VCell-AI/docker-compose.yml at main · virtualcell/VCell-AI · GitHub

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services:
  ### Vector DB (Qdrant)
  qdrant:
    image: qdrant/qdrant
    container_name: qdrant-vcell
    ports:
      - "6333:6333"     # REST API
      - "6334:6334"     # gRPC API
    volumes:
      - qdrant-data:/qdrant/storage
    restart: unless-stopped

  ### LiteLLM Proxy (OpenAI-compatible LLM gateway)
  litellm:
    image: ghcr.io/berriai/litellm:main-stable
    container_name: litellm-vcellai
    ports:
      - "4000:4000"
    volumes:
      - ./litellm_config.yaml:/app/config.yaml
    env_file:
      - ./litellm.env
    command: --config /app/config.yaml
    restart: unless-stopped

  ### Backend (FastAPI with Poetry)
  backend:
    build: ./backend
    container_name: vcell-backend
    ports:
      - "8000:8000"
    depends_on:
      - qdrant
    volumes:
      - ./backend:/app
    command: ["sh", "-c", "poetry run uvicorn app.main:app --host 0.0.0.0 --port 8000"]
    environment:
      - QDRANT_URL=http://qdrant:6333
    env_file:
      - ./backend/.env

  ### Frontend (Next.js)
  frontend:
    build:
      context: ./frontend
      dockerfile: Dockerfile
    container_name: frontend-vcell
    ports:
      - "3000:3000"
    depends_on:
      - backend
    env_file:
      - ./frontend/.env

volumes:
  qdrant-data:
    driver: local