services:
  qdrant:
    image: qdrant/qdrant:v1.18.0
    restart: unless-stopped
    ports:
      - "6333:6333"   # REST
      - "6334:6334"   # gRPC
    volumes:
      - ./qdrant_storage:/qdrant/storage
    environment:
      # uncomment to protect the server (then pass --api-key to load_all.py
      # and api_key=... in every client):
      # QDRANT__SERVICE__API_KEY: change-me
      QDRANT__STORAGE__ON_DISK_PAYLOAD: "true"