version: "3.8" services: qdrant: image: qdrant/qdrant:latest container_name: qdrant restart: unless-stopped ports: - "${QDRANT_HTTP_PORT:-6333}:6333" - "${QDRANT_GRPC_PORT:-6334}:6334" volumes: - qdrant_data:/qdrant/storage - qdrant_snapshots:/qdrant/snapshots environment: - QDRANT__SERVICE__API_KEY=${QDRANT_API_KEY:-} volumes: qdrant_data: qdrant_snapshots: