Update app.py

app.py

@@ -326,7 +326,7 @@ def search_similar_items(features, top_k=10):
         similar_items = []
         for metadata, distance in zip(results['metadatas'][0], results['distances'][0]):
             try:
-                similarity_score = 1 / (1 + float(distance))
+                similarity_score = distance
                 item_data = metadata.copy()
                 item_data['similarity_score'] = similarity_score
                 similar_items.append(item_data)
@@ -361,7 +361,7 @@ def show_similar_items(similar_items):
                             st.image(item['image_url'], use_column_width=True)
                         
                         # 유사도 점수를 퍼센트로 표시
-                        similarity_percent = item['similarity_score'] * 100
+                        similarity_percent = item['similarity_score']
                         st.markdown(f"**Similarity: {similarity_percent:.1f}%**")
                         
                         st.write(f"Brand: {item.get('brand', 'Unknown')}")