Increase communities to 3

rag.py

@@ -267,7 +267,7 @@ def global_retriever(query: str, level: int, response_type: str):
     # print(community_data)
     intermediate_results = []
     i = 0
-    for community in tqdm(community_data[:2], desc="Processing communities"):
+    for community in tqdm(community_data[:3], desc="Processing communities"):
         intermediate_response = map_chain.invoke(
             {"question": query, "context_data": community["output"]}
         )