Update app.py

app.py

@@ -110,10 +110,7 @@ def similarity_search(query, num_results, progress=gr.Progress()):
     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()
-    
-    # Format similarity scores as percentages
-    results['sim'] = results['sim'].apply(lambda x: f"{x*100:.2f}%")
+    results = sentences_view.order_by(sim, asc=False).limit(num_results).select(sentences_view.text).collect().to_pandas()
     
     progress(1.0, desc="Search complete")
     return results
@@ -228,7 +225,7 @@ with gr.Blocks(theme=gr.themes.Base()) as demo:
                         num_results = gr.Slider(minimum=1, maximum=20, value=5, step=1, label="Number of Results")
                     similarity_search_btn = gr.Button("Search", variant="secondary")
                     similarity_results = gr.DataFrame(
-                        headers=["Relevant Text", "Similarity Score"],
+                        headers=["Relevant Text"],
                         label="Search Results",
                         wrap=True
                     )