Update app.py

app.py

@@ -71,17 +71,17 @@ def initialize_embeddings():
         return None
 
 @st.cache_resource
-def store_in_qdrant(chunks, embeddings):
+def store_in_qdrant(_chunks, embeddings):
     """Store document chunks in a hosted Qdrant instance."""
     try:
         vector_store = Qdrant.from_documents(
-            documents=chunks,
+            documents=_chunks,
             embedding=embeddings,
             url=os.getenv("QDRANT_URL"),
             api_key=os.getenv("QDRANT_API_KEY"),
             collection_name="wikipedia_chunks"
         )
-        logger.info(f"Stored {len(chunks)} chunks in Qdrant at {os.getenv('QDRANT_URL')}")
+        logger.info(f"Stored {len(_chunks)} chunks in Qdrant at {os.getenv('QDRANT_URL')}")
         return vector_store
     except Exception as e:
         logger.error(f"Error storing in Qdrant: {e}")