Update app.py

app.py

@@ -49,7 +49,7 @@ embeddings = SentenceTransformer("Cheselle/finetuned-arctic-sentence")
 
 vectorstore = Qdrant.from_documents(
     documents=combined_documents,
-    embedding=embeddings,
+    embedding=embeddings.encode,
     location=":memory:",
     collection_name="ai_policy"
 )