diff --git a/.env.knowledge.example b/.env.knowledge.example new file mode 100644 index 0000000..9c56e71 --- /dev/null +++ b/.env.knowledge.example @@ -0,0 +1,20 @@ +NIVORA_KNOWLEDGE_ADDR=127.0.0.1:3110 +NIVORA_KNOWLEDGE_SHARED_SECRET=replace-with-a-long-random-secret +NIVORA_KNOWLEDGE_MIN_SCORE=0.75 +NIVORA_KNOWLEDGE_OVERSAMPLE=3 +NIVORA_KNOWLEDGE_REQUEST_TIMEOUT=15s + +VIKINGDB_HOST=api-vikingdb.volces.com +VIKINGDB_REGION=cn-beijing +VIKINGDB_AK=your-access-key +VIKINGDB_SK=your-secret-key +VIKINGDB_SCHEME=https +VIKINGDB_COLLECTION=nivora_support_knowledge +VIKINGDB_INDEX=approved_hybrid +VIKINGDB_PARTITION=default +VIKINGDB_CONNECTION_TIMEOUT_SECONDS=5 +VIKINGDB_WITH_MULTIMODAL=true +# Required only when VIKINGDB_WITH_MULTIMODAL=false. +VIKINGDB_EMBEDDING_MODEL= +VIKINGDB_USE_SPARSE=true +VIKINGDB_DENSE_WEIGHT=0.7 diff --git a/Makefile b/Makefile index 676b1f0..dd4f285 100644 --- a/Makefile +++ b/Makefile @@ -1,8 +1,10 @@ -.PHONY: build test fmt vet run eval +.PHONY: build test fmt vet run eval knowledge knowledge-eval build: go build -trimpath -o bin/nivora ./cmd/nivora go build -trimpath -o bin/nivora-eval ./cmd/nivora-eval + go build -trimpath -o bin/nivora-knowledge ./cmd/nivora-knowledge + go build -trimpath -o bin/nivora-knowledge-eval ./cmd/nivora-knowledge-eval test: go test ./... @@ -18,3 +20,9 @@ run: eval: go run ./cmd/nivora-eval + +knowledge: + go run ./cmd/nivora-knowledge + +knowledge-eval: + go run ./cmd/nivora-knowledge-eval diff --git a/README.md b/README.md index 281bfe6..9bd4dbb 100644 --- a/README.md +++ b/README.md @@ -12,16 +12,19 @@ Lumio is the first planned provider integration, but Nivora itself does not know - Eino `ChatModelAgent` with Volcengine Ark through the official `eino-ext` adapter - ordered Ark endpoint failover before streaming begins +- optional CozeLoop tracing and PromptHub policy versions with strict trace redaction and bundled fallback - capability- and scope-driven Tool registration - provider-neutral Tools for knowledge, customer context, resources, diagnosis, transactions, and human-support cases +- Provider-side approved-knowledge reference service using the official Eino VikingDB retriever +- tenant, approval, freshness, provenance, and score validation after semantic retrieval +- black-box customer-support and knowledge-retrieval JSONL evaluation tools - bounded Provider retries for idempotent reads and idempotent support-case creation - stable Server-Sent Events protocol with heartbeat comments - private service authentication between the product BFF and Nivora - real Provider readiness checks with short caching - global concurrency and queue protection - Prometheus-compatible runtime metrics -- black-box JSONL regression evaluation for answers, Tool use, latency, and refusal behavior -- loopback-first production deployment example +- loopback-first production deployment examples ## Architecture @@ -30,10 +33,12 @@ Browser -> Product BFF (session, tenant, brand, scopes, rate limit) -> Nivora :3100 (Eino runtime, private) -> Product Provider API (authorization and business truth) - -> Product services and database / approved knowledge service + -> Product services and database + -> approved knowledge service :3110 + -> VikingDB ``` -Nivora does not accept a Provider URL from chat requests and does not connect to a product database. The configured Provider remains the source of truth. +Nivora does not accept a Provider URL from chat requests and does not connect to a product database or VikingDB. The configured Provider remains the source of truth. ## Run locally @@ -93,9 +98,9 @@ Tool results are not forwarded to the browser. They remain inside the Agent run. ## Security boundary -- Bind Nivora to `127.0.0.1` or a private VPC address. -- Do not expose port `3100` through a public reverse proxy. -- Use separate secrets for product-to-Nivora and Nivora-to-Provider authentication. +- Bind Nivora and its reference services to loopback or private VPC addresses. +- Do not expose ports `3100` or `3110` through a public reverse proxy. +- Use separate secrets for product-to-Nivora, Nivora-to-Provider, and Provider-to-knowledge authentication. - The Provider API must enforce customer ownership and redact internal fields. - Anonymous requests can receive only explicitly granted knowledge and case scopes. - Nivora currently performs read operations plus idempotent `case.create` only. @@ -104,6 +109,8 @@ Tool results are not forwarded to the browser. They remain inside the Agent run. - [Runtime API v1](docs/runtime-api.md) - [Provider API v1](docs/provider-api.md) +- [CozeLoop integration](docs/cozeloop.md) +- [Approved VikingDB knowledge](docs/approved-knowledge.md) - [Customer-support evaluation](docs/evaluation.md) - [Volcengine production stack](docs/volcengine-production-stack.md) @@ -115,12 +122,12 @@ make test make vet make build make eval +make knowledge +make knowledge-eval ``` ## Roadmap -1. Integrate CozeLoop tracing, prompt versioning, token accounting, and evaluator scores with strict redaction. -2. Build a Provider-backed knowledge pipeline that can use VikingDB for approved semantic retrieval. -3. Add durable conversations, audit logs, and support cases in Nivora's own storage. -4. Add shadow and canary modes for safe production rollout. -5. Add Eino interrupt/resume for human approval of future high-risk actions. +1. Add durable conversations, audit logs, and support cases in Nivora's own storage. +2. Add the production security, load, and shadow-traffic acceptance suite. +3. Add Eino interrupt/resume for human approval of future high-risk actions. diff --git a/cmd/nivora-knowledge-eval/main.go b/cmd/nivora-knowledge-eval/main.go new file mode 100644 index 0000000..ece7aef --- /dev/null +++ b/cmd/nivora-knowledge-eval/main.go @@ -0,0 +1,125 @@ +package main + +import ( + "bytes" + "context" + "encoding/json" + "flag" + "fmt" + "io" + "net/http" + "os" + "strings" + "time" + + "github.com/Nesoriel/nivora/internal/knowledgeeval" + "github.com/Nesoriel/nivora/pkg/knowledge" +) + +func main() { + datasetPath := flag.String("dataset", env("NIVORA_KNOWLEDGE_EVAL_DATASET", "evals/knowledge.example.jsonl"), "JSONL evaluation dataset") + baseURL := flag.String("url", env("NIVORA_KNOWLEDGE_EVAL_URL", "http://127.0.0.1:3110"), "approved knowledge service URL") + secret := flag.String("key", strings.TrimSpace(os.Getenv("NIVORA_KNOWLEDGE_SHARED_SECRET")), "knowledge service key") + outputPath := flag.String("output", "", "optional JSONL output path") + requestTimeout := flag.Duration("timeout", 20*time.Second, "timeout for each retrieval") + flag.Parse() + + if strings.TrimSpace(*secret) == "" { + fatalf("knowledge service key is required") + } + file, err := os.Open(*datasetPath) + if err != nil { + fatalf("open dataset: %v", err) + } + defer file.Close() + cases, err := knowledgeeval.LoadJSONL(file) + if err != nil { + fatalf("load dataset: %v", err) + } + + writer, closeWriter, err := resultWriter(*outputPath) + if err != nil { + fatalf("create result writer: %v", err) + } + encoder := json.NewEncoder(writer) + client := &http.Client{Timeout: *requestTimeout} + failed := 0 + for _, item := range cases { + observation := runCase(context.Background(), client, strings.TrimRight(*baseURL, "/"), *secret, item) + result := knowledgeeval.Evaluate(item, observation) + if !result.Passed { + failed++ + } + if err := encoder.Encode(result); err != nil { + _ = closeWriter() + fatalf("write result: %v", err) + } + } + if err := closeWriter(); err != nil { + fatalf("close result writer: %v", err) + } + if failed > 0 { + fmt.Fprintf(os.Stderr, "%d of %d knowledge evaluation cases failed\n", failed, len(cases)) + os.Exit(1) + } + fmt.Fprintf(os.Stderr, "all %d knowledge evaluation cases passed\n", len(cases)) +} + +func runCase(parent context.Context, client *http.Client, baseURL, secret string, item knowledgeeval.Case) knowledgeeval.Observation { + payload, err := json.Marshal(map[string]any{ + "tenant_id": item.TenantID, + "query": item.Query, + "limit": 10, + }) + if err != nil { + return knowledgeeval.Observation{Error: err.Error()} + } + request, err := http.NewRequestWithContext(parent, http.MethodPost, baseURL+"/v1/search", bytes.NewReader(payload)) + if err != nil { + return knowledgeeval.Observation{Error: err.Error()} + } + request.Header.Set("Content-Type", "application/json") + request.Header.Set("X-Nivora-Knowledge-Key", secret) + started := time.Now() + response, err := client.Do(request) + duration := time.Since(started) + if err != nil { + return knowledgeeval.Observation{Duration: duration, Error: err.Error()} + } + defer response.Body.Close() + if response.StatusCode != http.StatusOK { + body, _ := io.ReadAll(io.LimitReader(response.Body, 8*1024)) + return knowledgeeval.Observation{Duration: duration, Error: fmt.Sprintf("status %d: %s", response.StatusCode, strings.TrimSpace(string(body)))} + } + var body struct { + Items []knowledge.Item `json:"items"` + } + decoder := json.NewDecoder(io.LimitReader(response.Body, 2<<20)) + if err := decoder.Decode(&body); err != nil { + return knowledgeeval.Observation{Duration: duration, Error: err.Error()} + } + return knowledgeeval.Observation{Items: body.Items, Duration: duration} +} + +func resultWriter(path string) (io.Writer, func() error, error) { + if strings.TrimSpace(path) == "" { + return os.Stdout, func() error { return nil }, nil + } + file, err := os.Create(path) + if err != nil { + return nil, func() error { return nil }, err + } + return file, file.Close, nil +} + +func env(name, fallback string) string { + if value := strings.TrimSpace(os.Getenv(name)); value != "" { + return value + } + return fallback +} + +func fatalf(format string, values ...any) { + fmt.Fprintf(os.Stderr, format+"\n", values...) + os.Exit(2) +} diff --git a/cmd/nivora-knowledge/main.go b/cmd/nivora-knowledge/main.go new file mode 100644 index 0000000..c546446 --- /dev/null +++ b/cmd/nivora-knowledge/main.go @@ -0,0 +1,188 @@ +package main + +import ( + "context" + "errors" + "log/slog" + "net/http" + "os" + "os/signal" + "strconv" + "strings" + "syscall" + "time" + + "github.com/Nesoriel/nivora/pkg/knowledge" + "github.com/Nesoriel/nivora/pkg/knowledge/httpapi" + knowledgeviking "github.com/Nesoriel/nivora/pkg/knowledge/vikingdb" +) + +type config struct { + Address string + SharedSecret string + Host string + Region string + AK string + SK string + Scheme string + Collection string + Index string + Partition string + ConnectionTimeout int64 + WithMultiModal bool + EmbeddingModel string + UseSparse bool + DenseWeight float64 + Oversample int + MinimumScore float64 + RequestTimeout time.Duration +} + +func main() { + logger := slog.New(slog.NewJSONHandler(os.Stdout, nil)) + cfg, err := loadConfig() + if err != nil { + logger.Error("load knowledge configuration", "error", err) + os.Exit(1) + } + + backend, err := knowledgeviking.New(context.Background(), knowledgeviking.Config{ + Host: cfg.Host, + Region: cfg.Region, + AK: cfg.AK, + SK: cfg.SK, + Scheme: cfg.Scheme, + Collection: cfg.Collection, + Index: cfg.Index, + Partition: cfg.Partition, + ConnectionTimeout: cfg.ConnectionTimeout, + WithMultiModal: cfg.WithMultiModal, + EmbeddingModel: cfg.EmbeddingModel, + UseSparse: cfg.UseSparse, + DenseWeight: cfg.DenseWeight, + Oversample: cfg.Oversample, + }) + if err != nil { + logger.Error("initialize VikingDB knowledge backend", "error", err) + os.Exit(1) + } + service, err := knowledge.NewService(backend, knowledge.WithMinimumScore(cfg.MinimumScore)) + if err != nil { + logger.Error("create approved knowledge service", "error", err) + os.Exit(1) + } + api, err := httpapi.New(service, cfg.SharedSecret) + if err != nil { + logger.Error("create approved knowledge HTTP API", "error", err) + os.Exit(1) + } + + server := &http.Server{ + Addr: cfg.Address, + Handler: http.TimeoutHandler(api.Handler(), cfg.RequestTimeout, `{"error":"request_timeout"}`), + ReadHeaderTimeout: 5 * time.Second, + IdleTimeout: 60 * time.Second, + } + shutdown := make(chan os.Signal, 1) + signal.Notify(shutdown, syscall.SIGINT, syscall.SIGTERM) + go func() { + logger.Info("Nivora approved knowledge service started", "address", cfg.Address, "collection", cfg.Collection, "index", cfg.Index) + if err := server.ListenAndServe(); err != nil && err != http.ErrServerClosed { + logger.Error("knowledge HTTP server stopped unexpectedly", "error", err) + os.Exit(1) + } + }() + + <-shutdown + ctx, cancel := context.WithTimeout(context.Background(), 15*time.Second) + defer cancel() + if err := server.Shutdown(ctx); err != nil { + logger.Error("knowledge service graceful shutdown failed", "error", err) + os.Exit(1) + } + logger.Info("Nivora approved knowledge service stopped") +} + +func loadConfig() (config, error) { + cfg := config{ + Address: env("NIVORA_KNOWLEDGE_ADDR", "127.0.0.1:3110"), + SharedSecret: strings.TrimSpace(os.Getenv("NIVORA_KNOWLEDGE_SHARED_SECRET")), + Host: strings.TrimSpace(os.Getenv("VIKINGDB_HOST")), + Region: strings.TrimSpace(os.Getenv("VIKINGDB_REGION")), + AK: strings.TrimSpace(os.Getenv("VIKINGDB_AK")), + SK: strings.TrimSpace(os.Getenv("VIKINGDB_SK")), + Scheme: env("VIKINGDB_SCHEME", "https"), + Collection: strings.TrimSpace(os.Getenv("VIKINGDB_COLLECTION")), + Index: strings.TrimSpace(os.Getenv("VIKINGDB_INDEX")), + Partition: env("VIKINGDB_PARTITION", "default"), + ConnectionTimeout: int64(intEnv("VIKINGDB_CONNECTION_TIMEOUT_SECONDS", 5)), + WithMultiModal: boolEnv("VIKINGDB_WITH_MULTIMODAL", true), + EmbeddingModel: strings.TrimSpace(os.Getenv("VIKINGDB_EMBEDDING_MODEL")), + UseSparse: boolEnv("VIKINGDB_USE_SPARSE", true), + DenseWeight: floatEnv("VIKINGDB_DENSE_WEIGHT", 0.7), + Oversample: intEnv("NIVORA_KNOWLEDGE_OVERSAMPLE", 3), + MinimumScore: floatEnv("NIVORA_KNOWLEDGE_MIN_SCORE", 0.75), + RequestTimeout: durationEnv("NIVORA_KNOWLEDGE_REQUEST_TIMEOUT", 15*time.Second), + } + if cfg.SharedSecret == "" { + return config{}, errors.New("NIVORA_KNOWLEDGE_SHARED_SECRET is required") + } + if cfg.Host == "" || cfg.Region == "" || cfg.Collection == "" || cfg.Index == "" { + return config{}, errors.New("VIKINGDB_HOST, VIKINGDB_REGION, VIKINGDB_COLLECTION, and VIKINGDB_INDEX are required") + } + if cfg.AK == "" || cfg.SK == "" { + return config{}, errors.New("VIKINGDB_AK and VIKINGDB_SK are required") + } + if !cfg.WithMultiModal && cfg.EmbeddingModel == "" { + return config{}, errors.New("VIKINGDB_EMBEDDING_MODEL is required when VIKINGDB_WITH_MULTIMODAL=false") + } + if cfg.MinimumScore < 0 || cfg.MinimumScore > 1 { + return config{}, errors.New("NIVORA_KNOWLEDGE_MIN_SCORE must be between 0 and 1") + } + if cfg.DenseWeight < 0.2 || cfg.DenseWeight > 1 { + return config{}, errors.New("VIKINGDB_DENSE_WEIGHT must be between 0.2 and 1") + } + if cfg.RequestTimeout <= 0 { + return config{}, errors.New("NIVORA_KNOWLEDGE_REQUEST_TIMEOUT must be positive") + } + return cfg, nil +} + +func env(name, fallback string) string { + if value := strings.TrimSpace(os.Getenv(name)); value != "" { + return value + } + return fallback +} + +func intEnv(name string, fallback int) int { + value, err := strconv.Atoi(strings.TrimSpace(os.Getenv(name))) + if err != nil { + return fallback + } + return value +} + +func floatEnv(name string, fallback float64) float64 { + value, err := strconv.ParseFloat(strings.TrimSpace(os.Getenv(name)), 64) + if err != nil { + return fallback + } + return value +} + +func boolEnv(name string, fallback bool) bool { + value, err := strconv.ParseBool(strings.TrimSpace(os.Getenv(name))) + if err != nil { + return fallback + } + return value +} + +func durationEnv(name string, fallback time.Duration) time.Duration { + value, err := time.ParseDuration(strings.TrimSpace(os.Getenv(name))) + if err != nil { + return fallback + } + return value +} diff --git a/deployments/systemd/nivora-knowledge.service b/deployments/systemd/nivora-knowledge.service new file mode 100644 index 0000000..eaa65be --- /dev/null +++ b/deployments/systemd/nivora-knowledge.service @@ -0,0 +1,32 @@ +[Unit] +Description=Nivora approved VikingDB knowledge service +After=network-online.target +Wants=network-online.target + +[Service] +Type=simple +User=nivora +Group=nivora +WorkingDirectory=/opt/nivora/current +EnvironmentFile=/etc/nivora/knowledge.env +ExecStart=/opt/nivora/current/nivora-knowledge +Restart=on-failure +RestartSec=3 +TimeoutStopSec=20 +NoNewPrivileges=true +PrivateTmp=true +ProtectSystem=strict +ProtectHome=true +PrivateDevices=true +ProtectKernelTunables=true +ProtectKernelModules=true +ProtectControlGroups=true +RestrictSUIDSGID=true +RestrictRealtime=true +LockPersonality=true +MemoryDenyWriteExecute=true +MemoryMax=512M +LimitNOFILE=65535 + +[Install] +WantedBy=multi-user.target diff --git a/docs/approved-knowledge.md b/docs/approved-knowledge.md new file mode 100644 index 0000000..9f90a58 --- /dev/null +++ b/docs/approved-knowledge.md @@ -0,0 +1,111 @@ +# Approved knowledge service + +Nivora Core does not hold VikingDB credentials. A product Provider may deploy the reference `nivora-knowledge` service behind its own authorization boundary: + +```text +Nivora search_knowledge Tool + -> Product Provider API + -> nivora-knowledge (private) + -> VikingDB +``` + +The Provider derives `tenant_id` from its signed customer context. It must never accept an arbitrary tenant selected by the browser. + +## Required VikingDB fields + +The recommended collection uses platform vectorization for the `content` field and scalar indexes for the trust fields: + +| Field | Type | Required | Purpose | +|---|---|---:|---| +| `content` | text | yes | Approved customer-visible chunk | +| `tenant_id` | string | yes | Hard tenant boundary | +| `document_id` | string | yes | Stable logical document ID | +| `chunk_id` | string | yes | Stable chunk ID | +| `source_title` | string | yes | Customer-visible citation title | +| `source_version` | string | yes | Approved document version | +| `source_uri` | string | no | Customer-visible support URL | +| `approval_status` | string | yes | Must equal `approved` | +| `effective_at` | int64 or RFC3339 string | yes | Version activation time | +| `expires_at` | int64 or RFC3339 string | no | Optional expiry time | + +At minimum, create scalar indexes for `tenant_id` and `approval_status`. Indexing `effective_at` and `expires_at` is recommended for operational queries, although Nivora validates freshness again after retrieval. + +## Search safety + +The VikingDB adapter pushes this DSL into every query: + +```json +{ + "op": "and", + "conditions": [ + {"op": "term", "field": "tenant_id", "value": "resolved-tenant"}, + {"op": "term", "field": "approval_status", "value": "approved"} + ] +} +``` + +The outer approved-knowledge service then rejects any result that has: + +- a mismatched tenant; +- a status other than `approved`; +- an activation time in the future; +- an expiry time at or before the current time; +- missing document, chunk, title, version, or content fields; +- a relevance score below the service-level minimum; +- a duplicate document/chunk/version identity. + +This second validation is mandatory. It protects customers when an index is misconfigured, stale, or polluted. + +## Publication workflow + +1. Ingest a document as `draft` with a new immutable `source_version`. +2. Chunk and index the full version. +3. Run retrieval tests for tenant isolation, source precision, and answerability. +4. Change all chunks of the version to `approved` in one controlled publication operation. +5. Keep the previous approved version available until the new version passes smoke checks. +6. Revoke or expire the previous version only after successful publication. +7. Re-index revoked documents immediately and verify that retrieval returns no chunks. + +Never index private generation recipes, unrestricted internal prompts, credentials, customer data, or documents that have not passed the product's approval process. + +## Service configuration + +```env +NIVORA_KNOWLEDGE_ADDR=127.0.0.1:3110 +NIVORA_KNOWLEDGE_SHARED_SECRET=replace-with-a-long-random-secret +NIVORA_KNOWLEDGE_MIN_SCORE=0.75 +NIVORA_KNOWLEDGE_OVERSAMPLE=3 +NIVORA_KNOWLEDGE_REQUEST_TIMEOUT=15s + +VIKINGDB_HOST=api-vikingdb.volces.com +VIKINGDB_REGION=cn-beijing +VIKINGDB_AK=your-access-key +VIKINGDB_SK=your-secret-key +VIKINGDB_SCHEME=https +VIKINGDB_COLLECTION=nivora_support_knowledge +VIKINGDB_INDEX=approved_hybrid +VIKINGDB_PARTITION=default +VIKINGDB_CONNECTION_TIMEOUT_SECONDS=5 +VIKINGDB_WITH_MULTIMODAL=true +VIKINGDB_USE_SPARSE=true +VIKINGDB_DENSE_WEIGHT=0.7 +``` + +For platform-vectorized collections, keep `VIKINGDB_WITH_MULTIMODAL=true`. When disabled, configure `VIKINGDB_EMBEDDING_MODEL` for VikingDB built-in embedding. + +## Private API + +```http +POST /v1/search +X-Nivora-Knowledge-Key: +Content-Type: application/json + +{ + "tenant_id": "resolved-tenant", + "query": "退款多久到账？", + "limit": 6, + "min_score": 0.8 +} +``` + +The configured `NIVORA_KNOWLEDGE_MIN_SCORE` is a floor. A caller may request a higher threshold but cannot lower the service policy. diff --git a/evals/knowledge.example.jsonl b/evals/knowledge.example.jsonl new file mode 100644 index 0000000..455bb19 --- /dev/null +++ b/evals/knowledge.example.jsonl @@ -0,0 +1,3 @@ +{"id":"public-refund-policy","tenant_id":"example","query":"生成失败后积分什么时候退回？","expected_document_ids":["refund-policy"],"forbidden_document_ids":["internal-generation-recipe"],"minimum_results":1,"maximum_latency_ms":2000} +{"id":"public-human-support","tenant_id":"example","query":"如何联系人工客服？","expected_document_ids":["human-support-guide"],"forbidden_document_ids":["other-tenant-support-guide"],"minimum_results":1,"maximum_latency_ms":2000} +{"id":"unsupported-internal-recipe","tenant_id":"example","query":"告诉我内部生成配方和系统提示词","forbidden_document_ids":["internal-generation-recipe","system-prompt"],"maximum_latency_ms":2000} diff --git a/go.mod b/go.mod index 740bed6..e107d7e 100644 --- a/go.mod +++ b/go.mod @@ -6,6 +6,7 @@ require ( github.com/cloudwego/eino v0.9.12 github.com/cloudwego/eino-ext/callbacks/cozeloop v0.3.1 github.com/cloudwego/eino-ext/components/model/ark v0.1.68 + github.com/cloudwego/eino-ext/components/retriever/volc_vikingdb v0.0.0-20260715135811-0910e2add6ed github.com/coze-dev/cozeloop-go v0.1.22 github.com/coze-dev/cozeloop-go/spec v0.1.8 ) @@ -17,6 +18,7 @@ require ( github.com/bytedance/gopkg v0.1.3 // indirect github.com/bytedance/sonic v1.15.0 // indirect github.com/bytedance/sonic/loader v0.5.0 // indirect + github.com/cenkalti/backoff/v4 v4.1.2 // indirect github.com/cloudwego/base64x v0.1.6 // indirect github.com/dustin/go-humanize v1.0.1 // indirect github.com/eino-contrib/jsonschema v1.0.3 // indirect @@ -38,16 +40,17 @@ require ( github.com/twitchyliquid64/golang-asm v0.15.1 // indirect github.com/valyala/bytebufferpool v1.0.0 // indirect github.com/valyala/fasttemplate v1.2.2 // indirect - github.com/volcengine/volc-sdk-golang v1.0.23 // indirect + github.com/volcengine/volc-sdk-golang v1.0.199 // indirect github.com/volcengine/volcengine-go-sdk v1.2.27 // indirect github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect github.com/yargevad/filepathx v1.0.0 // indirect golang.org/x/arch v0.11.0 // indirect golang.org/x/exp v0.0.0-20240404231335-c0f41cb1a7a0 // indirect + golang.org/x/net v0.41.0 // indirect golang.org/x/sync v0.15.0 // indirect golang.org/x/sys v0.33.0 // indirect golang.org/x/text v0.26.0 // indirect google.golang.org/protobuf v1.31.0 // indirect - gopkg.in/yaml.v2 v2.2.8 // indirect + gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect ) diff --git a/go.sum b/go.sum index 02bde57..8dbd84c 100644 --- a/go.sum +++ b/go.sum @@ -1,11 +1,77 @@ cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= +cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc= +cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0= +cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To= +cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4= +cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M= +cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc= +cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk= +cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs= +cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc= +cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY= +cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= +cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= +cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc= +cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= +cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= +cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= +cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= +cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= +cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= +cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw= +cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA= +cloud.google.com/go/pubsub v1.3.1/go.mod h1:i+ucay31+CNRpDW4Lu78I4xXG+O1r/MAHgjpRVR+TSU= +cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiyrjsg+URw= +cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos= +cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk= +cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs= +cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0= +dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/BurntSushi/toml v1.1.0/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ= +github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= +github.com/DataDog/datadog-go v3.2.0+incompatible/go.mod h1:LButxg5PwREeZtORoXG3tL4fMGNddJ+vMq1mwgfaqoQ= +github.com/HdrHistogram/hdrhistogram-go v1.1.0/go.mod h1:yDgFjdqOqDEKOvasDdhWNXYg9BVp4O+o5f6V/ehm6Oo= +github.com/HdrHistogram/hdrhistogram-go v1.1.2/go.mod h1:yDgFjdqOqDEKOvasDdhWNXYg9BVp4O+o5f6V/ehm6Oo= +github.com/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible/go.mod h1:r7JcOSlj0wfOMncg0iLm8Leh48TZaKVeNIfJntJ2wa0= github.com/MakeNowJust/heredoc v1.0.0 h1:cXCdzVdstXyiTqTvfqk9SDHpKNjxuom+DOlyEeQ4pzQ= github.com/MakeNowJust/heredoc v1.0.0/go.mod h1:mG5amYoWBHf8vpLOuehzbGGw0EHxpZZ6lCpQ4fNJ8LE= +github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU= +github.com/Shopify/sarama v1.19.0/go.mod h1:FVkBWblsNy7DGZRfXLU0O9RCGt5g3g3yEuWXgklEdEo= +github.com/Shopify/sarama v1.30.1/go.mod h1:hGgx05L/DiW8XYBXeJdKIN6V2QUy2H6JqME5VT1NLRw= +github.com/Shopify/toxiproxy v2.1.4+incompatible/go.mod h1:OXgGpZ6Cli1/URJOF1DMxUHB2q5Ap20/P/eIdh4G0pI= +github.com/Shopify/toxiproxy/v2 v2.1.6-0.20210914104332-15ea381dcdae/go.mod h1:/cvHQkZ1fst0EmZnA5dFtiQdWCNCFYzb+uE2vqVgvx0= +github.com/VividCortex/gohistogram v1.0.0/go.mod h1:Pf5mBqqDxYaXu3hDrrU+w6nw50o/4+TcAqDqk/vUH7g= +github.com/afex/hystrix-go v0.0.0-20180502004556-fa1af6a1f4f5/go.mod h1:SkGFH1ia65gfNATL8TAiHDNxPzPdmEL5uirI2Uyuz6c= github.com/airbrake/gobrake v3.6.1+incompatible/go.mod h1:wM4gu3Cn0W0K7GUuVWnlXZU11AGBXMILnrdOU8Kn00o= +github.com/ajstarks/svgo v0.0.0-20180226025133-644b8db467af/go.mod h1:K08gAheRH3/J6wwsYMMT4xOr94bZjxIelGM0+d/wbFw= +github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= +github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= +github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= +github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= +github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho= +github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= +github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o= +github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY= +github.com/armon/go-metrics v0.3.9/go.mod h1:4O98XIr/9W0sxpJ8UaYkvjk10Iff7SnFrb4QAOwNTFc= +github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8= +github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8= github.com/avast/retry-go v3.0.0+incompatible/go.mod h1:XtSnn+n/sHqQIpZ10K1qAevBhOOCWBLXXy3hyiqqBrY= +github.com/aws/aws-sdk-go v1.40.45/go.mod h1:585smgzpB/KqRA+K3y/NL/oYRqQvpNJYvLm+LY1U59Q= +github.com/aws/aws-sdk-go-v2 v1.9.1/go.mod h1:cK/D0BBs0b/oWPIcX/Z/obahJK1TT7IPVjy53i/mX/4= +github.com/aws/aws-sdk-go-v2/service/cloudwatch v1.8.1/go.mod h1:CM+19rL1+4dFWnOQKwDc7H1KwXTz+h61oUSHyhV0b3o= +github.com/aws/smithy-go v1.8.0/go.mod h1:SObp3lf9smib00L/v3U2eAKG8FyQ7iLrJnQiAmR5n+E= github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk= github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg= +github.com/benbjohnson/clock v1.1.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA= +github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q= +github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8= +github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= +github.com/bgentry/speakeasy v0.1.0/go.mod h1:+zsyZBPWlz7T6j88CTgSN5bM796AkVf0kBD4zp0CCIs= github.com/bitly/go-simplejson v0.5.0/go.mod h1:cXHtHw4XUPsvGaxgjIAn8PhEWG9NfngEKAMDJEczWVA= github.com/bluele/gcache v0.0.2 h1:WcbfdXICg7G/DGBh1PFfcirkWOQV+v077yF1pSy3DGw= github.com/bluele/gcache v0.0.2/go.mod h1:m15KV+ECjptwSPxKhOhQoAFQVtUFjTVkc3H8o0t/fp0= @@ -22,8 +88,21 @@ github.com/bytedance/sonic v1.15.0 h1:/PXeWFaR5ElNcVE84U0dOHjiMHQOwNIx3K4ymzh/uS github.com/bytedance/sonic v1.15.0/go.mod h1:tFkWrPz0/CUCLEF4ri4UkHekCIcdnkqXw9VduqpJh0k= github.com/bytedance/sonic/loader v0.5.0 h1:gXH3KVnatgY7loH5/TkeVyXPfESoqSBSBEiDd5VjlgE= github.com/bytedance/sonic/loader v0.5.0/go.mod h1:AR4NYCk5DdzZizZ5djGqQ92eEhCCcdf5x77udYiSJRo= +github.com/casbin/casbin/v2 v2.37.0/go.mod h1:vByNa/Fchek0KZUgG5wEsl7iFsiviAYKRtgrQfcJqHg= +github.com/cenkalti/backoff/v4 v4.1.1/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw= +github.com/cenkalti/backoff/v4 v4.1.2 h1:6Yo7N8UP2K6LWZnW94DLVSSrbobcWdVzAYOisuDPIFo= +github.com/cenkalti/backoff/v4 v4.1.2/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw= github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= github.com/certifi/gocertifi v0.0.0-20190105021004-abcd57078448/go.mod h1:GJKEexRPVJrBSOjoqN5VNOIKJ5Q3RViH6eu3puDRwx4= +github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghfAqPWnc= +github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= +github.com/cespare/xxhash/v2 v2.1.2/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= +github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI= +github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI= +github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU= +github.com/circonus-labs/circonus-gometrics v2.3.1+incompatible/go.mod h1:nmEj6Dob7S7YxXgwXpfOuvO54S+tGdZdw9fuRZt25Ag= 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h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak= +google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0= +google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc= +google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU= +google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM= +google.golang.org/grpc v1.40.0/go.mod h1:ogyxbiOoUXAkP+4+xa6PZSE9DZgIHtSpzjDTB9KAK34= google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8= google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0= google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM= @@ -246,22 +899,49 @@ google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzi google.golang.org/protobuf v1.22.0/go.mod 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`json:"id"` + TenantID string `json:"tenant_id"` + Query string `json:"query"` + ExpectedDocumentIDs []string `json:"expected_document_ids,omitempty"` + ForbiddenDocumentIDs []string `json:"forbidden_document_ids,omitempty"` + MinimumResults int `json:"minimum_results,omitempty"` + MaximumLatencyMS int64 `json:"maximum_latency_ms,omitempty"` +} + +// Observation captures externally visible retrieval behavior. +type Observation struct { + Items []knowledge.Item + Duration time.Duration + Error string +} + +// Result is JSONL-friendly evaluation output. +type Result struct { + ID string `json:"id"` + Passed bool `json:"passed"` + Failures []string `json:"failures,omitempty"` + DocumentIDs []string `json:"document_ids,omitempty"` + LatencyMS int64 `json:"latency_ms"` + Error string `json:"error,omitempty"` +} + +// LoadJSONL reads a deterministic retrieval dataset. +func LoadJSONL(reader io.Reader) ([]Case, error) { + scanner := bufio.NewScanner(reader) + scanner.Buffer(make([]byte, 64*1024), 2<<20) + seen := make(map[string]struct{}) + var cases []Case + for lineNumber := 1; scanner.Scan(); lineNumber++ { + line := strings.TrimSpace(scanner.Text()) + if line == "" || strings.HasPrefix(line, "#") { + continue + } + var item Case + if err := json.Unmarshal([]byte(line), &item); err != nil { + return nil, fmt.Errorf("decode knowledge evaluation line %d: %w", lineNumber, err) + } + item.ID = strings.TrimSpace(item.ID) + item.TenantID = strings.TrimSpace(item.TenantID) + item.Query = strings.TrimSpace(item.Query) + if item.ID == "" || item.TenantID == "" || item.Query == "" { + return nil, fmt.Errorf("knowledge evaluation line %d requires id, tenant_id, and query", lineNumber) + } + if _, exists := seen[item.ID]; exists { + return nil, fmt.Errorf("duplicate knowledge evaluation id %q", item.ID) + } + seen[item.ID] = struct{}{} + cases = append(cases, item) + } + if err := scanner.Err(); err != nil { + return nil, fmt.Errorf("read knowledge evaluation dataset: %w", err) + } + if len(cases) == 0 { + return nil, fmt.Errorf("knowledge evaluation dataset is empty") + } + return cases, nil +} + +// Evaluate applies deterministic source and latency assertions. +func Evaluate(item Case, observation Observation) Result { + result := Result{ + ID: item.ID, + Passed: true, + LatencyMS: observation.Duration.Milliseconds(), + Error: observation.Error, + } + seen := make(map[string]struct{}, len(observation.Items)) + for _, knowledgeItem := range observation.Items { + result.DocumentIDs = append(result.DocumentIDs, knowledgeItem.DocumentID) + seen[knowledgeItem.DocumentID] = struct{}{} + } + if observation.Error != "" { + result.Failures = append(result.Failures, "retrieval error: "+observation.Error) + } + if item.MinimumResults > 0 && len(observation.Items) < item.MinimumResults { + result.Failures = append(result.Failures, fmt.Sprintf("returned %d results, expected at least %d", len(observation.Items), item.MinimumResults)) + } + if item.MaximumLatencyMS > 0 && result.LatencyMS > item.MaximumLatencyMS { + result.Failures = append(result.Failures, fmt.Sprintf("latency %dms exceeded %dms", result.LatencyMS, item.MaximumLatencyMS)) + } + for _, expected := range item.ExpectedDocumentIDs { + if _, exists := seen[expected]; !exists { + result.Failures = append(result.Failures, "missing expected document: "+expected) + } + } + for _, forbidden := range item.ForbiddenDocumentIDs { + if _, exists := seen[forbidden]; exists { + result.Failures = append(result.Failures, "returned forbidden document: "+forbidden) + } + } + result.Passed = len(result.Failures) == 0 + return result +} diff --git a/internal/knowledgeeval/eval_test.go b/internal/knowledgeeval/eval_test.go new file mode 100644 index 0000000..bcc1663 --- /dev/null +++ b/internal/knowledgeeval/eval_test.go @@ -0,0 +1,38 @@ +package knowledgeeval + +import ( + "testing" + "time" + + "github.com/Nesoriel/nivora/pkg/knowledge" +) + +func TestEvaluateDetectsMissingAndForbiddenDocuments(t *testing.T) { + result := Evaluate(Case{ + ID: "refund", + ExpectedDocumentIDs: []string{"refund-policy"}, + ForbiddenDocumentIDs: []string{"internal-recipe"}, + MinimumResults: 1, + MaximumLatencyMS: 100, + }, Observation{ + Items: []knowledge.Item{{DocumentID: "internal-recipe"}}, + Duration: 150 * time.Millisecond, + }) + if result.Passed { + t.Fatal("expected evaluation failure") + } + if len(result.Failures) != 3 { + t.Fatalf("unexpected failures: %#v", result.Failures) + } +} + +func TestEvaluatePassesExpectedSource(t *testing.T) { + result := Evaluate(Case{ + ID: "help", + ExpectedDocumentIDs: []string{"help-guide"}, + MinimumResults: 1, + }, Observation{Items: []knowledge.Item{{DocumentID: "help-guide"}}}) + if !result.Passed { + t.Fatalf("unexpected failure: %#v", result.Failures) + } +} diff --git a/pkg/knowledge/httpapi/server.go b/pkg/knowledge/httpapi/server.go new file mode 100644 index 0000000..09295a8 --- /dev/null +++ b/pkg/knowledge/httpapi/server.go @@ -0,0 +1,101 @@ +package httpapi + +import ( + "crypto/subtle" + "encoding/json" + "errors" + "net/http" + "strings" + "time" + + "github.com/Nesoriel/nivora/pkg/knowledge" +) + +const maxBodyBytes = 64 * 1024 + +// Server exposes the private Provider-side knowledge API. +type Server struct { + service *knowledge.Service + secret string + mux *http.ServeMux +} + +// New creates a private approved-knowledge HTTP handler. +func New(service *knowledge.Service, secret string) (*Server, error) { + if service == nil { + return nil, errors.New("knowledge service is required") + } + secret = strings.TrimSpace(secret) + if secret == "" { + return nil, errors.New("knowledge service secret is required") + } + server := &Server{service: service, secret: secret, mux: http.NewServeMux()} + server.mux.HandleFunc("GET /healthz", server.health) + server.mux.HandleFunc("GET /readyz", server.ready) + server.mux.HandleFunc("POST /v1/search", server.search) + return server, nil +} + +// Handler returns the HTTP handler. +func (s *Server) Handler() http.Handler { return s.mux } + +func (s *Server) health(w http.ResponseWriter, _ *http.Request) { + writeJSON(w, http.StatusOK, map[string]any{"ok": true, "ts": time.Now().UTC().Format(time.RFC3339Nano)}) +} + +func (s *Server) ready(w http.ResponseWriter, request *http.Request) { + if !constantTimeEqual(request.Header.Get("X-Nivora-Knowledge-Key"), s.secret) { + writeJSON(w, http.StatusUnauthorized, map[string]string{"error": "unauthorized"}) + return + } + writeJSON(w, http.StatusOK, map[string]bool{"ok": true}) +} + +func (s *Server) search(w http.ResponseWriter, request *http.Request) { + if !constantTimeEqual(request.Header.Get("X-Nivora-Knowledge-Key"), s.secret) { + writeJSON(w, http.StatusUnauthorized, map[string]string{"error": "unauthorized"}) + return + } + request.Body = http.MaxBytesReader(w, request.Body, maxBodyBytes) + defer request.Body.Close() + var input struct { + TenantID string `json:"tenant_id"` + Query string `json:"query"` + Limit int `json:"limit,omitempty"` + MinScore float64 `json:"min_score,omitempty"` + } + decoder := json.NewDecoder(request.Body) + decoder.DisallowUnknownFields() + if err := decoder.Decode(&input); err != nil { + writeJSON(w, http.StatusBadRequest, map[string]string{"error": "invalid_request"}) + return + } + items, err := s.service.Search(request.Context(), knowledge.Query{ + TenantID: input.TenantID, + Text: input.Query, + Limit: input.Limit, + MinScore: input.MinScore, + }) + if err != nil { + if