edu_assistant/utils/qdrant_utils.py

import os
from functools import lru_cache

from qdrant_client import QdrantClient


@lru_cache(maxsize=1)
def load_qdrant_client():
    qdrant_url = os.environ.get("QDRANT_API_BASE", "")
    qdrant_apikey = os.environ.get("QDRANT_API_KEY", "")
    client = QdrantClient(url=qdrant_url, api_key=qdrant_apikey)

    return client