Update app.py

app.py

@@ -251,16 +251,20 @@ if show_exact_matches:
     else:
         top_results = filtered_lexical_no_dupe[:10]
         rag_answer = get_rag_answer(var, top_results)
-        st.markdown("### Generated Answer")
+        st.markdown(f"**{var}**")
         st.write(rag_answer)
         st.divider()
         for res in top_results:
             metadata = res.payload.get('metadata', {})
             if "title" not in metadata:
                 metadata["title"] = compute_title(metadata)
-            display_title = highlight_query(metadata["title"], var) if var.strip() else metadata["title"]
+            # Highlight query in red and bold (allow HTML)
+            display_title = (
+                st.markdown(highlight_query(metadata["title"], var), unsafe_allow_html=True)
+                if var.strip() else metadata["title"]
+            )
             proj_id = metadata.get('id', 'Unknown')
-            st.markdown(f"#### {display_title}")
+            st.markdown(f"#### {metadata['title']}")
             countries = metadata.get('countries')
             client_name = metadata.get('client', 'Unknown Client')
             start_year = metadata.get('start_year', None)
@@ -305,10 +309,14 @@ if show_exact_matches:
                     if resolved_name.upper() != code.upper():
                         matched_countries.append(resolved_name)
             
-            # Compute CRS combined value
+            # Compute CRS combined value as integer
             crs_key = metadata.get("crs_key", "").strip()
             crs_value = metadata.get("crs_value", "").strip()
-            crs_combined = f"{crs_key}: {crs_value}" if (crs_key or crs_value) else "Unknown"
+            try:
+                crs_int = int(float(crs_value))
+            except:
+                crs_int = crs_value
+            crs_combined = f"{crs_key}: {crs_int}" if (crs_key or crs_value) else "Unknown"
             
             # Build the additional text with original details, then add Sector and contact.
             additional_text = (
@@ -318,9 +326,9 @@ if show_exact_matches:
                 f"Country: **{', '.join(matched_countries)}**\n"
                 f"Sector: **{crs_combined}**"
             )
-            contact = metadata.get("contact", "").strip()
-            if contact and contact.lower() != "[email protected]":
-                additional_text += f" | Contact: **{contact}**"
+            #contact = metadata.get("contact", "").strip()
+            #if contact and contact.lower() != "[email protected]":
+            #    additional_text += f" | Contact: **{contact}**"
             
             st.markdown(additional_text)
             st.divider()
@@ -334,7 +342,7 @@ else:
     else:
         top_results = filtered_semantic_no_dupe[:10]
         rag_answer = get_rag_answer(var, top_results)
-        st.markdown("### Generated Answer")
+        st.markdown(f"**{var}**")
         st.write(rag_answer)
         st.divider()
         st.write(f"Showing **Top 15 Semantic Search results** for query: {var}")
@@ -389,7 +397,11 @@ else:
             # Compute CRS combined value
             crs_key = metadata.get("crs_key", "").strip()
             crs_value = metadata.get("crs_value", "").strip()
-            crs_combined = f"{crs_key}: {crs_value}" if (crs_key or crs_value) else "Unknown"
+            try:
+                crs_int = int(float(crs_value))
+            except:
+                crs_int = crs_value
+            crs_combined = f"{crs_key}: {crs_int}" if (crs_key or crs_value) else "Unknown"
             
             # Build the additional text with original details, then add Sector and contact.
             additional_text = (
@@ -399,9 +411,9 @@ else:
                 f"Country: **{', '.join(matched_countries)}**\n"
                 f"Sector: **{crs_combined}**"
             )
-            contact = metadata.get("contact", "").strip()
-            if contact and contact.lower() != "[email protected]":
-                additional_text += f" | Contact: **{contact}**"
+            #contact = metadata.get("contact", "").strip()
+            #if contact and contact.lower() != "[email protected]":
+            #    additional_text += f" | Contact: **{contact}**"
             
             st.markdown(additional_text)
             st.divider()