Update app.py

app.py

@@ -68,10 +68,10 @@ def query_hybrid_search(query: str, client: QdrantClient, collection_name: str,
     )
 
 def main(query: str, client: QdrantClient, collection_name: str, llm: Llama, dense_model: OptimumEncoder, sparse_model: SparseTextEmbedding):
-    result = query_hybrid_search(query, client, collection_name, dense_model, sparse_model)
-    print(result)
+    scored_points = query_hybrid_search(query, client, collection_name, dense_model, sparse_model)
+    print(scored_points)
     
-    docs = [(record.payload['text'], record.payload['metadata']) for record in records_list]
+    docs = [(scored_point.payload['text'], scored_point.payload['metadata']) for scored_point in scored_points]
     contents, metadatas = [list(t) for t in zip(*docs)]
 
     context = "\n".join(contents)