Update app.py

app.py

@@ -60,7 +60,7 @@ def setup_vectorstore():
     qdrant_vector_store = QdrantVectorStore(
         client=qdrant_client,
         collection_name=COLLECTION_NAME,
-        embeddings=embeddings
+        embedding_function=embeddings.embed_query
     )
 
     # Load and add documents