import os from dotenv import load_dotenv from qdrant_client import QdrantClient # Load .env file load_dotenv() # Fetch credentials from environment QDRANT_URL = os.getenv("QDRANT_URL") QDRANT_API_KEY = os.getenv("QDRANT_API_KEY") client = QdrantClient( url=QDRANT_URL, api_key=QDRANT_API_KEY, )