MMA-RAG/docker-compose.yml at main · Champ-X/MMA-RAG · GitHub

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services:
  # FastAPI 后端服务
  backend:
    build: ./backend
    container_name: mmrag_backend
    ports:
      - "8000:8000"
    # Compose only auto-loads a project-root .env for interpolation. Runtime
    # credentials live in backend/.env, so load that file into the container
    # explicitly instead of replacing the key with an empty shell variable.
    env_file:
      - ./backend/.env
    environment:
      - MINIO_ENDPOINT=minio:9000
      # 预签名 URL 供浏览器加载；须与宿主机访问 MinIO 的 host:port 一致（见 minio ports 映射）
      - MINIO_PUBLIC_ENDPOINT=localhost:9000
      - MINIO_ACCESS_KEY=minioadmin
      - MINIO_SECRET_KEY=minioadmin
      - MINIO_REGION=${MINIO_REGION:-us-east-1}
      - QDRANT_HOST=qdrant
      - QDRANT_PORT=6333
      - REDIS_URL=redis://redis:6379/0
      - CELERY_BROKER_URL=redis://redis:6379/0
      - CELERY_RESULT_BACKEND=redis://redis:6379/0
    volumes:
      - ./minio_data:/data
      - ./qdrant_storage:/qdrant/storage
      - ./data/huggingface_cache:/root/.cache/huggingface
    depends_on:
      - minio
      - qdrant
      - redis
    networks:
      - mmrag_network

  # MinIO 对象存储服务
  minio:
    image: quay.io/minio/minio:RELEASE.2025-09-07T16-13-09Z
    container_name: mmrag_minio
    ports:
      - "9000:9000"
      - "9001:9001"
    environment:
      - MINIO_ROOT_USER=minioadmin
      - MINIO_ROOT_PASSWORD=minioadmin
    command: server /data --console-address ":9001"
    volumes:
      - ./minio_data:/data
    networks:
      - mmrag_network

  # Qdrant 向量数据库
  qdrant:
    # Keep the storage format stable across local restarts and restores.
    image: qdrant/qdrant:v1.16.2
    container_name: mmrag_qdrant
    ports:
      - "6333:6333"
      - "6334:6334"
    volumes:
      - ./qdrant_storage:/qdrant/storage
    networks:
      - mmrag_network

  # Redis 缓存服务
  redis:
    image: redis:7-alpine
    container_name: mmrag_redis
    ports:
      - "6379:6379"
    networks:
      - mmrag_network

  # Celery Worker (异步任务处理)
  celery_worker:
    build: ./backend
    container_name: mmrag_celery_worker
    command: celery -A celery_app worker -Q knowledge,ingestion,retrieval,celery --loglevel=info
    env_file:
      - ./backend/.env
    environment:
      - MINIO_ENDPOINT=minio:9000
      - MINIO_PUBLIC_ENDPOINT=localhost:9000
      - MINIO_ACCESS_KEY=minioadmin
      - MINIO_SECRET_KEY=minioadmin
      - MINIO_REGION=${MINIO_REGION:-us-east-1}
      - QDRANT_HOST=qdrant
      - QDRANT_PORT=6333
      - REDIS_URL=redis://redis:6379/0
      - CELERY_BROKER_URL=redis://redis:6379/0
      - CELERY_RESULT_BACKEND=redis://redis:6379/0
    volumes:
      - ./minio_data:/data
      - ./qdrant_storage:/qdrant/storage
      - ./data/huggingface_cache:/root/.cache/huggingface
    depends_on:
      - redis
      - minio
      - qdrant
    networks:
      - mmrag_network

  # Celery Flower (任务监控界面)
  celery_flower:
    build: ./backend
    container_name: mmrag_celery_flower
    command: celery -A celery_app flower --port=5555
    ports:
      - "5555:5555"
    environment:
      - REDIS_URL=redis://redis:6379/0
    depends_on:
      - celery_worker
    networks:
      - mmrag_network

networks:
  mmrag_network:
    driver: bridge

volumes:
  minio_data:
  qdrant_storage: