adding rag

app.py

@@ -108,8 +108,8 @@ def create_ui():
                     label="Number of results"
                 )
                 search_btn = gr.Button("Search")
-                status_message = gr.Textbox(label="Status")
-                results = gr.Image(label="Retrieved Documents")
+                llm_answer = gr.Textbox(label="Answer", interactive=False)
+                images = gr.Image(label="Pages used for RAG")
         
         # Event handlers
         file_input.change(
@@ -121,7 +121,7 @@ def create_ui():
         search_btn.click(
             fn=app.search_documents,
             inputs=[state, query_input, num_results],
-            outputs=[results, status_message]
+            outputs=[images, llm_answer]
         )
     
     return demo