Update app.py

app.py

@@ -634,7 +634,6 @@ with gr.Blocks(css="""
               </ul>
             </div>
         """)
-
         # Radio button for user choice: predefined data or upload dataset
         choice_radio = gr.Radio(choices=["Use Default Dataset", "Upload Dataset"], 
                                 label="Choose how to proceed", 
@@ -667,24 +666,20 @@ with gr.Blocks(css="""
             visible = (choice == "Upload Dataset")
             return gr.update(visible=visible), gr.update(visible=visible)
         
-        # Change visibility of file input and embedding type dropdown based on user choice
+        # Change visibility of file input and embedding type dropdown based on choice
         choice_radio.change(fn=toggle_file_input_and_emb_type, 
                             inputs=[choice_radio], 
                             outputs=[file_input, emb_type])
         
-        # Layout for the UI
-        with gr.Row():
-            file_input.render()  # File input will be hidden initially
-            emb_type.render()  # Embedding type dropdown will be hidden initially
-        
         # When percentage slider changes (for predefined data)
         percentage_slider_los.change(fn=handle_user_choice, 
                                      inputs=[choice_radio, percentage_slider_los, file_input, emb_type], 
                                      outputs=[raw_img_los, embeddings_img_los, output_textbox])
-
-        # When embedding type changes
-        #emb_type.change(fn=handle_user_choice, inputs=[choice_radio, percentage_slider_los, file_input, emb_type], 
-        #                outputs=[raw_img_los, embeddings_img_los, output_textbox])
+        
+        # Layout for the UI - this part does NOT need .render(), Gradio will render these automatically
+        with gr.Row():
+            file_input  # No need for .render()
+            emb_type    # No need for .render()
 
         # Add a conclusion section at the bottom
         gr.Markdown("""