Gemma Demo

Author: ashpreetbedi

cookbook/models/ollama/demo_gemma.py

@@ -0,0 +1,14 @@
+from pathlib import Path
+
+from agno.agent import Agent
+from agno.media import Image
+from agno.models.ollama import Ollama
+
+agent = Agent(model=Ollama(id="gemma3:12b"), markdown=True)
+
+image_path = Path(__file__).parent.joinpath("super-agents.png")
+agent.print_response(
+    "Write a 3 sentence fiction story about the image",
+    images=[Image(filepath=image_path)],
+    stream=True,
+)

evals/performance/other/autogen_instantiation.py

@@ -1,4 +1,4 @@
-"""Run `pip install memory_profiler autogen-agentchat "autogen-ext[openai]"` to install dependencies."""
+"""Run `pip install autogen-agentchat "autogen-ext[openai]"` to install dependencies."""
 
 from typing import Literal
 

evals/performance/other/crewai_instantiation.py

@@ -1,4 +1,4 @@
-"""Run `pip install openai memory_profiler crewai crewai[tools]` to install dependencies."""
+"""Run `pip install openai crewai crewai[tools]` to install dependencies."""
 from typing import Literal
 
 from crewai.agent import Agent

evals/performance/other/langgraph_instantiation.py

@@ -1,4 +1,4 @@
-"""Run `pip install memory_profiler langgraph langchain_openai` to install dependencies."""
+"""Run `pip install langgraph langchain_openai` to install dependencies."""
 
 from typing import Literal
 

evals/performance/other/openai_agents_instantiation.py

@@ -0,0 +1,28 @@
+"""Run `pip install langgraph langchain_openai` to install dependencies."""
+
+from typing import Literal
+from agents import Agent, function_tool
+from agno.eval.perf import PerfEval
+
+def get_weather(city: Literal["nyc", "sf"]):
+    """Use this to get weather information."""
+    if city == "nyc":
+        return "It might be cloudy in nyc"
+    elif city == "sf":
+        return "It's always sunny in sf"
+    else:
+        raise AssertionError("Unknown city")
+
+def instantiate_agent():
+    return Agent(
+        name="Haiku agent",
+        instructions="Always respond in haiku form",
+        model="o3-mini",
+        tools=[function_tool(get_weather)],
+    )
+
+
+openai_agents_instantiation = PerfEval(func=instantiate_agent, num_iterations=1000)
+
+if __name__ == "__main__":
+    openai_agents_instantiation.run(print_results=True)

evals/performance/other/smolagents_instantiation.py

@@ -1,6 +1,4 @@
-"""Run `pip install memory_profiler smolagents` to install dependencies."""
-from typing import Literal
-
+"""Run `pip install smolagents` to install dependencies."""
 from agno.eval.perf import PerfEval
 from smolagents import ToolCallingAgent, HfApiModel, Tool
 

libs/agno/agno/workspace/settings.py

@@ -1,8 +1,9 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional
+from typing import List, Optional
 
+from pydantic import field_validator, ValidationInfo
 from pydantic_settings import BaseSettings, SettingsConfigDict
 
 from agno.api.schemas.workspace import WorkspaceSchema
@@ -11,18 +12,27 @@
 class WorkspaceSettings(BaseSettings):
     """Workspace settings that can be used by any resource in the workspace."""
 
-    # Workspace name: only used for naming cloud resources
+    # Workspace name
     ws_name: str
     # Path to the workspace root
     ws_root: Path
     # Workspace git repo url
     ws_repo: Optional[str] = None
-    # default env for agno ws commands
+
+    # -*- Workspace Environments
+    dev_env: str = "dev"
+    dev_key: Optional[str] = None
+    stg_env: str = "stg"
+    stg_key: Optional[str] = None
+    prd_env: str = "prd"
+    prd_key: Optional[str] = None
+
+    # default env for `agno ws` commands
     default_env: Optional[str] = "dev"
-    # default infra for agno ws commands
+    # default infra for `agno ws` commands
     default_infra: Optional[str] = None
 
-    # Image Settings
+    # -*- Image Settings
     # Repository for images
     image_repo: str = "agnohq"
     # 'Name:tag' for the image
@@ -36,7 +46,7 @@ class WorkspaceSettings(BaseSettings):
     # Force pull images in FROM
     force_pull_images: bool = False
 
-    # ag cli settings
+    # -*- `ag` cli settings
     # Set to True if Agno should continue creating
     # resources after a resource creation has failed
     continue_on_create_failure: bool = False
@@ -48,16 +58,69 @@ class WorkspaceSettings(BaseSettings):
     # resources after a resource patch has failed
     continue_on_patch_failure: bool = False
 
-    # AWS settings
+    # -*- AWS settings
     # Region for AWS resources
     aws_region: Optional[str] = None
     # Profile for AWS resources
     aws_profile: Optional[str] = None
+    # Availability Zones for AWS resources
+    aws_az1: Optional[str] = None
+    aws_az2: Optional[str] = None
+    aws_az3: Optional[str] = None
+    # Subnets for AWS resources
+    aws_subnet_ids: Optional[List[str]] = None
+    # Security Groups for AWS resources
+    aws_security_group_ids: Optional[List[str]] = None
 
-    # Other Settings
+    # -*- Other Settings
     # Use cached resource if available, i.e. skip resource creation if the resource already exists
     use_cache: bool = True
     # WorkspaceSchema provided by the api
     ws_schema: Optional[WorkspaceSchema] = None
 
     model_config = SettingsConfigDict(extra="allow")
+
+    @field_validator("dev_key", mode="before")
+    def set_dev_key(cls, dev_key, info: ValidationInfo):
+        if dev_key is not None:
+            return dev_key
+
+        ws_name = info.data.get("ws_name")
+        if ws_name is None:
+            raise ValueError("ws_name invalid")
+
+        dev_env = info.data.get("dev_env")
+        if dev_env is None:
+            raise ValueError("dev_env invalid")
+
+        return f"{ws_name}-{dev_env}"
+
+    @field_validator("stg_key", mode="before")
+    def set_stg_key(cls, stg_key, info: ValidationInfo):
+        if stg_key is not None:
+            return stg_key
+
+        ws_name = info.data.get("ws_name")
+        if ws_name is None:
+            raise ValueError("ws_name invalid")
+
+        stg_env = info.data.get("stg_env")
+        if stg_env is None:
+            raise ValueError("stg_env invalid")
+
+        return f"{ws_name}-{stg_env}"
+
+    @field_validator("prd_key", mode="before")
+    def set_prd_key(cls, prd_key, info: ValidationInfo):
+        if prd_key is not None:
+            return prd_key
+
+        ws_name = info.data.get("ws_name")
+        if ws_name is None:
+            raise ValueError("ws_name invalid")
+
+        prd_env = info.data.get("prd_env")
+        if prd_env is None:
+            raise ValueError("prd_env invalid")
+
+        return f"{ws_name}-{prd_env}"

scripts/perf_setup.sh

@@ -27,7 +27,7 @@ print_info "uv venv --python 3.12 ${VENV_DIR}"
 uv venv --python 3.12 ${VENV_DIR}
 
 print_heading "Installing libraries"
-VIRTUAL_ENV=${VENV_DIR} uv pip install -U agno langgraph langchain_openai crewai pydantic_ai smolagents autogen-agentchat "autogen-ext[openai]"
+VIRTUAL_ENV=${VENV_DIR} uv pip install -U agno langgraph langchain_openai openai-agents crewai pydantic_ai smolagents autogen-agentchat "autogen-ext[openai]"
 
 print_heading "uv pip list"
 VIRTUAL_ENV=${VENV_DIR} uv pip list