Update app.py

app.py

@@ -54,12 +54,12 @@ if pc:
     if st.button("Search Query"):
         if query_text and index:
             dense_vector = encode_query(model, query_text)
-            st.write(f"Encoded Query Vector: {dense_vector}")
+            #st.write(f"Encoded Query Vector: {dense_vector}")
             
             # Search the index (sparse values can be added here as well)
             results = index.query(
                 vector=dense_vector,
-                top_k=5,
+                top_k=3,
                 include_metadata=True
             )