Update auditqa/process_chunks.py

auditqa/process_chunks.py

@@ -154,5 +154,5 @@ def get_local_qdrant():
         model_name=config.get('retriever','MODEL'))
     client = QdrantClient(path="/data/local_qdrant") 
     print("Collections in local Qdrant:",client.get_collections())
-    qdrant_collections['allreports'] = Qdrant(client=client, collection_name='allreports', embeddings=embeddings, )
+    qdrant_collections['docling'] = Qdrant(client=client, collection_name='docling', embeddings=embeddings, )
     return qdrant_collections