Update app.py

app.py

@@ -114,10 +114,7 @@ def process_input_gradio(problem_description: str):
     
     return (
         prompt,
-        ", ".join(constraints),
-        ", ".join([f'{item["title"]}: {item["description"]}' for item in constraints_stemmed]),
-        "Global technologies loaded and ready.", # Acknowledge tech loading
-        str(result_similarities_display), # Convert dict to string for display
+        "\n ".join(constraints),
         best_combinations_display,
         ", ".join(map(str, best_technologies_id)),
         best_technologies_display
@@ -133,9 +130,6 @@ input_problem = gr.Textbox(
 
 output_prompt = gr.Textbox(label="1. Generated Prompt", interactive=False)
 output_constraints = gr.Textbox(label="2. Retrieved Constraints", interactive=False)
-output_stemmed_constraints = gr.Textbox(label="3. Stemmed Constraints", interactive=False)
-output_tech_loaded = gr.Textbox(label="4. Global Technologies Status", interactive=False)
-output_similarities = gr.Textbox(label="5. Result Similarities (Constraint -> Top Technologies)", interactive=False)
 output_best_combinations = gr.JSON(label="7. Best Technology Combinations Found")
 output_selected_ids = gr.Textbox(label="8. Selected Technology IDs", interactive=False)
 output_final_technologies = gr.JSON(label="9. Final Best Technologies")
@@ -150,9 +144,6 @@ with gr.Blocks() as gradio_app_blocks:
     with gr.Column():
         output_prompt.render()
         output_constraints.render()
-        output_stemmed_constraints.render()
-        output_tech_loaded.render()
-        output_similarities.render()
         output_best_combinations.render()
         output_selected_ids.render()
         output_final_technologies.render()
@@ -163,9 +154,6 @@ with gr.Blocks() as gradio_app_blocks:
         outputs=[
             output_prompt,
             output_constraints,
-            output_stemmed_constraints,
-            output_tech_loaded,
-            output_similarities,
             output_best_combinations,
             output_selected_ids,
             output_final_technologies