key update

hf_retrieval.py

@@ -15,11 +15,9 @@ checkpoint_path = "finetuned_clip.pt"
 model.load_state_dict(torch.load(checkpoint_path, map_location="cpu"))
 model.eval()
 
-print("Type of QDRANT_CLOUD_URL:", type(os.environ["QDRANT_CLOUD_URL"]))
-print("Type of QDRANT_API_KEY:", type(os.environ["QDRANT_API_KEY"]))
-
 qdrant = QdrantClient(url=os.environ["QDRANT_CLOUD_URL"],
-    api_key=["QDRANT_API_KEY"])
+    api_key=["QDRANT_API_KEY"],
+    prefer_grpc=False)
 collection_name = "video_chunks"