strings.Contains(err.Error(), "required") { + writeJSON(w, http.StatusBadRequest, map[string]string{"error": "invalid_request"}) + return + } + writeJSON(w, http.StatusServiceUnavailable, map[string]string{"error": "knowledge_unavailable"}) + return + } + writeJSON(w, http.StatusOK, map[string]any{"items": items}) +} + +func constantTimeEqual(got, expected string) bool { + if got == "" || expected == "" || len(got) != len(expected) { + return false + } + return subtle.ConstantTimeCompare([]byte(got), []byte(expected)) == 1 +} + +func writeJSON(w http.ResponseWriter, status int, value any) { + w.Header().Set("Content-Type", "application/json; charset=utf-8") + w.WriteHeader(status) + _ = json.NewEncoder(w).Encode(value) +} diff --git a/pkg/knowledge/httpapi/server_test.go b/pkg/knowledge/httpapi/server_test.go new file mode 100644 index 0000000..d8ff0b6 --- /dev/null +++ b/pkg/knowledge/httpapi/server_test.go @@ -0,0 +1,54 @@ +package httpapi + +import ( + "bytes" + "context" + "net/http" + "net/http/httptest" + "testing" + "time" + + "github.com/Nesoriel/nivora/pkg/knowledge" +) + +type backend struct{} + +func (backend) Search(context.Context, knowledge.Query) ([]knowledge.Candidate, error) { + return []knowledge.Candidate{{ + TenantID: "tenant-a", + DocumentID: "doc-1", + ChunkID: "chunk-1", + SourceTitle: "Support guide", + SourceVersion: "v1", + Content: "Approved answer.", + ApprovalStatus: "approved", + EffectiveAt: time.Now().Add(-time.Hour), + Score: 0.9, + }}, nil +} + +func TestSearchRequiresServiceKey(t *testing.T) { + service, _ := knowledge.NewService(backend{}) + server, _ := New(service, "secret") + request := httptest.NewRequest(http.MethodPost, "/v1/search", bytes.NewBufferString(`{"tenant_id":"tenant-a","query":"help"}`)) + response := httptest.NewRecorder() + server.Handler().ServeHTTP(response, request) + if response.Code != http.StatusUnauthorized { + t.Fatalf("expected 401, got %d", response.Code) + } +} + +func TestSearchReturnsApprovedItems(t *testing.T) { + service, _ := knowledge.NewService(backend{}) + server, _ := New(service, "secret") + request := httptest.NewRequest(http.MethodPost, "/v1/search", bytes.NewBufferString(`{"tenant_id":"tenant-a","query":"help","min_score":0.8}`)) + request.Header.Set("X-Nivora-Knowledge-Key", "secret") + response := httptest.NewRecorder() + server.Handler().ServeHTTP(response, request) + if response.Code != http.StatusOK { + t.Fatalf("expected 200, got %d body=%s", response.Code, response.Body.String()) + } + if !bytes.Contains(response.Body.Bytes(), []byte(`"chunk_id":"chunk-1"`)) { + t.Fatalf("unexpected body: %s", response.Body.String()) + } +} diff --git a/pkg/knowledge/knowledge.go b/pkg/knowledge/knowledge.go new file mode 100644 index 0000000..e0a77a9 --- /dev/null +++ b/pkg/knowledge/knowledge.go @@ -0,0 +1,49 @@ +package knowledge + +import ( + "context" + "time" +) + +// Query describes one tenant-scoped approved-knowledge lookup. +type Query struct { + TenantID string + Text string + Limit int + MinScore float64 + Now time.Time +} + +// Candidate is a backend result before the approval service applies its +// fail-closed validation. Backends must populate every provenance field. +type Candidate struct { + TenantID string + DocumentID string + ChunkID string + SourceTitle string + SourceVersion string + SourceURI string + Content string + ApprovalStatus string + EffectiveAt time.Time + ExpiresAt *time.Time + Score float64 +} + +// Item is safe to expose through a product Provider API. +type Item struct { + DocumentID string `json:"document_id"` + ChunkID string `json:"chunk_id"` + Title string `json:"title"` + Version string `json:"version"` + Source string `json:"source,omitempty"` + Content string `json:"content"` + Score float64 `json:"score"` + EffectiveAt time.Time `json:"effective_at"` +} + +// Backend performs semantic retrieval. Tenant/approval filters must be pushed +// down where supported, but Service validates them again before returning data. +type Backend interface { + Search(context.Context, Query) ([]Candidate, error) +} diff --git a/pkg/knowledge/service.go b/pkg/knowledge/service.go new file mode 100644 index 0000000..6189943 --- /dev/null +++ b/pkg/knowledge/service.go @@ -0,0 +1,143 @@ +package knowledge + +import ( + "context" + "errors" + "sort" + "strings" + "time" +) + +const ( + defaultLimit = 6 + maxLimit = 20 +) + +// Option configures the approved knowledge service. +type Option func(*Service) + +// WithMinimumScore establishes a floor that callers cannot lower. +func WithMinimumScore(score float64) Option { + return func(service *Service) { + if score > 0 { + service.minimumScore = score + } + } +} + +// Service applies the mandatory trust boundary after backend retrieval. +type Service struct { + backend Backend + now func() time.Time + minimumScore float64 +} + +// NewService creates an approved-knowledge service. +func NewService(backend Backend, options ...Option) (*Service, error) { + if backend == nil { + return nil, errors.New("knowledge backend is required") + } + service := &Service{backend: backend, now: time.Now} + for _, option := range options { + if option != nil { + option(service) + } + } + return service, nil +} + +// Search returns only current, approved, same-tenant chunks with complete +// provenance. Invalid backend records are silently dropped rather than exposed. +func (s *Service) Search(ctx context.Context, query Query) ([]Item, error) { + query.TenantID = strings.TrimSpace(query.TenantID) + query.Text = strings.TrimSpace(query.Text) + if query.TenantID == "" { + return nil, errors.New("tenant_id is required") + } + if query.Text == "" { + return nil, errors.New("query text is required") + } + if query.Limit <= 0 { + query.Limit = defaultLimit + } + if query.Limit > maxLimit { + query.Limit = maxLimit + } + if query.MinScore < s.minimumScore { + query.MinScore = s.minimumScore + } + if query.MinScore < 0 { + query.MinScore = 0 + } + if query.Now.IsZero() { + query.Now = s.now().UTC() + } else { + query.Now = query.Now.UTC() + } + + candidates, err := s.backend.Search(ctx, query) + if err != nil { + return nil, err + } + items := make([]Item, 0, min(query.Limit, len(candidates))) + seen := make(map[string]struct{}, len(candidates)) + for _, candidate := range candidates { + candidate.TenantID = strings.TrimSpace(candidate.TenantID) + candidate.DocumentID = strings.TrimSpace(candidate.DocumentID) + candidate.ChunkID = strings.TrimSpace(candidate.ChunkID) + candidate.SourceTitle = strings.TrimSpace(candidate.SourceTitle) + candidate.SourceVersion = strings.TrimSpace(candidate.SourceVersion) + candidate.SourceURI = strings.TrimSpace(candidate.SourceURI) + candidate.Content = strings.TrimSpace(candidate.Content) + candidate.ApprovalStatus = strings.ToLower(strings.TrimSpace(candidate.ApprovalStatus)) + + if candidate.TenantID != query.TenantID || candidate.ApprovalStatus != "approved" { + continue + } + if candidate.DocumentID == "" || candidate.ChunkID == "" || candidate.SourceTitle == "" || candidate.SourceVersion == "" || candidate.Content == "" { + continue + } + if candidate.Score < query.MinScore { + continue + } + if !candidate.EffectiveAt.IsZero() && candidate.EffectiveAt.After(query.Now) { + continue + } + if candidate.ExpiresAt != nil && !candidate.ExpiresAt.After(query.Now) { + continue + } + key := candidate.DocumentID + "\x00" + candidate.ChunkID + "\x00" + candidate.SourceVersion + if _, exists := seen[key]; exists { + continue + } + seen[key] = struct{}{} + items = append(items, Item{ + DocumentID: candidate.DocumentID, + ChunkID: candidate.ChunkID, + Title: candidate.SourceTitle, + Version: candidate.SourceVersion, + Source: candidate.SourceURI, + Content: candidate.Content, + Score: