Update app.py

app.py

@@ -41,13 +41,14 @@ print("Embedding model loaded.........")
 
 
 # load the vector store
-# url="http://localhost:6333"
+url="https://42bc5a86-aaa1-4e0f-96bb-5a77988b0269.us-east4-0.gcp.cloud.qdrant.io"
 collection_name = "shopintel100v3"
 
 vector_store = Qdrant.from_documents(
     docs,
     embeddings,
-    location=":memory:",
+    # location=":memory:",
+    url=url,
     collection_name=collection_name,
     prefer_grpc = False
 )