Update app.py

app.py

@@ -55,13 +55,13 @@ def search(query):
     xc = index.query(
         vector=dense,
         sparse_vector=sparse,
-        top_k=2,  # how many results to return
+        top_k=5,  # how many results to return
         include_metadata=True
     )
     match_ids = [match['id'].split('-')[0] for match in xc['matches']]
     # Query the existing DataFrame based on 'id'
     filtered_df = df[df['_id'].isin(match_ids)]
-    attributes_to_extract = ['title', 'images', 'price', 'noOfBed', 'postedBy.address', 'postedBy.city']
+    attributes_to_extract = ['_id', 'postedBy.accountName', 'images', 'title', 'location', 'price']
     extracted_data = filtered_df[attributes_to_extract]
     result_json = extracted_data.to_json(orient='records')
     return result_json