Update app.py

app.py

@@ -374,10 +374,6 @@ def extract_relevant_portions(query_embedding, top_documents, embeddings_data, m
 
             relevant_portions[doc_id] = sorted_sentences
             
-            print(f"Extracted relevant portions for Document ID {doc_id} (Similarity: {similarity:.4f}):")
-            for i, sentence in enumerate(sorted_sentences, start=1):
-                print(f"  Portion {i}: {sentence[:100]}...")  # Print first 100 characters for preview
-
         return relevant_portions
 
     except Exception as e:
@@ -516,7 +512,7 @@ async def chat_endpoint(chat_query: ChatQuery):
         if language_code == 0:
             query_text = translate_ar_to_en(query_text)
         query_embedding = embed_query_text(query_text)
-        n_results = 5
+        n_results = 3
         embeddings_data = load_embeddings ()
         folder_path = 'downloaded_articles/downloaded_articles'
         initial_results = query_embeddings(query_embedding, embeddings_data, n_results)