Pre-compute demo for instant display on load

app.py

@@ -320,9 +320,11 @@ with gr.Blocks(title="Predictive Agent | LSTM-Based RUL Prediction", theme=gr.th
                     """)
 
                 with gr.Column(scale=2):
-                    demo_plot = gr.Plot(label="Health Trend Analysis")
+                    # Pre-compute demo result for instant display
+                    initial_plot, initial_report = run_demo("Degrading Turbine (Urgent)")
+                    demo_plot = gr.Plot(value=initial_plot, label="Health Trend Analysis")
 
-            demo_report = gr.Markdown(label="Maintenance Report")
+            demo_report = gr.Markdown(value=initial_report, label="Maintenance Report")
 
             demo_btn.click(
                 fn=run_demo,
@@ -331,13 +333,6 @@ with gr.Blocks(title="Predictive Agent | LSTM-Based RUL Prediction", theme=gr.th
                 api_name="run_demo"
             )
 
-            # Auto-run demo on page load
-            demo.load(
-                fn=run_demo,
-                inputs=[demo_selector],
-                outputs=[demo_plot, demo_report]
-            )
-
         # Upload tab second
         with gr.TabItem("Upload Your Data", id=1):
             gr.Markdown("""