Update app.py

app.py

@@ -66,12 +66,12 @@ def run_query(query):
     results = index.query(top_k=5, vector=embedding, include_metadata=True, include_values=False)
     answers= []
     for result in results['matches']:
-        answers.append([round(result['score'], 2)*100, result['metadata']['text']])  
-    return "\n".join(f"Similarity percentage: {score}% , {text}" for score, text in answers)
+        answers.append([round(result['score'], 2), result['metadata']['text']])  
+    return "\n".join(f"Similarity percentage: {score * 100:.2f} % , {text}" for score, text in answers)
 
 
 # Create the Gradio interface
-demo = gr.Interface(fn=run_query, inputs=gr.Textbox(label="User Input", placeholder="Type your question/text here..."), outputs=gr.Textbox(label="Matching Text from Vector Database"))
+demo = gr.Interface(fn=run_query, inputs=gr.Textbox(label="User Input", placeholder="Type your question here..."), outputs=gr.Textbox(label="Matching Questions from Vector Database"))
 
 # Launch the app
 demo.launch(share=True)