docker-compose.yml

version: "3.8"
services:
  semantic-search:
    build: .
    ports:
      - "8000:8000"
    volumes:
      # Mount cache files so index and clustering don't rebuild on every container restart
      - ./data:/app/data
    environment:
      - PYTHONUNBUFFERED=1
      - DATABASE_URL=postgresql+asyncpg://postgres:postgres@postgres:5432/analytics
    depends_on:
      - postgres
    # Limit memory to prevent OOM kills on small host machines (model + FAISS + GMM takes ~1.5GB)
    deploy:
      resources:
        limits:
          memory: 3G

  postgres:
    image: postgres:15-alpine
    environment:
      - POSTGRES_USER=postgres
      - POSTGRES_PASSWORD=postgres
      - POSTGRES_DB=analytics
    ports:
      - "5432:5432"
    volumes:
      - pgdata:/var/lib/postgresql/data

volumes:
  pgdata: