Update app.py

app.py

@@ -56,14 +56,14 @@ if not HF_TOKEN:
     exit(1)
 
 # HuggingFace Embeddings
-embeddings = HuggingFaceEmbeddings(model_name="BAAI/bge-large-en-v1.5")
+#embeddings = HuggingFaceEmbeddings(model_name="BAAI/bge-large-en-v1.5")
 
 # Qdrant Client Setup
 try:
     client = QdrantClient(
         url=os.getenv("QDRANT_URL"),
         api_key=os.getenv("QDRANT_API_KEY"),
-        prefer_grpc=False
+        prefer_grpc=True
     )
 except Exception as e:
     logger.error("Failed to connect to Qdrant. Ensure QDRANT_URL and QDRANT_API_KEY are correctly set.")