Update app.py

app.py

@@ -1088,10 +1088,18 @@ def recommend_content_based(user_profile, top_n=5):
             balanced_recommendations.append((item, score))
             hobby_limits[item_main_hobby] -= 1
 
-        # 추천 개수가 충분하면 종료
+        # 추천 개수가 충분히 채워질 때까지 계속 추천
         if len(balanced_recommendations) >= top_n:
             break
 
+    # 추천 개수가 부족하다면, 나머지 추천을 추가
+    if len(balanced_recommendations) < top_n:
+        for item, score in scored:
+            if len(balanced_recommendations) < top_n:
+                balanced_recommendations.append((item, score))
+            else:
+                break
+
     return balanced_recommendations