b536672000
- PostgreSQL 切换 pgvector/pgvector:pg17 镜像;迁移 000024 建 vector 扩展、 knowledge_chunks.embedding vector(1024) + HNSW 余弦索引,retrieval_mode 放宽三态 - OllamaEmbedder 本地 bge-m3 批量嵌入,404 惰性 pull 重试,维度/超时校验,可整体关闭 - SemanticRetriever/HybridRetriever + NewRetriever 按 retrieval_mode 分发,缺 embedder 回退 FTS - 文档入库同步批量向量化;Ollama 故障降级入库 + embedding_failed 事件 - 修复 pgx CopyFrom 对 vector 列二进制编码误读:COPY 基础列后同事务 unnest 批量回填 - 修复降级路径 embeddings=nil 索引越界 panic(Add 与 Reprocess) - 知识库列表 vectorized_chunk_count + 前端三态检索模式选择与向量化覆盖率 - 单测 embedder/retrievers + 集成 TestKnowledgeVectorLifecycle 全绿 Co-Authored-By: Claude <noreply@anthropic.com>
232 lines
7.2 KiB
YAML
232 lines
7.2 KiB
YAML
name: ai-gateway
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x-backend-build: &backend-build
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context: ..
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dockerfile: deploy/Dockerfile
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args:
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VERSION: ${GATEWAY_VERSION:-0.10.0}
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x-gateway-environment: &gateway-environment
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APP_ENV: production
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HTTP_ADDR: :8080
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DATABASE_URL: ${DATABASE_URL:?DATABASE_URL is required}
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REDIS_CRITICAL_URL: ${REDIS_CRITICAL_URL:?REDIS_CRITICAL_URL is required}
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REDIS_CACHE_URL: ${REDIS_CACHE_URL:-}
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GATEWAY_BOOTSTRAP_API_KEY_ENABLED: ${GATEWAY_BOOTSTRAP_API_KEY_ENABLED:-false}
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GATEWAY_BOOTSTRAP_API_KEY: ${GATEWAY_BOOTSTRAP_API_KEY:-}
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CREDENTIAL_MASTER_KEY: ${CREDENTIAL_MASTER_KEY:?CREDENTIAL_MASTER_KEY is required}
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CREDENTIAL_KEK_VERSION: ${CREDENTIAL_KEK_VERSION:-1}
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CREDENTIAL_KEK_KEYRING: ${CREDENTIAL_KEK_KEYRING:-}
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ALLOW_PRIVATE_PROVIDER_URLS: ${ALLOW_PRIVATE_PROVIDER_URLS:-false}
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ALLOW_PRIVATE_TOOL_URLS: ${ALLOW_PRIVATE_TOOL_URLS:-false}
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ALLOW_PRIVATE_WEBHOOK_URLS: ${ALLOW_PRIVATE_WEBHOOK_URLS:-false}
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UPSTREAM_FALLBACK_ENABLED: ${UPSTREAM_FALLBACK_ENABLED:-false}
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UPSTREAM_BASE_URL: ${UPSTREAM_BASE_URL:-https://api.openai.com}
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UPSTREAM_API_KEY: ${UPSTREAM_API_KEY:-}
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SHADOW_BASE_URL: ${SHADOW_BASE_URL:-}
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SHADOW_API_KEY: ${SHADOW_API_KEY:-}
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SHADOW_SAMPLE_RATE: ${SHADOW_SAMPLE_RATE:-0}
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S3_ENDPOINT: ${S3_ENDPOINT:-http://minio:9000}
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S3_ACCESS_KEY_ID: ${S3_ACCESS_KEY_ID:-gateway}
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S3_SECRET_ACCESS_KEY: ${S3_SECRET_ACCESS_KEY:-}
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S3_BUCKET: ${S3_BUCKET:-gateway-files}
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S3_REGION: ${S3_REGION:-us-east-1}
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S3_USE_SSL: ${S3_USE_SSL:-false}
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S3_MAX_FILE_BYTES: ${S3_MAX_FILE_BYTES:-134217728}
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# M8 P2:本地 Ollama 向量化。生产可整体关闭(EMBEDDINGS_ENABLED=false)走纯 FTS。
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EMBEDDINGS_ENABLED: ${EMBEDDINGS_ENABLED:-true}
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OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://ollama:11434}
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EMBEDDING_MODEL: ${EMBEDDING_MODEL:-bge-m3}
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EMBEDDING_DIM: ${EMBEDDING_DIM:-1024}
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EMBEDDING_BATCH_SIZE: ${EMBEDDING_BATCH_SIZE:-64}
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EMBEDDING_TIMEOUT: ${EMBEDDING_TIMEOUT:-120s}
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x-backend-service: &backend-service
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image: ai-gateway-go:${GATEWAY_VERSION:-0.10.0}
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build: *backend-build
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environment: *gateway-environment
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read_only: true
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tmpfs:
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- /tmp:size=64m,mode=1777
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cap_drop:
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- ALL
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security_opt:
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- no-new-privileges:true
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services:
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# M8 P2:pgvector 镜像提供 vector 扩展;数据卷与 postgres:17-alpine 兼容。
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postgres:
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image: pgvector/pgvector:pg17
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environment:
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POSTGRES_DB: ${POSTGRES_DB:-gateway}
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POSTGRES_USER: ${POSTGRES_USER:-gateway}
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POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:?POSTGRES_PASSWORD is required}
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volumes:
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- postgres-data:/var/lib/postgresql/data
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healthcheck:
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test: ["CMD-SHELL", "pg_isready -U $${POSTGRES_USER} -d $${POSTGRES_DB}"]
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interval: 5s
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timeout: 3s
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retries: 30
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restart: unless-stopped
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redis-critical:
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image: redis:8.2-alpine
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environment:
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REDIS_PASSWORD: ${REDIS_PASSWORD:?REDIS_PASSWORD is required}
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command:
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- sh
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- -c
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- exec redis-server --requirepass "$${REDIS_PASSWORD}" --appendonly yes --appendfsync everysec --maxmemory-policy noeviction
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volumes:
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- redis-critical-data:/data
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healthcheck:
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test: ["CMD-SHELL", "redis-cli --no-auth-warning -a \"$${REDIS_PASSWORD}\" ping | grep -q PONG"]
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interval: 5s
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timeout: 3s
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retries: 30
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restart: unless-stopped
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redis-cache:
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image: redis:8.2-alpine
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environment:
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REDIS_PASSWORD: ${REDIS_PASSWORD:?REDIS_PASSWORD is required}
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REDIS_CACHE_MAXMEMORY: ${REDIS_CACHE_MAXMEMORY:-256mb}
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command:
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- sh
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- -c
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- exec redis-server --requirepass "$${REDIS_PASSWORD}" --maxmemory "$${REDIS_CACHE_MAXMEMORY}" --maxmemory-policy allkeys-lfu --save ""
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healthcheck:
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test: ["CMD-SHELL", "redis-cli --no-auth-warning -a \"$${REDIS_PASSWORD}\" ping | grep -q PONG"]
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interval: 5s
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timeout: 3s
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retries: 30
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restart: unless-stopped
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migrator:
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<<: *backend-service
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entrypoint: ["gateway-migrator"]
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depends_on:
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postgres:
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condition: service_healthy
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restart: "no"
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gateway-api:
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<<: *backend-service
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ports:
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- "${GATEWAY_BIND_IP:-127.0.0.1}:${GATEWAY_PORT:-8080}:8080"
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depends_on:
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migrator:
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condition: service_completed_successfully
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redis-critical:
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condition: service_healthy
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redis-cache:
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condition: service_healthy
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minio:
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condition: service_started
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# 向量化不阻断 API 启动:ollama 未就绪时知识库入库降级。
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ollama:
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condition: service_started
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healthcheck:
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test: ["CMD-SHELL", "wget -q -O /dev/null http://127.0.0.1:8080/readyz"]
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interval: 10s
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timeout: 3s
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retries: 30
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start_period: 10s
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restart: unless-stopped
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admin-web:
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image: ai-gateway-admin:${GATEWAY_VERSION:-0.10.0}
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build:
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context: ..
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dockerfile: deploy/Dockerfile.web
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args:
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APP: admin
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ports:
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- "${WEB_BIND_IP:-127.0.0.1}:${ADMIN_PORT:-8081}:80"
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depends_on:
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gateway-api:
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condition: service_healthy
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restart: unless-stopped
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portal-web:
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image: ai-gateway-portal:${GATEWAY_VERSION:-0.10.0}
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build:
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context: ..
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dockerfile: deploy/Dockerfile.web
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args:
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APP: portal
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ports:
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- "${WEB_BIND_IP:-127.0.0.1}:${PORTAL_PORT:-8082}:80"
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depends_on:
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gateway-api:
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condition: service_healthy
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restart: unless-stopped
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outbox-worker:
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<<: *backend-service
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entrypoint: ["gateway-outbox-worker"]
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depends_on:
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migrator:
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condition: service_completed_successfully
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redis-critical:
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condition: service_healthy
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restart: unless-stopped
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maintenance-worker:
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<<: *backend-service
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entrypoint: ["gateway-maintenance"]
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depends_on:
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migrator:
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condition: service_completed_successfully
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restart: unless-stopped
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notification-worker:
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<<: *backend-service
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entrypoint: ["gateway-notification-worker"]
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depends_on:
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migrator:
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condition: service_completed_successfully
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redis-critical:
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condition: service_healthy
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restart: unless-stopped
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# M8: 对象存储。MinIO 不暴露主机端口,上传/下载全部经网关代理;
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# 桶由 gateway-api 启动时的 EnsureBucket 兜底创建。stateful 服务不做加固。
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minio:
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image: minio/minio:latest
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command: ["server", "/data", "--console-address", ":9001"]
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environment:
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MINIO_ROOT_USER: ${S3_ACCESS_KEY_ID:-gateway}
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MINIO_ROOT_PASSWORD: ${S3_SECRET_ACCESS_KEY:-}
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volumes:
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- minio-data:/data
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restart: unless-stopped
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# M8 P2:本地向量化(默认 bge-m3)。stateful,首次 embed 惰性 pull 模型;
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# 生产不需要时可移除并设 EMBEDDINGS_ENABLED=false 走纯 FTS。
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ollama:
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image: ollama/ollama:latest
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volumes:
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- ollama-models:/root/.ollama
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restart: unless-stopped
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bootstrap-admin:
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<<: *backend-service
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profiles: ["tools"]
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entrypoint: ["gateway-bootstrap"]
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environment:
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<<: *gateway-environment
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BOOTSTRAP_ADMIN_USERNAME: ${BOOTSTRAP_ADMIN_USERNAME:-admin}
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BOOTSTRAP_ADMIN_PASSWORD: ${BOOTSTRAP_ADMIN_PASSWORD:-}
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depends_on:
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migrator:
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condition: service_completed_successfully
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restart: "no"
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volumes:
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postgres-data:
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redis-critical-data:
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minio-data:
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ollama-models:
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