import asyncio import os from qdrant_client import AsyncQdrantClient from dotenv import load_dotenv load_dotenv() QDRANT_URL = os.getenv("QDRANT_URL") QDRANT_API_KEY = os.getenv("QDRANT_API_KEY") async def check(): client = AsyncQdrantClient(url=QDRANT_URL, api_key=QDRANT_API_KEY) try: info = await client.get_collection("listings") print(f"Collection: listings") print(f"Vector size: {info.config.params.vectors.size}") print(f"Points count: {info.points_count}") except Exception as e: print(f"Error: {e}") if __name__ == "__main__": asyncio.run(check())