diff --git a/wren-ai-service/src/pipelines/generation/question_recommendation.py b/wren-ai-service/src/pipelines/generation/question_recommendation.py
index d1091f182..a899c0ca0 100644
--- a/wren-ai-service/src/pipelines/generation/question_recommendation.py
+++ b/wren-ai-service/src/pipelines/generation/question_recommendation.py
@@ -150,9 +150,8 @@ class QuestionResult(BaseModel):
 {% endif %}
 
 Current Date: {{current_date}}
-Localization Language: {{language}}
 
-Please generate {{max_questions}} insightful questions for each of the {{max_categories}} categories based on the provided data model, using the localization language provided{% if user_question %} and the user's question{% endif %}.
+Please generate {{max_questions}} insightful questions for each of the {{max_categories}} categories based on the provided data model. Both the questions and category names should be translated into {{language}}{% if user_question %} and be related to the user's question{% endif %}. The output format should maintain the structure but with localized text.
 """