name: mtuci-qdrant-local services: qdrant: image: qdrant/qdrant:${QDRANT_VERSION:-latest} restart: unless-stopped ports: - "127.0.0.1:${QDRANT_HTTP_PORT:-6333}:6333" - "127.0.0.1:${QDRANT_GRPC_PORT:-6334}:6334" environment: QDRANT__SERVICE__API_KEY: ${QDRANT_API_KEY:?Set QDRANT_API_KEY in .env before starting} QDRANT__SERVICE__HTTP_PORT: "6333" QDRANT__SERVICE__GRPC_PORT: "6334" volumes: - qdrant_storage:/qdrant/storage - qdrant_snapshots:/qdrant/snapshots networks: - vector volumes: qdrant_storage: qdrant_snapshots: networks: vector: name: mtuci-vector-network