    public PagedFlux listSessionFiles(String agentName, String sessionId, RequestOptions requestOptions) {
+        return this.serviceClient.listSessionFilesAsync(agentName, sessionId, requestOptions);
     }
 
     /**
@@ -3309,7 +3308,7 @@ public PagedFlux listSessionFiles(String agentName, String agentSess
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3320,9 +3319,9 @@ public PagedFlux listSessionFiles(String agentName, String agentSess
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Mono> deleteSessionFileWithResponse(String agentName, String sessionId, String path,
         RequestOptions requestOptions) {
-        return this.serviceClient.deleteSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
+        return this.serviceClient.deleteSessionFileWithResponseAsync(agentName, sessionId, path, requestOptions);
     }
 
     /**
@@ -3741,7 +3740,7 @@ public PagedFlux listSessions(String agentName) {
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The destination file path within the sandbox, relative to the session home directory.
      * @param content The content parameter.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -3754,11 +3753,11 @@ public PagedFlux listSessions(String agentName) {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono uploadSessionFile(String agentName, String agentSessionId, String path,
+    public Mono uploadSessionFile(String agentName, String sessionId, String path,
         BinaryData content) {
         // Generated convenience method for uploadSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions)
+        return uploadSessionFileWithResponse(agentName, sessionId, path, content, requestOptions)
             .flatMap(FluxUtil::toMono)
             .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
     }
@@ -3770,7 +3769,7 @@ public Mono uploadSessionFile(String agentName, String a
      * The path is resolved relative to the session home directory.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file path to download from the sandbox, relative to the session home directory.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3782,11 +3781,10 @@ public Mono uploadSessionFile(String agentName, String a
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono downloadSessionFile(String agentName, String agentSessionId, String path) {
+    public Mono downloadSessionFile(String agentName, String sessionId, String path) {
         // Generated convenience method for downloadSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions)
-            .flatMap(FluxUtil::toMono);
+        return downloadSessionFileWithResponse(agentName, sessionId, path, requestOptions).flatMap(FluxUtil::toMono);
     }
 
     /**
@@ -3797,7 +3795,7 @@ public Mono downloadSessionFile(String agentName, String agentSessio
      * directory when no path is supplied.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3808,10 +3806,10 @@ public Mono downloadSessionFile(String agentName, String agentSessio
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionFiles(String agentName, String agentSessionId) {
+    public PagedFlux listSessionFiles(String agentName, String sessionId) {
         // Generated convenience method for listSessionFiles
         RequestOptions requestOptions = new RequestOptions();
-        PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
+        PagedFlux pagedFluxResponse = listSessionFiles(agentName, sessionId, requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux> flux = (continuationTokenParam == null)
                 ? pagedFluxResponse.byPage().take(1)
@@ -3834,7 +3832,7 @@ public PagedFlux listSessionFiles(String agentName, Strin
      * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3846,10 +3844,10 @@ public PagedFlux listSessionFiles(String agentName, Strin
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono deleteSessionFile(String agentName, String agentSessionId, String path) {
+    public Mono deleteSessionFile(String agentName, String sessionId, String path) {
         // Generated convenience method for deleteSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
+        return deleteSessionFileWithResponse(agentName, sessionId, path, requestOptions).flatMap(FluxUtil::toMono);
     }
 
     /**
@@ -4072,7 +4070,7 @@ public PagedFlux listSessions(String agentName, Integer li
      * directory when no path is supplied.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
      * not provided.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
@@ -4095,7 +4093,7 @@ public PagedFlux listSessions(String agentName, Integer li
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionFiles(String agentName, String agentSessionId, String path,
+    public PagedFlux listSessionFiles(String agentName, String sessionId, String path,
         Integer limit, PageOrder order, String after, String before) {
         // Generated convenience method for listSessionFiles
         RequestOptions requestOptions = new RequestOptions();
@@ -4114,7 +4112,7 @@ public PagedFlux listSessionFiles(String agentName, Strin
         if (before != null) {
             requestOptions.addQueryParam("before", before, false);
         }
-        PagedFlux pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
+        PagedFlux pagedFluxResponse = listSessionFiles(agentName, sessionId, requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux> flux = (continuationTokenParam == null)
                 ? pagedFluxResponse.byPage().take(1)
@@ -4137,7 +4135,7 @@ public PagedFlux listSessionFiles(String agentName, Strin
      * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
      * not specified by the caller.
@@ -4151,13 +4149,13 @@ public PagedFlux listSessionFiles(String agentName, Strin
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive) {
+    public Mono deleteSessionFile(String agentName, String sessionId, String path, Boolean recursive) {
         // Generated convenience method for deleteSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
         if (recursive != null) {
             requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
         }
-        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
+        return deleteSessionFileWithResponse(agentName, sessionId, path, requestOptions).flatMap(FluxUtil::toMono);
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index e5482da0e712..3644fcb95799 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -2975,7 +2975,7 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      * 

      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The destination file path within the sandbox, relative to the session home directory.
      * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
@@ -2987,10 +2987,9 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Response uploadSessionFileWithResponse(String agentName, String sessionId, String path,
         BinaryData content, RequestOptions requestOptions) {
-        return this.serviceClient.uploadSessionFileWithResponse(agentName, agentSessionId, path, content,
-            requestOptions);
+        return this.serviceClient.uploadSessionFileWithResponse(agentName, sessionId, path, content, requestOptions);
     }
 
     /**
@@ -3057,7 +3056,7 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      * 

      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3068,9 +3067,9 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Response downloadSessionFileWithResponse(String agentName, String sessionId, String path,
         RequestOptions requestOptions) {
-        return this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
+        return this.serviceClient.downloadSessionFileWithResponse(agentName, sessionId, path, requestOptions);
     }
 
     /**
@@ -3185,7 +3184,7 @@ public Response downloadSessionFileWithResponse(String agentName, String a
      * 

      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3195,9 +3194,9 @@ public Response downloadSessionFileWithResponse(String agentName, String a
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessionFiles(String agentName, String agentSessionId,
+    public PagedIterable listSessionFiles(String agentName, String sessionId,
         RequestOptions requestOptions) {
-        return this.serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions);
+        return this.serviceClient.listSessionFiles(agentName, sessionId, requestOptions);
     }
 
     /**
@@ -3215,7 +3214,7 @@ public PagedIterable listSessionFiles(String agentName, String agent
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3226,9 +3225,9 @@ public PagedIterable listSessionFiles(String agentName, String agent
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Response deleteSessionFileWithResponse(String agentName, String sessionId, String path,
         RequestOptions requestOptions) {
-        return this.serviceClient.deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
+        return this.serviceClient.deleteSessionFileWithResponse(agentName, sessionId, path, requestOptions);
     }
 
     /**
@@ -3628,7 +3627,7 @@ public PagedIterable listSessions(String agentName) {
      * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The destination file path within the sandbox, relative to the session home directory.
      * @param content The content parameter.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -3641,11 +3640,11 @@ public PagedIterable listSessions(String agentName) {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path,
+    public SessionFileWriteResult uploadSessionFile(String agentName, String sessionId, String path,
         BinaryData content) {
         // Generated convenience method for uploadSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue()
+        return uploadSessionFileWithResponse(agentName, sessionId, path, content, requestOptions).getValue()
             .toObject(SessionFileWriteResult.class);
     }
 
@@ -3656,7 +3655,7 @@ public SessionFileWriteResult uploadSessionFile(String agentName, String agentSe
      * The path is resolved relative to the session home directory.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file path to download from the sandbox, relative to the session home directory.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3668,10 +3667,10 @@ public SessionFileWriteResult uploadSessionFile(String agentName, String agentSe
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path) {
+    public BinaryData downloadSessionFile(String agentName, String sessionId, String path) {
         // Generated convenience method for downloadSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+        return downloadSessionFileWithResponse(agentName, sessionId, path, requestOptions).getValue();
     }
 
     /**
@@ -3682,7 +3681,7 @@ public BinaryData downloadSessionFile(String agentName, String agentSessionId, S
      * directory when no path is supplied.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3693,10 +3692,10 @@ public BinaryData downloadSessionFile(String agentName, String agentSessionId, S
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessionFiles(String agentName, String agentSessionId) {
+    public PagedIterable listSessionFiles(String agentName, String sessionId) {
         // Generated convenience method for listSessionFiles
         RequestOptions requestOptions = new RequestOptions();
-        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
+        return serviceClient.listSessionFiles(agentName, sessionId, requestOptions)
             .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
     }
 
@@ -3707,7 +3706,7 @@ public PagedIterable listSessionFiles(String agentName, S
      * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -3718,10 +3717,10 @@ public PagedIterable listSessionFiles(String agentName, S
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSessionFile(String agentName, String agentSessionId, String path) {
+    public void deleteSessionFile(String agentName, String sessionId, String path) {
         // Generated convenience method for deleteSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+        deleteSessionFileWithResponse(agentName, sessionId, path, requestOptions).getValue();
     }
 
     /**
@@ -3930,7 +3929,7 @@ public PagedIterable listSessions(String agentName, Intege
      * directory when no path is supplied.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
      * not provided.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
@@ -3953,7 +3952,7 @@ public PagedIterable listSessions(String agentName, Intege
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessionFiles(String agentName, String agentSessionId, String path,
+    public PagedIterable listSessionFiles(String agentName, String sessionId, String path,
         Integer limit, PageOrder order, String after, String before) {
         // Generated convenience method for listSessionFiles
         RequestOptions requestOptions = new RequestOptions();
@@ -3972,7 +3971,7 @@ public PagedIterable listSessionFiles(String agentName, S
         if (before != null) {
             requestOptions.addQueryParam("before", before, false);
         }
-        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
+        return serviceClient.listSessionFiles(agentName, sessionId, requestOptions)
             .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
     }
 
@@ -3983,7 +3982,7 @@ public PagedIterable listSessionFiles(String agentName, S
      * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
      *
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
      * not specified by the caller.
@@ -3996,13 +3995,13 @@ public PagedIterable listSessionFiles(String agentName, S
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive) {
+    public void deleteSessionFile(String agentName, String sessionId, String path, Boolean recursive) {
         // Generated convenience method for deleteSessionFileWithResponse
         RequestOptions requestOptions = new RequestOptions();
         if (recursive != null) {
             requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
         }
-        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+        deleteSessionFileWithResponse(agentName, sessionId, path, requestOptions).getValue();
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
index bc68122f4e28..f649441cb467 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
@@ -643,7 +643,7 @@ Response getSessionLogStreamSync(@HostParam("endpoint") String endpo
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Mono> uploadSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
             @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
@@ -655,7 +655,7 @@ Mono> uploadSessionFile(@HostParam("endpoint") String endpo
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Response uploadSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
             @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
@@ -667,7 +667,7 @@ Response uploadSessionFileSync(@HostParam("endpoint") String endpoin
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Mono> downloadSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
@@ -678,7 +678,7 @@ Mono> downloadSessionFile(@HostParam("endpoint") String end
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Response downloadSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
@@ -689,7 +689,7 @@ Response downloadSessionFileSync(@HostParam("endpoint") String endpo
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Mono> listSessionFiles(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
             RequestOptions requestOptions, Context context);
 
@@ -700,7 +700,7 @@ Mono> listSessionFiles(@HostParam("endpoint") String endpoi
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Response listSessionFilesSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
             RequestOptions requestOptions, Context context);
 
@@ -711,7 +711,7 @@ Response listSessionFilesSync(@HostParam("endpoint") String endpoint
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Mono> deleteSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
             RequestOptions requestOptions, Context context);
 
@@ -722,7 +722,7 @@ Mono> deleteSessionFile(@HostParam("endpoint") String endpoint,
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Response deleteSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String sessionId,
             @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
             RequestOptions requestOptions, Context context);
 
@@ -5420,7 +5420,7 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The destination file path within the sandbox, relative to the session home directory.
      * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
@@ -5432,12 +5432,12 @@ public Response getSessionLogStreamWithResponse(String agentName, St
      * of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> uploadSessionFileWithResponseAsync(String agentName, String agentSessionId,
+    public Mono> uploadSessionFileWithResponseAsync(String agentName, String sessionId,
         String path, BinaryData content, RequestOptions requestOptions) {
         final String contentType = "application/octet-stream";
         final String accept = "application/json";
-        return FluxUtil.withContext(
-            context -> service.uploadSessionFile(this.client.getEndpoint(), agentName, agentSessionId, path,
+        return FluxUtil
+            .withContext(context -> service.uploadSessionFile(this.client.getEndpoint(), agentName, sessionId, path,
                 contentType, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
     }
 
@@ -5466,7 +5466,7 @@ public Mono> uploadSessionFileWithResponseAsync(String agen
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The destination file path within the sandbox, relative to the session home directory.
      * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
@@ -5477,11 +5477,11 @@ public Mono> uploadSessionFileWithResponseAsync(String agen
      * @return response from uploading a file to a session sandbox along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Response uploadSessionFileWithResponse(String agentName, String sessionId, String path,
         BinaryData content, RequestOptions requestOptions) {
         final String contentType = "application/octet-stream";
         final String accept = "application/json";
-        return service.uploadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path, contentType,
+        return service.uploadSessionFileSync(this.client.getEndpoint(), agentName, sessionId, path, contentType,
             this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
     }
 
@@ -5499,7 +5499,7 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -5509,11 +5509,11 @@ public Response uploadSessionFileWithResponse(String agentName, Stri
      * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> downloadSessionFileWithResponseAsync(String agentName, String agentSessionId,
+    public Mono> downloadSessionFileWithResponseAsync(String agentName, String sessionId,
         String path, RequestOptions requestOptions) {
         final String accept = "application/octet-stream";
         return FluxUtil.withContext(context -> service.downloadSessionFile(this.client.getEndpoint(), agentName,
-            agentSessionId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+            sessionId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
@@ -5530,7 +5530,7 @@ public Mono> downloadSessionFileWithResponseAsync(String ag
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -5540,10 +5540,10 @@ public Mono> downloadSessionFileWithResponseAsync(String ag
      * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Response downloadSessionFileWithResponse(String agentName, String sessionId, String path,
         RequestOptions requestOptions) {
         final String accept = "application/octet-stream";
-        return service.downloadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
+        return service.downloadSessionFileSync(this.client.getEndpoint(), agentName, sessionId, path,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
@@ -5589,7 +5589,7 @@ public Response downloadSessionFileWithResponse(String agentName, St
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -5598,11 +5598,11 @@ public Response downloadSessionFileWithResponse(String agentName, St
      * @return the response body along with {@link PagedResponse} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono> listSessionFilesSinglePageAsync(String agentName, String agentSessionId,
+    private Mono> listSessionFilesSinglePageAsync(String agentName, String sessionId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil
-            .withContext(context -> service.listSessionFiles(this.client.getEndpoint(), agentName, agentSessionId,
+            .withContext(context -> service.listSessionFiles(this.client.getEndpoint(), agentName, sessionId,
                 this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
             .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
                 getValues(res.getValue(), "entries"), null, null));
@@ -5650,7 +5650,7 @@ private Mono> listSessionFilesSinglePageAsync(String a
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -5659,9 +5659,9 @@ private Mono> listSessionFilesSinglePageAsync(String a
      * @return the paginated response with {@link PagedFlux}.
      */
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux listSessionFilesAsync(String agentName, String agentSessionId,
+    public PagedFlux listSessionFilesAsync(String agentName, String sessionId,
         RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listSessionFilesSinglePageAsync(agentName, agentSessionId, requestOptions));
+        return new PagedFlux<>(() -> listSessionFilesSinglePageAsync(agentName, sessionId, requestOptions));
     }
 
     /**
@@ -5706,7 +5706,7 @@ public PagedFlux listSessionFilesAsync(String agentName, String agen
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -5715,10 +5715,10 @@ public PagedFlux listSessionFilesAsync(String agentName, String agen
      * @return the response body along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse listSessionFilesSinglePage(String agentName, String agentSessionId,
+    private PagedResponse listSessionFilesSinglePage(String agentName, String sessionId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
-        Response res = service.listSessionFilesSync(this.client.getEndpoint(), agentName, agentSessionId,
+        Response res = service.listSessionFilesSync(this.client.getEndpoint(), agentName, sessionId,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
         return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
             getValues(res.getValue(), "entries"), null, null);
@@ -5766,7 +5766,7 @@ private PagedResponse listSessionFilesSinglePage(String agentName, S
      * 

      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -5775,9 +5775,9 @@ private PagedResponse listSessionFilesSinglePage(String agentName, S
      * @return the paginated response with {@link PagedIterable}.
      */
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable listSessionFiles(String agentName, String agentSessionId,
+    public PagedIterable listSessionFiles(String agentName, String sessionId,
         RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listSessionFilesSinglePage(agentName, agentSessionId, requestOptions));
+        return new PagedIterable<>(() -> listSessionFilesSinglePage(agentName, sessionId, requestOptions));
     }
 
     /**
@@ -5795,7 +5795,7 @@ public PagedIterable listSessionFiles(String agentName, String agent
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -5805,10 +5805,10 @@ public PagedIterable listSessionFiles(String agentName, String agent
      * @return the {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono> deleteSessionFileWithResponseAsync(String agentName, String agentSessionId, String path,
+    public Mono> deleteSessionFileWithResponseAsync(String agentName, String sessionId, String path,
         RequestOptions requestOptions) {
         return FluxUtil.withContext(context -> service.deleteSessionFile(this.client.getEndpoint(), agentName,
-            agentSessionId, path, this.client.getServiceVersion().getVersion(), requestOptions, context));
+            sessionId, path, this.client.getServiceVersion().getVersion(), requestOptions, context));
     }
 
     /**
@@ -5826,7 +5826,7 @@ public Mono> deleteSessionFileWithResponseAsync(String agentName,
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * 
      * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
+     * @param sessionId The session ID.
      * @param path The file or directory path to delete, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
@@ -5836,9 +5836,9 @@ public Mono> deleteSessionFileWithResponseAsync(String agentName,
      * @return the {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+    public Response deleteSessionFileWithResponse(String agentName, String sessionId, String path,
         RequestOptions requestOptions) {
-        return service.deleteSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
+        return service.deleteSessionFileSync(this.client.getEndpoint(), agentName, sessionId, path,
             this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
deleted file mode 100644
index 408017e75b22..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
+++ /dev/null
@@ -1,144 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * A built-in tool that schedules the agent to re-invoke itself after a delay.
- * The model passes a single `minutes` argument (positive integer) when calling
- * this tool. The service creates a one-shot timer routine that fires after the
- * specified delay and re-invokes the agent on the same conversation thread.
- * No pre-created routine is required.
- */
-@Fluent
-public final class ReminderPreviewTool extends Tool {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private ToolType type = ToolType.REMINDER_PREVIEW;
-
-    /*
-     * Optional user-defined name for this tool or configuration.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Optional user-defined description for this tool or configuration.
-     */
-    @Generated
-    private String description;
-
-    /**
-     * Creates an instance of ReminderPreviewTool class.
-     */
-    @Generated
-    public ReminderPreviewTool() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public ToolType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Set the name property: Optional user-defined name for this tool or configuration.
-     *
-     * @param name the name value to set.
-     * @return the ReminderPreviewTool object itself.
-     */
-    @Generated
-    public ReminderPreviewTool setName(String name) {
-        this.name = name;
-        return this;
-    }
-
-    /**
-     * Get the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: Optional user-defined description for this tool or configuration.
-     *
-     * @param description the description value to set.
-     * @return the ReminderPreviewTool object itself.
-     */
-    @Generated
-    public ReminderPreviewTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("description", this.description);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of ReminderPreviewTool from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of ReminderPreviewTool if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the ReminderPreviewTool.
-     */
-    @Generated
-    public static ReminderPreviewTool fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            ReminderPreviewTool deserializedReminderPreviewTool = new ReminderPreviewTool();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedReminderPreviewTool.type = ToolType.fromString(reader.getString());
-                } else if ("name".equals(fieldName)) {
-                    deserializedReminderPreviewTool.name = reader.getString();
-                } else if ("description".equals(fieldName)) {
-                    deserializedReminderPreviewTool.description = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedReminderPreviewTool;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index ac75a6b4f473..25c902b030b4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -103,8 +103,6 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                     return FabricIqPreviewTool.fromJson(readerToUse.reset());
                 } else if ("memory_search_preview".equals(discriminatorValue)) {
                     return MemorySearchPreviewTool.fromJson(readerToUse.reset());
-                } else if ("reminder_preview".equals(discriminatorValue)) {
-                    return ReminderPreviewTool.fromJson(readerToUse.reset());
                 } else if ("code_interpreter".equals(discriminatorValue)) {
                     return CodeInterpreterTool.fromJson(readerToUse.reset());
                 } else if ("file_search".equals(discriminatorValue)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index 5ff094c3e342..e5555f9cd88f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -211,12 +211,6 @@ public static Collection values() {
     @Generated
     public static final ToolType TOOL_SEARCH = fromString("tool_search");
 
-    /**
-     * Static value reminder_preview for ToolType.
-     */
-    @Generated
-    public static final ToolType REMINDER_PREVIEW = fromString("reminder_preview");
-
     /**
      * Static value fabric_dataagent_preview for ToolType.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index b9b975b87b8d..c88d0a66bf9b 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"da7fbf30f7b5","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsAsyncClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsAsyncClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCode":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.a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\ No newline at end of file
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om/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 3d8293c5d62a..b37edd33f0c3 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: b738a66710bed79f901430ac78d9f2d9fcd16e78
+commit: e6dec829ce0b865df63c70ecb54eda38053fb7e0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 919796d54efe..c31f9653e741 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: b738a66710bed79f901430ac78d9f2d9fcd16e78
+commit: e6dec829ce0b865df63c70ecb54eda38053fb7e0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From abcc8f5543d766d0a632e55a12f1e24202224ce6 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 10:58:46 +0200
Subject: [PATCH 37/45] added convenience method for code agents

---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |  1 +
 .../azure/ai/agents/AgentsAsyncClient.java    | 42 +++++++++++++
 .../com/azure/ai/agents/AgentsClient.java     | 40 ++++++++++++
 .../implementation/utils/FileUtils.java       | 24 +++++++
 .../hostedagents/CodeAgentAsyncSample.java    | 20 +++---
 .../agents/hostedagents/CodeAgentSample.java  | 13 ++--
 .../utils/CodeAgentSampleUtils.java           | 44 ++-----------
 .../hostedagents/CodeAgentSamplesTests.java   | 62 +++++--------------
 8 files changed, 143 insertions(+), 103 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 6ca0f9bb0a56..c2f496ee43d8 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -5,6 +5,7 @@
 ### Features Added
 
 - Added convenience methods on `AgentsClient` and `AgentsAsyncClient` to read and write hosted-agent files directly from and to disk using a `String` file path. `downloadAgentCode`, `downloadAgentCodeWithResponse`, and `downloadSessionFileWithResponse` write the downloaded content to the supplied path and accept an optional `overwrite` flag; when the flag is omitted the operation fails if a file already exists at the destination. `uploadSessionFileWithResponse` and the new `CodeFileDetails(String)` constructor read the upload content from a `String` file path.
+- Added a flattened convenience overload `createAgentVersionFromCode(String, HostedAgentDefinition, CodeFileDetails, String, Map)` on `AgentsClient` and `AgentsAsyncClient`. It accepts the hosted-agent definition, code zip, description, and metadata directly instead of a nested `CreateAgentVersionFromCodeContent`, and computes the required `x-ms-code-zip-sha256` value from the code automatically.
 - Added `deleteMemory(String, String)` to `BetaMemoryStoresClient` and `BetaMemoryStoresAsyncClient` for deleting an individual memory item from a memory store.
 - Added `ToolboxesClient` and `ToolboxesAsyncClient` have been moved from `beta` to GA.
 - Added a toolbox-specific tool model hierarchy for toolbox versions, including `ToolboxTool`, `ToolboxToolType`, and related `*ToolboxTool` classes such as `CodeInterpreterToolboxTool`, `OpenApiToolboxTool`, and `ToolboxSearchPreviewToolboxTool`.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index 7accd69f1fb1..2769e4844994 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -23,8 +23,11 @@
 import com.azure.ai.agents.models.AgentKind;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.CodeFileDetails;
 import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
+import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.HostedAgentDefinition;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.SessionDirectoryEntry;
 import com.azure.ai.agents.models.SessionFileWriteResult;
@@ -3477,6 +3480,45 @@ public Mono createAgentVersionFromCode(String agentName, St
                 .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class));
     }
 
+    /**
+     * Create a new code-based hosted agent version.
+     *
+     * 
This convenience overload flattens the request: instead of assembling a
+     * {@link CreateAgentVersionFromCodeContent} that wraps a {@link CreateAgentVersionFromCodeMetadata}, the caller
+     * passes the {@link HostedAgentDefinition} and code zip directly. The required {@code x-ms-code-zip-sha256} value
+     * is computed from {@code code} automatically.

+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the
+     * agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param definition The hosted agent definition, including {@code code_configuration}, {@code cpu},
+     * {@code memory}, and {@code protocol_versions}.
+     * @param code The code zip file to upload (max 250 MB).
+     * @param description An optional human-readable description of the agent. May be {@code null}.
+     * @param metadata An optional set of key-value pairs to attach to the agent version. May be {@code null}. Keys
+     * are strings with a maximum length of 64 characters and values are strings with a maximum length of 512
+     * characters.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the created agent version on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono createAgentVersionFromCode(String agentName, HostedAgentDefinition definition,
+        CodeFileDetails code, String description, Map metadata) {
+        return Mono.defer(() -> {
+            CreateAgentVersionFromCodeMetadata versionMetadata
+                = new CreateAgentVersionFromCodeMetadata(definition).setDescription(description).setMetadata(metadata);
+            CreateAgentVersionFromCodeContent content = new CreateAgentVersionFromCodeContent(versionMetadata, code);
+            return createAgentVersionFromCode(agentName, FileUtils.computeSha256(code.getContent()), content);
+        });
+    }
+
     /**
      * Download agent code
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 3644fcb95799..a254bbb6ec49 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -23,8 +23,11 @@
 import com.azure.ai.agents.models.AgentKind;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.CodeFileDetails;
 import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
+import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.HostedAgentDefinition;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.SessionDirectoryEntry;
 import com.azure.ai.agents.models.SessionFileWriteResult;
@@ -3379,6 +3382,43 @@ public AgentVersionDetails createAgentVersionFromCode(String agentName, String c
             requestOptions).getValue().toObject(AgentVersionDetails.class);
     }
 
+    /**
+     * Create a new code-based hosted agent version.
+     *
+     * 
This convenience overload flattens the request: instead of assembling a
+     * {@link CreateAgentVersionFromCodeContent} that wraps a {@link CreateAgentVersionFromCodeMetadata}, the caller
+     * passes the {@link HostedAgentDefinition} and code zip directly. The required {@code x-ms-code-zip-sha256} value
+     * is computed from {@code code} automatically.

+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the
+     * agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param definition The hosted agent definition, including {@code code_configuration}, {@code cpu},
+     * {@code memory}, and {@code protocol_versions}.
+     * @param code The code zip file to upload (max 250 MB).
+     * @param description An optional human-readable description of the agent. May be {@code null}.
+     * @param metadata An optional set of key-value pairs to attach to the agent version. May be {@code null}. Keys
+     * are strings with a maximum length of 64 characters and values are strings with a maximum length of 512
+     * characters.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the created agent version.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentVersionDetails createAgentVersionFromCode(String agentName, HostedAgentDefinition definition,
+        CodeFileDetails code, String description, Map metadata) {
+        CreateAgentVersionFromCodeMetadata versionMetadata
+            = new CreateAgentVersionFromCodeMetadata(definition).setDescription(description).setMetadata(metadata);
+        CreateAgentVersionFromCodeContent content = new CreateAgentVersionFromCodeContent(versionMetadata, code);
+        return createAgentVersionFromCode(agentName, FileUtils.computeSha256(code.getContent()), content);
+    }
+
     /**
      * Download agent code
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java
index dcb2799d0df9..d0a6ec26304d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/utils/FileUtils.java
@@ -16,6 +16,8 @@
 import java.nio.file.OpenOption;
 import java.nio.file.Paths;
 import java.nio.file.StandardOpenOption;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
 
 /**
  * Internal utilities for file operations.
@@ -108,4 +110,26 @@ private static OpenOption[] openOptions(boolean overwrite) {
                 StandardOpenOption.WRITE }
             : new OpenOption[] { StandardOpenOption.CREATE_NEW, StandardOpenOption.WRITE };
     }
+
+    /**
+     * Computes the lowercase hex-encoded SHA-256 digest of the given binary content.
+     *
+     * 
The content is fully read in order to compute the digest.

+     *
+     * @param content the binary content to hash.
+     * @return the lowercase hex-encoded SHA-256 digest of {@code content}.
+     */
+    public static String computeSha256(BinaryData content) {
+        try {
+            byte[] hash = MessageDigest.getInstance("SHA-256").digest(content.toBytes());
+            StringBuilder builder = new StringBuilder(hash.length * 2);
+            for (byte value : hash) {
+                builder.append(Character.forDigit((value >> 4) & 0xF, 16));
+                builder.append(Character.forDigit(value & 0xF, 16));
+            }
+            return builder.toString();
+        } catch (NoSuchAlgorithmException e) {
+            throw new IllegalStateException("SHA-256 is not available.", e);
+        }
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
index 09f5809d504c..091da2cb0115 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
@@ -13,7 +13,6 @@
 import reactor.core.publisher.Mono;
 import reactor.core.scheduler.Schedulers;
 
-import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.time.Duration;
@@ -38,19 +37,14 @@ public static void main(String[] args) {
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
             .then(Mono.fromCallable(CodeAgentSampleUtils::createCodeZip).subscribeOn(Schedulers.boundedElastic()))
             .flatMap(codeZipPath -> {
-                String codeZipSha256;
-                try {
-                    codeZipSha256 = CodeAgentSampleUtils.sha256(codeZipPath);
-                } catch (IOException e) {
-                    return Mono.error(e);
-                }
-
                 // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode_initial
 
                 return agentsAsyncClient.createAgentVersionFromCode(
                     agentName,
-                    codeZipSha256,
-                    CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath))
+                    CodeAgentSampleUtils.createHostedAgentDefinition(),
+                    CodeAgentSampleUtils.createCodeFileDetails(codeZipPath),
+                    CodeAgentSampleUtils.SAMPLE_DESCRIPTION,
+                    CodeAgentSampleUtils.sampleMetadata())
                     .doOnNext(version -> {
                         System.out.printf("Created code-based agent: %s%n", version.getName());
                         CodeAgentSampleUtils.printLatestVersion(version);
@@ -67,8 +61,10 @@ public static void main(String[] args) {
 
                     .then(agentsAsyncClient.createAgentVersionFromCode(
                         agentName,
-                        codeZipSha256,
-                        CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath)))
+                        CodeAgentSampleUtils.createHostedAgentDefinition(),
+                        CodeAgentSampleUtils.createCodeFileDetails(codeZipPath),
+                        CodeAgentSampleUtils.SAMPLE_DESCRIPTION,
+                        CodeAgentSampleUtils.sampleMetadata()))
                     .doOnNext(newVersion -> {
                         System.out.printf("Created code-based agent version: %s%n", newVersion.getVersion());
                         CodeAgentSampleUtils.printLatestVersion(newVersion);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
index 8bdd382581f4..a9829ca74cb8 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
@@ -42,12 +42,13 @@ public static void main(String[] args) throws IOException {
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.createAgentVersionFromCode_initial
 
             Path codeZipPath = CodeAgentSampleUtils.createCodeZip();
-            String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZipPath);
 
             AgentVersionDetails version = agentsClient.createAgentVersionFromCode(
                 agentName,
-                codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath));
+                CodeAgentSampleUtils.createHostedAgentDefinition(),
+                CodeAgentSampleUtils.createCodeFileDetails(codeZipPath),
+                CodeAgentSampleUtils.SAMPLE_DESCRIPTION,
+                CodeAgentSampleUtils.sampleMetadata());
 
             System.out.printf("Created code-based agent: %s%n", version.getName());
             CodeAgentSampleUtils.printLatestVersion(version);
@@ -65,8 +66,10 @@ public static void main(String[] args) throws IOException {
 
             AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(
                 agentName,
-                codeZipSha256,
-                CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZipPath));
+                CodeAgentSampleUtils.createHostedAgentDefinition(),
+                CodeAgentSampleUtils.createCodeFileDetails(codeZipPath),
+                CodeAgentSampleUtils.SAMPLE_DESCRIPTION,
+                CodeAgentSampleUtils.sampleMetadata());
 
             System.out.printf("Created code-based agent version: %s%n", newVersion.getVersion());
             CodeAgentSampleUtils.printLatestVersion(newVersion);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
index cd7239be1a26..b652cd748001 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
@@ -9,17 +9,12 @@
 import com.azure.ai.agents.models.CodeConfiguration;
 import com.azure.ai.agents.models.CodeDependencyResolution;
 import com.azure.ai.agents.models.CodeFileDetails;
-import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
-import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.ai.agents.models.HostedAgentDefinition;
 import com.azure.ai.agents.models.ProtocolVersionRecord;
 
 import java.io.IOException;
-import java.io.InputStream;
 import java.nio.file.Files;
 import java.nio.file.Path;
-import java.security.MessageDigest;
-import java.security.NoSuchAlgorithmException;
 import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
@@ -29,16 +24,13 @@
 
 public final class CodeAgentSampleUtils {
     public static final String SAMPLE_AGENT_NAME = "java-code-agent-sample";
+    public static final String SAMPLE_DESCRIPTION
+        = "Code-based hosted agent sample created by the Azure AI Agents Java SDK.";
     private static final String CODE_AGENT_ASSETS_PATH = "assets/";
-    private static final int READ_BUFFER_SIZE = 8192;
 
     private CodeAgentSampleUtils() {
     }
 
-    public static CreateAgentVersionFromCodeContent createAgentVersionFromCodeContent(Path codeZipPath) {
-        return new CreateAgentVersionFromCodeContent(createMetadata(), createCodeFileDetails(codeZipPath));
-    }
-
     public static Path createCodeZip() throws IOException {
         Path codeZipPath = Files.createTempFile("responses-echo-agent-", ".zip");
         try (ZipOutputStream zipOutputStream = new ZipOutputStream(Files.newOutputStream(codeZipPath))) {
@@ -49,27 +41,6 @@ public static Path createCodeZip() throws IOException {
         return codeZipPath;
     }
 
-    public static String sha256(Path filePath) throws IOException {
-        try {
-            MessageDigest digest = MessageDigest.getInstance("SHA-256");
-            byte[] buffer = new byte[READ_BUFFER_SIZE];
-            try (InputStream inputStream = Files.newInputStream(filePath)) {
-                int bytesRead;
-                while ((bytesRead = inputStream.read(buffer)) != -1) {
-                    digest.update(buffer, 0, bytesRead);
-                }
-            }
-            byte[] hash = digest.digest();
-            StringBuilder builder = new StringBuilder(hash.length * 2);
-            for (byte value : hash) {
-                builder.append(String.format("%02x", value));
-            }
-            return builder.toString();
-        } catch (NoSuchAlgorithmException e) {
-            throw new RuntimeException("SHA-256 is not available.", e);
-        }
-    }
-
     public static void printLatestVersion(AgentVersionDetails version) {
         System.out.printf("Agent version: %s%n", version.getVersion());
         System.out.printf("Status: %s%n", version.getStatus());
@@ -81,16 +52,13 @@ public static void printLatestVersion(AgentVersionDetails version) {
         }
     }
 
-    private static CreateAgentVersionFromCodeMetadata createMetadata() {
+    public static Map sampleMetadata() {
         Map metadata = new HashMap<>();
         metadata.put("sample", "code-agent");
-
-        return new CreateAgentVersionFromCodeMetadata(createHostedAgentDefinition())
-            .setDescription("Code-based hosted agent sample created by the Azure AI Agents Java SDK.")
-            .setMetadata(metadata);
+        return metadata;
     }
 
-    private static HostedAgentDefinition createHostedAgentDefinition() {
+    public static HostedAgentDefinition createHostedAgentDefinition() {
         return new HostedAgentDefinition("0.5", "1Gi")
             .setCodeConfiguration(new CodeConfiguration(
                 "python_3_13",
@@ -100,7 +68,7 @@ private static HostedAgentDefinition createHostedAgentDefinition() {
                 new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
     }
 
-    private static CodeFileDetails createCodeFileDetails(Path codeZipPath) {
+    public static CodeFileDetails createCodeFileDetails(Path codeZipPath) {
         return new CodeFileDetails(codeZipPath.toString())
             .setFilename("responses-echo-agent.zip")
             .setContentType("application/zip");
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
index 0aad7298487a..89ea3ced0075 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
@@ -13,8 +13,6 @@
 import com.azure.ai.agents.models.CodeConfiguration;
 import com.azure.ai.agents.models.CodeDependencyResolution;
 import com.azure.ai.agents.models.CodeFileDetails;
-import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
-import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.ai.agents.models.HostedAgentDefinition;
 import com.azure.ai.agents.models.ProtocolVersionRecord;
 import com.azure.core.exception.ResourceNotFoundException;
@@ -30,11 +28,8 @@
 import reactor.test.StepVerifier;
 
 import java.io.IOException;
-import java.io.InputStream;
 import java.nio.file.Files;
 import java.nio.file.Path;
-import java.security.MessageDigest;
-import java.security.NoSuchAlgorithmException;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
@@ -52,8 +47,9 @@
 public class CodeAgentSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
     private static final String TEST_AGENT_NAME = "java-code-agent-test";
+    private static final String TEST_DESCRIPTION
+        = "Code-based hosted agent test created by the Azure AI Agents Java SDK.";
     private static final String CODE_AGENT_ASSETS_PATH = "assets/";
-    private static final int READ_BUFFER_SIZE = 8192;
 
     static Stream getTestParameters() {
         List argumentsList = new ArrayList<>();
@@ -77,10 +73,9 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
 
         try {
             Path codeZipPath = createCodeZip();
-            String codeZipSha256 = sha256(codeZipPath);
 
-            AgentVersionDetails version = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                createAgentVersionFromCodeContent(codeZipPath));
+            AgentVersionDetails version = agentsClient.createAgentVersionFromCode(agentName,
+                createHostedAgentDefinition(), createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata());
             Assertions.assertNotNull(version);
             Assertions.assertEquals(agentName, version.getName());
             Assertions.assertNotNull(version.getVersion());
@@ -89,8 +84,8 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
             agentsClient.downloadAgentCodeWithResponse(agentName, downloadPath.toString(), new RequestOptions());
             Assertions.assertTrue(Files.size(downloadPath) > 0);
 
-            AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                createAgentVersionFromCodeContent(codeZipPath));
+            AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(agentName,
+                createHostedAgentDefinition(), createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata());
             Assertions.assertNotNull(newVersion);
             Assertions.assertEquals(agentName, newVersion.getName());
             Assertions.assertNotNull(newVersion.getVersion());
@@ -111,13 +106,12 @@ public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion ser
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
         String agentName = TEST_AGENT_NAME + "-async";
         Path codeZipPath = createCodeZip();
-        String codeZipSha256 = sha256(codeZipPath);
         Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
 
         Mono testFlow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
-            .then(agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                createAgentVersionFromCodeContent(codeZipPath)))
+            .then(agentsAsyncClient.createAgentVersionFromCode(agentName, createHostedAgentDefinition(),
+                createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata()))
             .flatMap(version -> {
                 Assertions.assertNotNull(version);
                 Assertions.assertEquals(agentName, version.getName());
@@ -131,8 +125,8 @@ public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion ser
                 return downloadPath;
             }))
             .flatMap(ignored -> {
-                return agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
-                    createAgentVersionFromCodeContent(codeZipPath));
+                return agentsAsyncClient.createAgentVersionFromCode(agentName, createHostedAgentDefinition(),
+                    createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata());
             })
             .doOnNext(newVersion -> {
                 Assertions.assertNotNull(newVersion);
@@ -144,8 +138,10 @@ public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion ser
         StepVerifier.create(testFlow).verifyComplete();
     }
 
-    private static CreateAgentVersionFromCodeContent createAgentVersionFromCodeContent(Path codeZipPath) {
-        return new CreateAgentVersionFromCodeContent(createMetadata(), createCodeFileDetails(codeZipPath));
+    private static Map testMetadata() {
+        Map metadata = new HashMap<>();
+        metadata.put("test", "code-agent");
+        return metadata;
     }
 
     private static Path createCodeZip() throws IOException {
@@ -158,36 +154,6 @@ private static Path createCodeZip() throws IOException {
         return codeZipPath;
     }
 
-    private static String sha256(Path filePath) throws IOException {
-        try {
-            MessageDigest digest = MessageDigest.getInstance("SHA-256");
-            byte[] buffer = new byte[READ_BUFFER_SIZE];
-            try (InputStream inputStream = Files.newInputStream(filePath)) {
-                int bytesRead;
-                while ((bytesRead = inputStream.read(buffer)) != -1) {
-                    digest.update(buffer, 0, bytesRead);
-                }
-            }
-            byte[] hash = digest.digest();
-            StringBuilder builder = new StringBuilder(hash.length * 2);
-            for (byte value : hash) {
-                builder.append(String.format("%02x", value));
-            }
-            return builder.toString();
-        } catch (NoSuchAlgorithmException e) {
-            throw new RuntimeException("SHA-256 is not available.", e);
-        }
-    }
-
-    private static CreateAgentVersionFromCodeMetadata createMetadata() {
-        Map metadata = new HashMap<>();
-        metadata.put("test", "code-agent");
-
-        return new CreateAgentVersionFromCodeMetadata(createHostedAgentDefinition())
-            .setDescription("Code-based hosted agent test created by the Azure AI Agents Java SDK.")
-            .setMetadata(metadata);
-    }
-
     private static HostedAgentDefinition createHostedAgentDefinition() {
         return new HostedAgentDefinition("0.5", "1Gi")
             .setCodeConfiguration(new CodeConfiguration("python_3_13", Arrays.asList("python", "main.py"),

From d3ebc61132c1b995dacb4c3b0447530ca7cbe9cf Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 11:05:27 +0200
Subject: [PATCH 38/45] Unit tests for sha util

---
 .../agents/implementation/FileUtilsTest.java  | 63 +++++++++++++++++++
 1 file changed, 63 insertions(+)

diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
index 2ad94c56c767..96b7c724d5a2 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
@@ -80,4 +80,67 @@ public void writeToFileOverwritesExistingFileWhenOverwriteEnabled() throws IOExc
         Assertions.assertEquals("updated content",
             new String(Files.readAllBytes(destinationFile), StandardCharsets.UTF_8));
     }
+
+    @Test
+    public void computeSha256MatchesKnownVectorForAbc() {
+        // SHA-256("abc") standard test vector.
+        Assertions.assertEquals("ba7816bf8f01cfea414140de5dae2223b00361a396177a9cb410ff61f20015ad",
+            FileUtils.computeSha256(BinaryData.fromString("abc")));
+    }
+
+    @Test
+    public void computeSha256MatchesKnownVectorForEmptyContent() {
+        // SHA-256("") standard test vector.
+        Assertions.assertEquals("e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+            FileUtils.computeSha256(BinaryData.fromBytes(new byte[0])));
+    }
+
+    @Test
+    public void computeSha256ReturnsLowercaseHexDigestOf64Characters() {
+        String hash = FileUtils.computeSha256(BinaryData.fromString("some code content"));
+
+        Assertions.assertTrue(hash.matches("[0-9a-f]{64}"),
+            "Expected a 64-character lowercase hex digest but was: " + hash);
+    }
+
+    @Test
+    public void computeSha256IsConsistentAcrossBinaryDataSources() throws IOException {
+        String text = "code-zip-content";
+        Path file = Files.write(temporaryDirectory.resolve("code.zip"), text.getBytes(StandardCharsets.UTF_8));
+
+        String fromBytes = FileUtils.computeSha256(BinaryData.fromBytes(text.getBytes(StandardCharsets.UTF_8)));
+        String fromString = FileUtils.computeSha256(BinaryData.fromString(text));
+        String fromFile = FileUtils.computeSha256(BinaryData.fromFile(file));
+
+        Assertions.assertEquals(fromBytes, fromString);
+        Assertions.assertEquals(fromBytes, fromFile);
+    }
+
+    @Test
+    public void computeSha256HashesFileBackedBinaryContent() throws IOException {
+        // Mimics the real code-zip path: bytes with all values (incl. > 0x7f) read from disk via BinaryData.fromFile.
+        byte[] binaryContent = new byte[256];
+        for (int i = 0; i < binaryContent.length; i++) {
+            binaryContent[i] = (byte) i;
+        }
+        Path file = Files.write(temporaryDirectory.resolve("binary.zip"), binaryContent);
+
+        Assertions.assertEquals(FileUtils.computeSha256(BinaryData.fromBytes(binaryContent)),
+            FileUtils.computeSha256(BinaryData.fromFile(file)));
+    }
+
+    @Test
+    public void computeSha256IsRepeatableForFileBackedContent() throws IOException {
+        // The client hashes the content and then re-reads it for upload, so hashing must be replayable/stable.
+        byte[] bytes = "repeatable".getBytes(StandardCharsets.UTF_8);
+        BinaryData content = BinaryData.fromFile(Files.write(temporaryDirectory.resolve("repeat.zip"), bytes));
+
+        Assertions.assertEquals(FileUtils.computeSha256(content), FileUtils.computeSha256(content));
+    }
+
+    @Test
+    public void computeSha256DiffersForDifferentContent() {
+        Assertions.assertNotEquals(FileUtils.computeSha256(BinaryData.fromString("content-a")),
+            FileUtils.computeSha256(BinaryData.fromString("content-b")));
+    }
 }

From 685096fd28f8c6b23f343773f3cd82b9acd1824b Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 11:13:14 +0200
Subject: [PATCH 39/45] Latest spec commit

---
 .../src/main/resources/META-INF/azure-ai-agents_metadata.json   | 2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml                        | 2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml                      | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index c88d0a66bf9b..c6659c687318 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"f722e1fad736","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getSession":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.getSessionWithResponse":"Azure.AI.Projects.Agents.getSession","com.azure.ai.agents.AgentsAsyncClient.listAgentConversations":"Azure.AI.Projects.Conversations.listConversations","com.azure.ai.agents.AgentsAsyncClient.listAgentVersions":"Azure.AI.Projects.Agents.listAgentVersions","com.azure.ai.agents.AgentsAsyncClient.listAgents":"Azure.AI.Projects.Agents.listAgents","com.azure.ai.agents.AgentsAsyncClient.listSessionFiles":"Azure.AI.Projects.AgentSessionFiles.listSessionFiles","com.azure.ai.agents.AgentsAsyncClient.listSessions":"Azure.AI.Projects.Agents.listSessions","com.azure.ai.agents.AgentsAsyncClient.stopSession":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.stopSessionWithResponse":"Azure.AI.Projects.Agents.stopSession","com.azure.ai.agents.AgentsAsyncClient.updateAgent":"Azure.AI.Projects.Agents.updateAgent","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetails":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentDetailsWithResponse":"Azure.AI.Projects.Agents.patchAgentObject","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCode":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.updateAgentFromCodeWithResponse":"Azure.AI.Projects.Agents.updateAgentFromCode","com.azure.ai.a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ageGenActionEnum.java","src/main/java/com/azure/ai/agents/models/ImageGenTool.java","src/main/java/com/azure/ai/agents/models/ImageGenToolBackground.java","src/main/java/com/azure/ai/agents/models/ImageGenToolInputImageMask.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModel.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModeration.java","src/main/java/com/azure/ai/agents/models/ImageGenToolOutputFormat.java","src/main/java/com/azure/ai/agents/models/ImageGenToolQuality.java","src/main/java/com/azure/ai/agents/models/ImageGenToolSize.java","src/main/java/com/azure/ai/agents/models/IncludeEnum.java","src/main/java/com/azure/ai/agents/models/InlineSkillParameter.java","src/main/java/com/azure/ai/agents/models/InlineSkillSourceParameter.java","src/main/java/com/azure/ai/agents/models/InputFidelity.java","src/main/java/com/azure/ai/agents/models/InvocationsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/InvocationsWsProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/JobStatus.java","src/main/java/com/azure/ai/agents/models/ListMemoriesOptions.java","src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java","src/main/java/com/azure/ai/agents/models/LocalSkillParameter.java","src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java","src/main/java/com/azure/ai/agents/models/McpProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/McpTool.java","src/main/java/com/azure/ai/agents/models/McpToolConnectorId.java","src/main/java/com/azure/ai/agents/models/McpToolFilter.java","src/main/java/com/azure/ai/agents/models/McpToolRequireApproval.java","src/main/java/com/azure/ai/agents/models/McpToolboxTool.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCallOutput.java","src/main/java/com/azure/ai/agents/models/MemoryItem.java","src/main/java/com/azure/ai/agents/models/MemoryItemKind.java","src/main/java/com/azure/ai/agents/models/MemoryOperation.java","src/main/java/com/azure/ai/agents/models/MemoryOperationKind.java","src/main/java/com/azure/ai/agents/models/MemorySearchItem.java","src/main/java/com/azure/ai/agents/models/MemorySearchOptions.java","src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/MemorySearchToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultOptions.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDetails.java","src/main/java/com/azure/ai/agents/models/MemoryStoreKind.java","src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java","src/main/java/com/azure/ai/agents/models/MemoryStoreOperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceTool.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OpenApiToolboxTool.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponsesProtocolConfiguration.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index b37edd33f0c3..7e1a9602db62 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: e6dec829ce0b865df63c70ecb54eda38053fb7e0
+commit: 62bc8acf6913a59f25beb61ff4c1b943f45cf3c0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index c31f9653e741..93e4ae530db5 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: e6dec829ce0b865df63c70ecb54eda38053fb7e0
+commit: 62bc8acf6913a59f25beb61ff4c1b943f45cf3c0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From b48506489a6d7c5db2b088f82174f1e7559dbe0e Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 13:02:31 +0200
Subject: [PATCH 40/45] tests

---
 sdk/ai/azure-ai-agents/revapi.json            |  2 +-
 .../agents/implementation/FileUtilsTest.java  | 21 +++++++++++++++++++
 2 files changed, 22 insertions(+), 1 deletion(-)

diff --git a/sdk/ai/azure-ai-agents/revapi.json b/sdk/ai/azure-ai-agents/revapi.json
index 98f53db29a3a..7a5cd3139cd2 100644
--- a/sdk/ai/azure-ai-agents/revapi.json
+++ b/sdk/ai/azure-ai-agents/revapi.json
@@ -8,7 +8,7 @@
           "code": "java.method.numberOfParametersChanged",
           "old": {
             "matcher": "regex",
-            "match": "method .* com\\.azure\\.ai\\.agents\\.Agents(Async)?Client::(createSession|deleteSession|downloadAgentCode|getSession|listAgentVersions|listSessions)\\(.*\\)"
+            "match": "method .* com\\.azure\\.ai\\.agents\\.Agents(Async)?Client::(createAgentVersionFromCode|createSession|deleteSession|downloadAgentCode|getSession|listAgentVersions|listSessions)\\(.*\\)"
           },
           "justification": "Breaking change in beta operation: session and hosted-agent code methods no longer expose AgentDefinitionOptInKeys. The opt-in key is now sent implicitly and userIsolationKey/agentVersion are the public parameters."
         },
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
index 96b7c724d5a2..1378da14b610 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/FileUtilsTest.java
@@ -143,4 +143,25 @@ public void computeSha256DiffersForDifferentContent() {
         Assertions.assertNotEquals(FileUtils.computeSha256(BinaryData.fromString("content-a")),
             FileUtils.computeSha256(BinaryData.fromString("content-b")));
     }
+
+    @Test
+    public void writeToFileFailsWhenDestinationIsADirectory() throws IOException {
+        Path directoryDestination = Files.createDirectory(temporaryDirectory.resolve("dir-destination"));
+
+        // Passing a directory where a file path is expected must fail rather than silently succeed, regardless of the
+        // overwrite flag.
+        Assertions.assertThrows(IOException.class,
+            () -> FileUtils.writeToFile(BinaryData.fromString("content"), directoryDestination.toString(), false));
+        Assertions.assertThrows(IOException.class,
+            () -> FileUtils.writeToFile(BinaryData.fromString("content"), directoryDestination.toString(), true));
+    }
+
+    @Test
+    public void writeToFileAsyncFailsWhenDestinationIsADirectory() throws IOException {
+        Path directoryDestination = Files.createDirectory(temporaryDirectory.resolve("dir-destination-async"));
+
+        StepVerifier
+            .create(FileUtils.writeToFileAsync(BinaryData.fromString("content"), directoryDestination.toString(), true))
+            .verifyError(IOException.class);
+    }
 }

From 20729080e71eb6d87bfe29bf7a933fdcc7362b37 Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 13:06:03 +0200
Subject: [PATCH 41/45] Adjusted changelog entry date

---
 sdk/ai/azure-ai-agents/CHANGELOG.md   | 2 +-
 sdk/ai/azure-ai-projects/CHANGELOG.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index c2f496ee43d8..99d84f042c52 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## 2.2.0 (2026-06-30)
+## 2.2.0 (2026-07-01)
 
 ### Features Added
 
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 6338278845a4..6e82e928579c 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## 2.2.0 (2026-06-30)
+## 2.2.0 (2026-07-01)
 
 ### Features Added
 

From e12294e84430d62bba3331069b15df695121c62c Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 13:27:50 +0200
Subject: [PATCH 42/45] Hiding tsp-location files

---
 .../azure-ai-agents/{tsp-location.yaml => tsp-location.yaml.hide} | 0
 .../{tsp-location.yaml => tsp-location.yaml.hide}                 | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename sdk/ai/azure-ai-agents/{tsp-location.yaml => tsp-location.yaml.hide} (100%)
 rename sdk/ai/azure-ai-projects/{tsp-location.yaml => tsp-location.yaml.hide} (100%)

diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml.hide
similarity index 100%
rename from sdk/ai/azure-ai-agents/tsp-location.yaml
rename to sdk/ai/azure-ai-agents/tsp-location.yaml.hide
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml.hide
similarity index 100%
rename from sdk/ai/azure-ai-projects/tsp-location.yaml
rename to sdk/ai/azure-ai-projects/tsp-location.yaml.hide

From 9a1f2697a0b556db756ac476da468ce70fa28c6b Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 14:33:35 +0200
Subject: [PATCH 43/45] Permissive failure on customization class resource not
 found

---
 .../src/main/java/AgentsCustomizations.java            | 10 +++++++---
 .../src/main/java/ProjectsCustomizations.java          | 10 +++++++---
 2 files changed, 14 insertions(+), 6 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index cf34341c3058..e1439fafd374 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -182,6 +182,9 @@ private static String toCamelCase(String name) {
      */
     private List loadBetaAnnotations(Logger logger) {
         Path csvPath = locateBetaCsv(logger);
+        if (csvPath == null) {
+            return new ArrayList<>();
+        }
         logger.info("Loading @Beta annotations from {}", csvPath);
 
         List lines;
@@ -246,9 +249,10 @@ private List loadBetaAnnotations(Logger logger) {
     private Path locateBetaCsv(Logger logger) {
         Path csvPath = Paths.get(System.getProperty("user.dir"), "customizations", CSV_FILE_NAME).toAbsolutePath();
         if (!Files.isRegularFile(csvPath)) {
-            logger.error("Could not locate {} at expected path {} (user.dir={})", CSV_FILE_NAME, csvPath,
-                System.getProperty("user.dir"));
-            throw new IllegalStateException("Could not locate " + CSV_FILE_NAME + " at " + csvPath);
+            logger.warn("Could not locate {} at expected path {} (user.dir={}); skipping @Beta annotations. "
+                + "The CSV is produced by internal tooling that does not run in spec SDK-generation CI.", CSV_FILE_NAME,
+                csvPath, System.getProperty("user.dir"));
+            return null;
         }
         return csvPath;
     }
diff --git a/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java b/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
index 97089ba52fc0..6f904e6c13ea 100644
--- a/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
+++ b/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
@@ -142,6 +142,9 @@ private static String toCamelCase(String name) {
      */
     private List loadBetaAnnotations(Logger logger) {
         Path csvPath = locateBetaCsv(logger);
+        if (csvPath == null) {
+            return new ArrayList<>();
+        }
         logger.info("Loading @Beta annotations from {}", csvPath);
 
         List lines;
@@ -206,9 +209,10 @@ private List loadBetaAnnotations(Logger logger) {
     private Path locateBetaCsv(Logger logger) {
         Path csvPath = Paths.get(System.getProperty("user.dir"), "customizations", CSV_FILE_NAME).toAbsolutePath();
         if (!Files.isRegularFile(csvPath)) {
-            logger.error("Could not locate {} at expected path {} (user.dir={})", CSV_FILE_NAME, csvPath,
-                System.getProperty("user.dir"));
-            throw new IllegalStateException("Could not locate " + CSV_FILE_NAME + " at " + csvPath);
+            logger.warn("Could not locate {} at expected path {} (user.dir={}); skipping @Beta annotations. "
+                + "The CSV is produced by internal tooling that does not run in spec SDK-generation CI.", CSV_FILE_NAME,
+                csvPath, System.getProperty("user.dir"));
+            return null;
         }
         return csvPath;
     }

From e34d97b6bba5891454191482318548035ccd5c7b Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 14:49:58 +0200
Subject: [PATCH 44/45] Added more robust file localization strat to account
 for CI runs

---
 .../src/main/java/AgentsCustomizations.java   | 25 +++++++++++++------
 .../src/main/java/ProjectsCustomizations.java | 25 +++++++++++++------
 2 files changed, 34 insertions(+), 16 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index e1439fafd374..9b394a1fba15 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -244,16 +244,25 @@ private List loadBetaAnnotations(Logger logger) {
 
     /**
      * Resolves the {@code beta-annotations.csv} path. {@code tsp-client update} launches the customization with its
-     * working directory set to the library module, so the file lives at {@code /customizations/...}.
+     * working directory set to the library module (so the file lives at {@code /customizations/...}), while
+     * spec SDK-generation launches from the repo root; both locations are checked. Returns {@code null} (rather than
+     * failing) when the file cannot be found, in which case {@code @Beta} annotations are skipped.
      */
     private Path locateBetaCsv(Logger logger) {
-        Path csvPath = Paths.get(System.getProperty("user.dir"), "customizations", CSV_FILE_NAME).toAbsolutePath();
-        if (!Files.isRegularFile(csvPath)) {
-            logger.warn("Could not locate {} at expected path {} (user.dir={}); skipping @Beta annotations. "
-                + "The CSV is produced by internal tooling that does not run in spec SDK-generation CI.", CSV_FILE_NAME,
-                csvPath, System.getProperty("user.dir"));
-            return null;
+        // tsp-client update launches the customization from the module folder (user.dir = module).
+        Path modulePath = Paths.get(System.getProperty("user.dir"), "customizations", CSV_FILE_NAME).toAbsolutePath();
+        if (Files.isRegularFile(modulePath)) {
+            return modulePath;
         }
-        return csvPath;
+        // spec SDK-generation (spec-gen-sdk) launches from the repo root (user.dir = repo root).
+        Path repoRootPath
+            = Paths.get(System.getProperty("user.dir"), "sdk", "ai", "azure-ai-agents", "customizations", CSV_FILE_NAME)
+                .toAbsolutePath();
+        if (Files.isRegularFile(repoRootPath)) {
+            return repoRootPath;
+        }
+        logger.warn("Could not locate {} at {} or {} (user.dir={}); skipping @Beta annotations.", CSV_FILE_NAME,
+            modulePath, repoRootPath, System.getProperty("user.dir"));
+        return null;
     }
 }
diff --git a/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java b/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
index 6f904e6c13ea..45e265388ee6 100644
--- a/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
+++ b/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
@@ -204,16 +204,25 @@ private List loadBetaAnnotations(Logger logger) {
 
     /**
      * Resolves the {@code beta-annotations.csv} path. {@code tsp-client update} launches the customization with its
-     * working directory set to the library module, so the file lives at {@code /customizations/...}.
+     * working directory set to the library module (so the file lives at {@code /customizations/...}), while
+     * spec SDK-generation launches from the repo root; both locations are checked. Returns {@code null} (rather than
+     * failing) when the file cannot be found, in which case {@code @Beta} annotations are skipped.
      */
     private Path locateBetaCsv(Logger logger) {
-        Path csvPath = Paths.get(System.getProperty("user.dir"), "customizations", CSV_FILE_NAME).toAbsolutePath();
-        if (!Files.isRegularFile(csvPath)) {
-            logger.warn("Could not locate {} at expected path {} (user.dir={}); skipping @Beta annotations. "
-                + "The CSV is produced by internal tooling that does not run in spec SDK-generation CI.", CSV_FILE_NAME,
-                csvPath, System.getProperty("user.dir"));
-            return null;
+        // tsp-client update launches the customization from the module folder (user.dir = module).
+        Path modulePath = Paths.get(System.getProperty("user.dir"), "customizations", CSV_FILE_NAME).toAbsolutePath();
+        if (Files.isRegularFile(modulePath)) {
+            return modulePath;
         }
-        return csvPath;
+        // spec SDK-generation (spec-gen-sdk) launches from the repo root (user.dir = repo root).
+        Path repoRootPath = Paths
+            .get(System.getProperty("user.dir"), "sdk", "ai", "azure-ai-projects", "customizations", CSV_FILE_NAME)
+            .toAbsolutePath();
+        if (Files.isRegularFile(repoRootPath)) {
+            return repoRootPath;
+        }
+        logger.warn("Could not locate {} at {} or {} (user.dir={}); skipping @Beta annotations.", CSV_FILE_NAME,
+            modulePath, repoRootPath, System.getProperty("user.dir"));
+        return null;
     }
 }

From 60d10a4501a2ed019973e092099d8f75c34aac4f Mon Sep 17 00:00:00 2001
From: Jose Alvarez 
Date: Wed, 1 Jul 2026 15:12:30 +0200
Subject: [PATCH 45/45] Adjusted text

---
 sdk/ai/azure-ai-projects/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index 61d9af9af47b..e61f291861b2 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -15,7 +15,7 @@ The AI Projects client library is part of the Azure AI Foundry SDK and provides
 The client library uses a single service version `v1` of the AI Foundry [data plane REST APIs](https://aka.ms/azsdk/azure-ai-projects/ga-rest-api-reference).
 
 > [!IMPORTANT]
-> **Preview and beta features TL;DR**
+> **Preview and beta features**
 > - Build `Beta*Client` and `Beta*AsyncClient` instances through `AIProjectClientBuilder.beta()`. These clients automatically opt in to their preview service area; you do not need `allowPreview(true)` for them.
 > - Use `AIProjectClientBuilder.allowPreview(true)` only when calling preview APIs on non-Beta clients, such as preview response types on `EvaluationRulesClient` / `EvaluationRulesAsyncClient`.
 > - Classes and methods annotated with `@Beta` are preview API surface and may change in future releases. See [Preview operation groups and beta clients](#preview-operation-groups-and-beta-clients) for details.