Update app.py

app.py

@@ -203,13 +203,15 @@ with gr.Blocks() as demo:
         - Number of permutations tried
     
     ---
-    
     ### 📊 Visualization
-    
-    > (Optional) Below: Transmission spectra for all permutations using 100nm layers  
-    Observe how layer order significantly affects optical behavior.
-    """
+
+        """
     )
+    gr.Markdown("### 📊 Transmission Spectra of Layer Stack Designs for all 24 permutations of material order for thickness 100nm")
+    gr.Image(value="121_resized.png", interactive=False)
+
+    gr.Markdown("### 📊 Transmission Spectra of Layer Stack Designs for all 24 permutations of material order for thickness 10nm")
+    gr.Image(value="122_resized.png", interactive=False)
     
     gr.Markdown("""
     ### 🤖 Multi-Agent System Overview