Update app.py

app.py

@@ -134,8 +134,6 @@ def main(query: str, client: QdrantClient, collection_name: str, llm, dense_mode
     dense_query = list(dense_model.embed_query(query, 32))
     sparse_query = list(sparse_model.embed(query, 32))
 
-    print('THHFGHFGBFGBFB')
-
     search_results = search(
         client,
         collection_name,
@@ -162,8 +160,6 @@ def main(query: str, client: QdrantClient, collection_name: str, llm, dense_mode
         input_variables=['text']
     )
 
-    print('GHNTBECDFVFDGFDGDG')
-
     map_chain = load_summarize_chain(llm,
                                      "stuff",
                                      prompt=map_prompt
@@ -171,13 +167,12 @@ def main(query: str, client: QdrantClient, collection_name: str, llm, dense_mode
     
     summary_list = []
 
-    print('UYKUIOOOILOLI')
-
     for doc in docs:
         chunk_summary = map_chain.invoke([doc])
         summary_list.append(chunk_summary['output_text'])
 
     summaries = Document(page_content="\n".join(summary_list))
+    print('THHFGHFGBFGBFB')
     
     reduce_chain = load_summarize_chain(llm,
                                         "stuff",
@@ -185,6 +180,7 @@ def main(query: str, client: QdrantClient, collection_name: str, llm, dense_mode
                                         )
     
     output = reduce_chain.invoke([summaries])
+    print('ADSDGFGVHBTFEFSDGFES')
     return output['output_text']
 
 @st.cache_resource