Update app.py

app.py

@@ -30,13 +30,17 @@ with gr.Blocks(title="PERCEUL: Perception-Based Worker Profiler") as app:
             step=10, 
             precision=0
         )
+        
         btn = gr.Button("Explore Clusters")
+        
         plot_output = gr.Plot()
+        cluster_summary_output = gr.JSON(label="Cluster Sizes")
+        outlier_output = gr.Markdown()
      
         btn.click(
             fn=explore_clusters,
-            inputs=[file_input, perp, learn_rate],
-            outputs=plot_output
+            inputs=[file_input],
+            outputs=[plot_output, cluster_summary_output, outlier_output]
         )
     
     with gr.Tab("Final Clustering"):