return contexts

app.py

@@ -66,6 +66,10 @@ async def handle_query(request: QueryRequest):
             text_query=processed_query,
             vector_query=question_vector,
         )
+
+        results_list = [result["text"] for result in results]
+        results_list_ = [result["text"] for result in results_]
+        
         
         results_merged = ". ".join([result["text"] for result in results])
         results_merged_ = ". ".join([result["text"] for result in results_])
@@ -95,6 +99,8 @@ async def handle_query(request: QueryRequest):
             "certification": certification,
             "certif_index": answer,
             "certification_index": answer_,
+            "context_certif": results_list,
+            "context_certifications": results_list_
         }
 
     except Exception as e: