Update app.py

app.py

@@ -85,6 +85,24 @@ def render_results_md(df, show_score=True):
 
     return md
 
+def render_best_md(df):
+    if df is None or df.empty:
+        return "_No confident best match found._"
+
+    r = df.iloc[0]
+
+    return f"""
+            ### ⭐ Best Match
+            
+            - **School Name:** {r.get("School_Name", "")}
+            - **UDISE Code:** {r.get("UDISE_Code", "")}
+            - **State:** {r.get("State", "")}
+            - **District:** {r.get("District", "")}
+            - **Block:** {r.get("Block", "")}
+            - **Score:** {float(r.get("Score", 0)):.2f}
+            """
+
+
 
 def on_state_change(state):
     if not state:
@@ -115,8 +133,12 @@ def on_district_change(state, district):
 # Wrapped search functions
 # ----------------------------------------------------
 def rapid_search_and_render(name, state, district, block):
-    candidates, _ = search_candidates(name, state, district, block)
-    return render_results_md(candidates, show_score=True)
+    candidates, best = search_candidates(name, state, district, block)
+
+    table_md = render_results_md(candidates, show_score=True)
+    best_md = render_best_md(best)
+
+    return table_md, best_md
 
 
 def web_search_and_render(name, state, district, block):
@@ -169,6 +191,10 @@ with gr.Blocks(title="State School Fuzzy Matcher") as demo:
     gr.Markdown("### 🔎 Rapid Search Results")
     rapid_results_md = gr.Markdown()
 
+    gr.Markdown("### ⭐ Best Rapid Match")
+    best_result_md = gr.Markdown()
+
+
     # ================= WEB SEARCH =================
     gr.Markdown("### 🌐 Web Search (Locked)")
     gr.Markdown(
@@ -203,7 +229,7 @@ with gr.Blocks(title="State School Fuzzy Matcher") as demo:
     search_btn.click(
     fn=rapid_search_and_render,
     inputs=[school_input, state_dd, district_dd, block_dd],
-    outputs=rapid_results_md,
+    outputs=[rapid_results_md, best_result_md],
     )
 
     unlock_btn.click(