Update rag.py

rag.py

@@ -85,7 +85,7 @@ def get_best_answer(user_input):
     user_input_lower = user_input.lower().strip()
 
     # 👉 Check if question is about fee
-    if any(keyword in user_input_lower for keyword in ["fee", "fees", "charges", "semester fee"]):
+    if any(keyword in user_input_lower for keyword in ["fee structure", "fees structure", "semester fees", "semester fee"]):
         return (
             "💰 For complete and up-to-date fee details for this program, we recommend visiting the official University of Education fee structure page.\n"
             "You’ll find comprehensive information regarding tuition, admission charges, and other applicable fees there.\n"
@@ -98,6 +98,10 @@ def get_best_answer(user_input):
     best_match_idx = similarities.argmax().item()
     best_score = similarities[best_match_idx].item()
 
+    # 3. Save unmatched queries (threshold = 0.65)
+    if best_score < 0.65:
+        manage_unmatched_queries(user_input)
+
     if best_score >= 0.65:
         original_answer = dataset_answers[best_match_idx]
         prompt = f"""As an official assistant for University of Education Lahore, provide a clear response: