docker-compose.yaml

services:
  operations-memory-postgres:
    build:
      context: ./docker/postgres-vchord
      args:
        VCHORD_SUITE_IMAGE: ghcr.io/tensorchord/vchord-suite:pg18-latest
    image: operations-memory-postgres-vchord:pg18
    environment:
      POSTGRES_USER: operations_memory
      POSTGRES_PASSWORD: password
      POSTGRES_DB: operations_memory
    ports:
      - "5432:5432"
    volumes:
      - operations-memory-db-data:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U operations_memory -d operations_memory"]
      interval: 5s
      timeout: 5s
      retries: 20

  # Standalone Operations Memory server, backed by the Postgres above.
  # Run: docker compose up -d operations-memory-postgres operations-memory
  operations-memory:
    build:
      context: .
      dockerfile: docker/operations-memory/Dockerfile
    image: operations-memory-go:local
    environment:
      OPS_MEMORY_DATABASE_URL: postgresql://operations_memory:password@operations-memory-postgres:5432/operations_memory
      OPS_MEMORY_MCP_ENABLED: "true"
      OPS_MEMORY_HOST: "0.0.0.0"
      OPS_MEMORY_PORT: "8888"
      OPS_MEMORY_FEATURE_BANKS: "true"
      OPS_MEMORY_STORAGE_PROFILE: vchord
      OPS_MEMORY_EMBEDDINGS_PROVIDER: ${OPS_MEMORY_EMBEDDINGS_PROVIDER:-openai}
      OPS_MEMORY_EMBEDDINGS_OPENAI_API_KEY: ${OPS_MEMORY_EMBEDDINGS_OPENAI_API_KEY:-}
      OPS_MEMORY_EMBEDDINGS_OPENAI_BASE_URL: ${OPS_MEMORY_EMBEDDINGS_OPENAI_BASE_URL:-https://llm-gateway.centralcloud.com/v1}
      OPS_MEMORY_EMBEDDINGS_OPENAI_MODEL: ${OPS_MEMORY_EMBEDDINGS_OPENAI_MODEL:-qwen/qwen3-embedding-4b}
      OPS_MEMORY_EMBEDDINGS_OPENAI_DIMENSIONS: ${OPS_MEMORY_EMBEDDINGS_OPENAI_DIMENSIONS:-}
      OPS_MEMORY_RERANK_OPENAI_BASE_URL: ${OPS_MEMORY_RERANK_OPENAI_BASE_URL:-https://llm-gateway.centralcloud.com/v1}
      OPS_MEMORY_RERANK_MODEL: ${OPS_MEMORY_RERANK_MODEL:-qwen/qwen3-reranker-4b}
      OPS_MEMORY_VECTOR_EXTENSION: vchord
      OPS_MEMORY_TEXT_SEARCH_EXTENSION: vchord
    ports:
      - "8888:8888"
    depends_on:
      operations-memory-postgres:
        condition: service_healthy

volumes:
  operations-memory-db-data: