services:
  qdrant:
    image: qdrant/qdrant
    container_name: kb-qdrant
    ports:
      - "127.0.0.1:6333:6333"
      - "127.0.0.1:6334:6334"
    volumes:
      - kb-qdrant-storage:/qdrant/storage
    restart: unless-stopped

volumes:
  kb-qdrant-storage:
    external: true   # the volume created by run_qdrant.sh; drop 'external' for a fresh one