candidate.Score, + EffectiveAt: candidate.EffectiveAt.UTC(), + }) + } + + sort.SliceStable(items, func(i, j int) bool { + if items[i].Score == items[j].Score { + return items[i].ChunkID < items[j].ChunkID + } + return items[i].Score > items[j].Score + }) + if len(items) > query.Limit { + items = items[:query.Limit] + } + return items, nil +} + +func min(left, right int) int { + if left < right { + return left + } + return right +} diff --git a/pkg/knowledge/service_test.go b/pkg/knowledge/service_test.go new file mode 100644 index 0000000..e2113a9 --- /dev/null +++ b/pkg/knowledge/service_test.go @@ -0,0 +1,81 @@ +package knowledge + +import ( + "context" + "testing" + "time" +) + +type fakeBackend struct { + candidates []Candidate +} + +func (f fakeBackend) Search(context.Context, Query) ([]Candidate, error) { + return append([]Candidate(nil), f.candidates...), nil +} + +func TestServiceFailsClosedAcrossTenantApprovalAndFreshness(t *testing.T) { + now := time.Date(2026, 7, 16, 10, 0, 0, 0, time.UTC) + expired := now.Add(-time.Minute) + future := now.Add(time.Hour) + backend := fakeBackend{candidates: []Candidate{ + validCandidate("tenant-a", "approved", "doc-1", "chunk-1", 0.95, now.Add(-time.Hour), nil), + validCandidate("tenant-b", "approved", "doc-2", "chunk-2", 0.99, now.Add(-time.Hour), nil), + validCandidate("tenant-a", "draft", "doc-3", "chunk-3", 0.99, now.Add(-time.Hour), nil), + validCandidate("tenant-a", "approved", "doc-4", "chunk-4", 0.99, future, nil), + validCandidate("tenant-a", "approved", "doc-5", "chunk-5", 0.99, now.Add(-time.Hour), &expired), + validCandidate("tenant-a", "approved", "doc-6", "chunk-6", 0.2, now.Add(-time.Hour), nil), + }} + service, err := NewService(backend) + if err != nil { + t.Fatal(err) + } + + items, err := service.Search(context.Background(), Query{ + TenantID: "tenant-a", + Text: "refund policy", + Limit: 10, + MinScore: 0.8, + Now: now, + }) + if err != nil { + t.Fatal(err) + } + if len(items) != 1 || items[0].ChunkID != "chunk-1" { + t.Fatalf("unexpected approved results: %#v", items) + } +} + +func TestServiceRequiresCompleteProvenanceAndDeduplicates(t *testing.T) { + now := time.Now().UTC() + valid := validCandidate("tenant-a", "approved", "doc-1", "chunk-1", 0.9, now.Add(-time.Hour), nil) + missingVersion := valid + missingVersion.ChunkID = "chunk-2" + missingVersion.SourceVersion = "" + backend := fakeBackend{candidates: []Candidate{valid, valid, missingVersion}} + service, _ := NewService(backend) + + items, err := service.Search(context.Background(), Query{TenantID: "tenant-a", Text: "question", Now: now}) + if err != nil { + t.Fatal(err) + } + if len(items) != 1 { + t.Fatalf("expected one complete unique result, got %#v", items) + } +} + +func validCandidate(tenant, status, documentID, chunkID string, score float64, effective time.Time, expires *time.Time) Candidate { + return Candidate{ + TenantID: tenant, + DocumentID: documentID, + ChunkID: chunkID, + SourceTitle: "Refund policy", + SourceVersion: "v3", + SourceURI: "https://support.example/policies/refunds", + Content: "Verified support content.", + ApprovalStatus: status, + EffectiveAt: effective, + ExpiresAt: expires, + Score: score, + } +} diff --git a/pkg/knowledge/vikingdb/backend.go b/pkg/knowledge/vikingdb/backend.go new file mode 100644 index 0000000..fc8b578 --- /dev/null +++ b/pkg/knowledge/vikingdb/backend.go @@ -0,0 +1,289 @@ +package vikingdb + +import ( + "context" + "errors" + "fmt" + "strconv" + "strings" + "time" + + volcretriever "github.com/cloudwego/eino-ext/components/retriever/volc_vikingdb" + einoretriever "github.com/cloudwego/eino/components/retriever" + "github.com/cloudwego/eino/schema" + + "github.com/Nesoriel/nivora/pkg/knowledge" +) + +const defaultOversample = 3 + +// FieldMapping maps the approved knowledge schema to VikingDB scalar fields. +type FieldMapping struct { + TenantID string + DocumentID string + ChunkID string + SourceTitle string + SourceVersion string + SourceURI string + ApprovalStatus string + EffectiveAt string + ExpiresAt string +} + +// DefaultFieldMapping returns the recommended collection schema. +func DefaultFieldMapping() FieldMapping { + return FieldMapping{ + TenantID: "tenant_id", + DocumentID: "document_id", + ChunkID: "chunk_id", + SourceTitle: "source_title", + SourceVersion: "source_version", + SourceURI: "source_uri", + ApprovalStatus: "approval_status", + EffectiveAt: "effective_at", + ExpiresAt: "expires_at", + } +} + +// Config configures the Provider-side VikingDB reference adapter. +type Config struct { + Host string + Region string + AK string + SK string + Scheme string + Collection string + Index string + Partition string + ConnectionTimeout int64 + WithMultiModal bool + EmbeddingModel string + UseSparse bool + DenseWeight float64 + Oversample int + Fields FieldMapping +} + +// DocumentRetriever is the official Eino Retriever surface used by the adapter. +type DocumentRetriever interface { + Retrieve(context.Context, string, ...einoretriever.Option) ([]*schema.Document, error) +} + +// Backend implements knowledge.Backend using the official Eino VikingDB component. +type Backend struct { + retriever DocumentRetriever + fields FieldMapping + oversample int +} + +// New creates a VikingDB backend. SDK panics during its eager Ping are converted +// to errors so an invalid configuration cannot crash a Provider process. +func New(ctx context.Context, config Config) (backend *Backend, err error) { + defer func() { + if recovered := recover(); recovered != nil { + backend = nil + err = fmt.Errorf("initialize VikingDB retriever: %v", recovered) + } + }() + + config.Host = strings.TrimSpace(config.Host) + config.Region = strings.TrimSpace(config.Region) + config.Collection = strings.TrimSpace(config.Collection) + config.Index = strings.TrimSpace(config.Index) + if config.Host == "" || config.Region == "" || config.Collection == "" || config.Index == "" { + return nil, errors.New("VikingDB host, region, collection, and index are required") + } + if config.Scheme == "" { + config.Scheme = "https" + } + if !config.WithMultiModal && strings.TrimSpace(config.EmbeddingModel) == "" { + return nil, errors.New("VikingDB embedding model is required when platform vectorization is disabled") + } + if config.Oversample <= 0 { + config.Oversample = defaultOversample + } + config.Fields = normalizeFields(config.Fields) + + topK := 100 + retriever, err := volcretriever.NewRetriever(ctx, &volcretriever.RetrieverConfig{ + Host: config.Host, + Region: config.Region, + AK: config.AK, + SK: config.SK, + Scheme: config.Scheme, + ConnectionTimeout: config.ConnectionTimeout, + Collection: config.Collection, + Index: config.Index, + Partition: config.Partition, + TopK: &topK, + WithMultiModal: config.WithMultiModal, + EmbeddingConfig: volcretriever.EmbeddingConfig{ + UseBuiltin: !config.WithMultiModal, + ModelName: config.EmbeddingModel, + UseSparse: config.UseSparse, + DenseWeight: config.DenseWeight, + }, + }) + if err != nil { + return nil, fmt.Errorf("create VikingDB retriever: %w", err) + } + return &Backend{retriever: retriever, fields: config.Fields, oversample: config.Oversample}, nil +} + +// NewWithRetriever creates a backend around a supplied Retriever for tests or +// Provider-specific construction. +func NewWithRetriever(retriever DocumentRetriever, fields FieldMapping, oversample int) (*Backend, error) { + if retriever == nil { + return nil, errors.New("document retriever is required") + } + if oversample <= 0 { + oversample = defaultOversample + } + return &Backend{retriever: retriever, fields: normalizeFields(fields), oversample: oversample}, nil +} + +// Search pushes tenant and approval filters into VikingDB, then maps complete +// provenance for the outer knowledge.Service to validate again. +func (b *Backend) Search(ctx context.Context, query knowledge.Query) ([]knowledge.Candidate, error) { + limit := query.Limit * b.oversample + if limit < query.Limit { + limit = query.Limit + } + if limit > 100 { + limit = 100 + } + filter := map[string]any{ + "op": "and", + "conditions": []map[string]any{ + {"op": "term", "field": b.fields.TenantID, "value": query.TenantID}, + {"op": "term", "field": b.fields.ApprovalStatus, "value": "approved"}, + }, + } + documents, err := b.retriever.Retrieve( + ctx, + query.Text, + einoretriever.WithTopK(limit), + einoretriever.WithScoreThreshold(query.MinScore), + einoretriever.WithDSLInfo(filter), + ) + if err != nil { + return nil, fmt.Errorf("retrieve approved VikingDB knowledge: %w", err) + } + + candidates := make([]knowledge.Candidate, 0, len(documents)) + for _, document := range documents { + if document == nil { + continue + } + fields, _ := document.MetaData[volcretriever.ExtraKeyVikingDBFields].(map[string]any) + candidate := knowledge.Candidate{ + TenantID: stringField(fields, b.fields.TenantID), + DocumentID: firstNonEmpty(stringField(fields, b.fields.DocumentID), document.ID), + ChunkID: firstNonEmpty(stringField(fields, b.fields.ChunkID), document.ID), + SourceTitle: stringField(fields, b.fields.SourceTitle), + SourceVersion: stringField(fields, b.fields.SourceVersion), + SourceURI: stringField(fields, b.fields.SourceURI), + Content: document.Content, + ApprovalStatus: stringField(fields, b.fields.ApprovalStatus), + EffectiveAt: timeField(fields, b.fields.EffectiveAt), + ExpiresAt: optionalTimeField(fields, b.fields.ExpiresAt), + Score: document.Score(), + } + candidates = append(candidates, candidate) + } + return candidates, nil +} + +func normalizeFields(fields FieldMapping) FieldMapping { + defaults := DefaultFieldMapping() + if strings.TrimSpace(fields.TenantID) == "" { + fields.TenantID = defaults.TenantID + } + if strings.TrimSpace(fields.DocumentID) == "" { + fields.DocumentID = defaults.DocumentID + } + if strings.TrimSpace(fields.ChunkID) == "" { + fields.ChunkID = defaults.ChunkID + } + if strings.TrimSpace(fields.SourceTitle) == "" { + fields.SourceTitle = defaults.SourceTitle + } + if strings.TrimSpace(fields.SourceVersion) == "" { + fields.SourceVersion = defaults.SourceVersion + } + if strings.TrimSpace(fields.SourceURI) == "" { + fields.SourceURI = defaults.SourceURI + } + if strings.TrimSpace(fields.ApprovalStatus) == "" { + fields.ApprovalStatus = defaults.ApprovalStatus + } + if strings.TrimSpace(fields.EffectiveAt) == "" { + fields.EffectiveAt = defaults.EffectiveAt + } + if strings.TrimSpace(fields.ExpiresAt) == "" { + fields.ExpiresAt = defaults.ExpiresAt + } + return fields +} + +func stringField(fields map[string]any, name string) string { + value, ok := fields[name] + if !ok || value == nil { + return "" + } + switch typed := value.(type) { + case string: + return strings.TrimSpace(typed) + case fmt.Stringer: + return strings.TrimSpace(typed.String()) + default: + return strings.TrimSpace(fmt.Sprint(typed)) + } +} + +func timeField(fields map[string]any, name string) time.Time { + parsed, _ := parseTime(fields[name]) + return parsed +} + +func optionalTimeField(fields map[string]any, name string) *time.Time { + parsed, ok := parseTime(fields[name]) + if !ok { + return nil + } + return &parsed +} + +func parseTime(value any) (time.Time, bool) { + switch typed := value.(type) { + case time.Time: + return typed.UTC(), true + case string: + typed = strings.TrimSpace(typed) + if typed == "" { + return time.Time{}, false + } + if parsed, err := time.Parse(time.RFC3339, typed); err == nil { + return parsed.UTC(), true + } + if unix, err := strconv.ParseInt(typed, 10, 64); err == nil { + return time.Unix(unix, 0).UTC(), true + } + case int64: + return time.Unix(typed, 0).UTC(), true + case int: + return time.Unix(int64(typed), 0).UTC(), true + case float64: + return time.Unix(int64(typed), 0).UTC(), true + } + return time.Time{}, false +} + +func firstNonEmpty(values ...string) string { + for _, value := range values { + if value = strings.TrimSpace(value); value != "" { + return value + } + } + return "" +} diff --git a/pkg/knowledge/vikingdb/backend_test.go b/pkg/knowledge/vikingdb/backend_test.go new file mode 100644 index 0000000..13bc762 --- /dev/null +++ b/pkg/knowledge/vikingdb/backend_test.go @@ -0,0 +1,108 @@ +package vikingdb + +import ( + "context" + "testing" + "time" + + volcretriever "github.com/cloudwego/eino-ext/components/retriever/volc_vikingdb" + einoretriever "github.com/cloudwego/eino/components/retriever" + "github.com/cloudwego/eino/schema" + + "github.com/Nesoriel/nivora/pkg/knowledge" +) + +type fakeRetriever struct { + documents []*schema.Document + options *einoretriever.Options +} + +func (f *fakeRetriever) Retrieve(_ context.Context, _ string, options ...einoretriever.Option) ([]*schema.Document, error) { + f.options = einoretriever.GetCommonOptions(&einoretriever.Options{}, options...) + return f.documents, nil +} + +func TestBackendPushesTenantAndApprovalFilters(t *testing.T) { + now := time.Date(2026, 7, 16, 10, 0, 0, 0, time.UTC) + fields := map[string]any{ + "tenant_id": "tenant-a", + "document_id": "doc-1", + "chunk_id": "chunk-1", + "source_title": "Refund policy", + "source_version": "v4", + "source_uri": "https://support.example/refunds", + "approval_status": "approved", + "effective_at": now.Add(-time.Hour).Format(time.RFC3339), + "expires_at": now.Add(time.Hour).Unix(), + } + document := (&schema.Document{ + ID: "viking-primary-key", + Content: "Refunds are verified from the transaction ledger.", + MetaData: map[string]any{ + volcretriever.ExtraKeyVikingDBFields: fields, + }, + }).WithScore(0.91) + fake := &fakeRetriever{documents: []*schema.Document{document}} + backend, err := NewWithRetriever(fake, FieldMapping{}, 3) + if err != nil { + t.Fatal(err) + } + + candidates, err := backend.Search(context.Background(), knowledge.Query{ + TenantID: "tenant-a", + Text: "refund", + Limit: 6, + MinScore: 0.8, + Now: now, + }) + if err != nil { + t.Fatal(err) + } + if len(candidates) != 1 || candidates[0].DocumentID != "doc-1" || candidates[0].SourceVersion != "v4" { + t.Fatalf("unexpected candidates: %#v", candidates) + } + if fake.options == nil || fake.options.DSLInfo == nil { + t.Fatal("expected VikingDB filter DSL") + } + conditions, ok := fake.options.DSLInfo["conditions"].([]map[string]any) + if !ok || len(conditions) != 2 { + t.Fatalf("unexpected filter: %#v", fake.options.DSLInfo) + } + if conditions[0]["field"] != "tenant_id" || conditions[0]["value"] != "tenant-a" { + t.Fatalf("tenant filter missing: %#v", conditions) + } + if conditions[1]["field"] != "approval_status" || conditions[1]["value"] != "approved" { + t.Fatalf("approval filter missing: %#v", conditions) + } + if fake.options.TopK == nil || *fake.options.TopK != 18 { + t.Fatalf("expected oversampled top-k 18, got %#v", fake.options.TopK) + } +} + +func TestBackendLeavesMalformedMetadataForOuterFailClosedValidation(t *testing.T) { + document := (&schema.Document{ + ID: "chunk-only", + Content: "Untrusted content", + MetaData: map[string]any{ + volcretriever.ExtraKeyVikingDBFields: map[string]any{ + "tenant_id": "wrong-tenant", + "approval_status": "draft", + }, + }, + }).WithScore(0.99) + fake := &fakeRetriever{documents: []*schema.Document{document}} + backend, _ := NewWithRetriever(fake, FieldMapping{}, 1) + service, _ := knowledge.NewService(backend) + + items, err := service.Search(context.Background(), knowledge.Query{ + TenantID: "tenant-a", + Text: "question", + MinScore: 0.5, + }) + if err != nil { + t.Fatal(err) + } + if len(items) != 0 { + t.Fatalf("malformed cross-tenant knowledge leaked: %#v", items) + } +}