Update app.py

app.py

@@ -103,16 +103,18 @@ def process_video(video_file, progress=gr.Progress()):
 
 # Perform similarity search
 def similarity_search(query, num_results, progress=gr.Progress()):
-    
-    sentences_view  = pxt.get_table('gong_demo.sentences')
+    sentences_view = pxt.get_table('gong_demo.sentences')
     
     progress(0.5, desc="Performing search...")
 
     sim = sentences_view.text.similarity(query)
     results = sentences_view.order_by(sim, asc=False).limit(num_results).select(sentences_view.text, sim=sim).collect().to_pandas()
-    return results
-
+    
+    # Format similarity scores as percentages
+    results['sim'] = results['sim'].apply(lambda x: f"{x*100:.2f}%")
+    
     progress(1.0, desc="Search complete")
+    return results
 
 def chatbot_response(message, chat_history):
     @pxt.udf
@@ -230,6 +232,17 @@ with gr.Blocks(theme=gr.themes.Base()) as demo:
                         send_btn = gr.Button("Send", variant="secondary", scale=1)
                     clear = gr.Button("Clear Chat")
 
+                    gr.Examples(
+                        examples=[
+                            "What were the main topics discussed in this call?",
+                            "Can you summarize the action items mentioned?",
+                            "What was the overall sentiment of the conversation?",
+                            "Were there any objections raised by the client?",
+                            "What features or products were highlighted during the call?",
+                        ],
+                        inputs=msg,
+                    )
+
     process_btn.click(
         process_video,
         inputs=[video_file],