services:
  qdrant:
    image: qdrant/qdrant:v1.15.1
    container_name: qdrant
    ports:
      - "6333:6333"  # HTTP API
      - "6334:6334"  # gRPC API
    volumes:
      - ./data/qdrant/storage:/qdrant/storage
    environment:
      - QDRANT__SERVICE__HTTP_PORT=6333
      - QDRANT__SERVICE__GRPC_PORT=6334
    deploy:
      resources:
        limits:
          memory: 4G
          cpus: '2'
        reservations:
          memory: 2G
          cpus: '1'
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:6333/healthz"]
      interval: 10s
      timeout: 5s
      retries: 3

  backend:
    build:
      context: .
      dockerfile: ./src/backend/Dockerfile
    container_name: backend
    ports:
      - "8000:8000"
    env_file:
      - .env
    environment:
      # Local Qdrant (when USE_CLOUD_QDRANT=false)
      - QDRANT_HOST=http://qdrant:6333
      - QDRANT_GRPC_PORT=6334
      # Cloud Qdrant settings from .env (USE_CLOUD_QDRANT, QDRANT_CLOUD_URL, QDRANT_CLOUD_API_KEY)
      - USE_CLOUD_QDRANT=${USE_CLOUD_QDRANT:-false}
      - QDRANT_CLOUD_URL=${QDRANT_CLOUD_URL}
      - QDRANT_CLOUD_API_KEY=${QDRANT_CLOUD_API_KEY}
      - ENVIRONMENT=${ENVIRONMENT:-localhost}
    volumes:
      - ./data:/app/data
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8000/healthcheck"]
      interval: 10s
      timeout: 5s
      retries: 3
    depends_on:
      - qdrant

  pipeline:
    build:
      context: .
      dockerfile: ./src/lex/Dockerfile
    container_name: pipeline
    env_file:
      - .env
    environment:
      - QDRANT_HOST=http://qdrant:6333
      - QDRANT_GRPC_PORT=6334
      - ENVIRONMENT=${ENVIRONMENT:-localhost}
    volumes:
      - ./data:/app/data
    # Keep container running for executing commands
    tty: true
    stdin_open: true
    # Increased memory for parallel embedding generation (50 workers)
    deploy:
      resources:
        limits:
          memory: 8G
        reservations:
          memory: 4G
    depends_on:
      - qdrant