exam_history_prompt = f"""

app.py

@@ -94,16 +94,105 @@ def generate_points(model, max_tokens, sys_content, scenario, eng_level, topic,
 def update_points_input(points):
     return points
 
+def get_exam_history():
+    exam_history = """
+    92
+    Topic: Various Exams in High School Life
+    Theme Sentence (First Paragraph): Exams of all kinds have become a necessary part of my high school life.
+    Theme Sentence (Second Paragraph): The most unforgettable exam I have ever taken is…
+    Keywords:
+    giving reasons
+    experience
+
+    93
+    Topic: Travel Is The Best Teacher
+    Theme Sentence (First Paragraph): Explain the advantages of travel.
+    Theme Sentence (Second Paragraph): Share personal travel experiences, either domestic or international, to support the first paragraph.
+    Keywords:
+    enumeration
+    experience
+
+    94
+    Topic: Organizing the First Reunion After Graduation
+    Theme Sentence (First Paragraph): Details of the reunion, including time, location, and activities.
+    Theme Sentence (Second Paragraph): Reasons for choosing this type of activity.
+    Keywords:
+    description
+    giving reasons
+
+    95
+    Topic: Experiences of Being Misunderstood
+    Theme Sentence (First Paragraph): Describe a personal experience of being misunderstood.
+    Theme Sentence (Second Paragraph): Discuss the impact and insights gained from this experience.
+    Keywords:
+    experience
+    effect
+
+    96
+    Topic: Imagining a World Without Electricity
+    Theme Sentence (First Paragraph): Describe what the world would be like without electricity.
+    Theme Sentence (Second Paragraph): Explain whether such a world would be good or bad, with examples.
+    Keywords:
+    description
+    giving reasons
+
+    97
+    Topic: A Memorable Advertisement
+    Theme Sentence (First Paragraph): Describe the content of a memorable TV or print advertisement (e.g., theme, storyline, music, visuals).
+    Theme Sentence (Second Paragraph): Explain why the advertisement is memorable.
+    Keywords:
+    description
+    giving reasons
+    
+    98
+    Topic: A Day Without Budget Concerns
+    Theme Sentence (First Paragraph): Who would you invite to spend the day with and why?
+    Theme Sentence (Second Paragraph): Describe where you would go, what you would do, and why.
+    Keywords:
+    description
+    
+    99
+    Topic: An Unforgettable Smell
+    Theme Sentence (First Paragraph): Describe the situation in which you encountered the smell and your initial feelings.
+    Theme Sentence (Second Paragraph): Explain why the smell remains unforgettable.
+    Keywords:
+    description
+    giving reasons
+    
+    100
+    Topic: Your Ideal Graduation Ceremony
+    Theme Sentence (First Paragraph): Explain the significance of the graduation ceremony to you.
+    Theme Sentence (Second Paragraph): Describe how to arrange or conduct the ceremony to reflect this significance.
+    Keywords:
+    definition
+    enumeration
+    """
+
+    return exam_history
+
 def generate_topic_sentences(model, max_tokens, sys_content, scenario, eng_level, topic, points, user_generate_topic_sentences_prompt):
     """
     根据系统提示和用户输入的情境及要点，调用OpenAI API生成相关的主题句及其合理性解释。
     """
+
+    if eng_level == "台灣學科能力測驗等級":
+        exam_history = get_exam_history()
+        exam_history_prompt = f"""
+            Please refer a topic scenario from the following exam history:
+            {exam_history}
+            give similar topic scenario and level of English. But don't use the same topic scenario.
+        """
+    else:
+        exam_history_prompt = ""
+
     user_content = f"""
         scenario is: {scenario}
         english level is: {eng_level}
         topic is: {topic}
         points is: {points}
         ---
+        exam_history_prompt: {exam_history_prompt}
+        ---
         {user_generate_topic_sentences_prompt}
     """
     messages = [
@@ -504,7 +593,7 @@ with gr.Blocks(theme=gr.themes.Soft(primary_hue=gr.themes.colors.blue, secondary
             max_tokens = gr.Slider(minimum=50, maximum=4000, value=4000, label="Max Tokens")
             sys_content_input = gr.Textbox(label="System Prompt", value="You are an English teacher who is practicing with me to improve my English writing skill.")
         with gr.Row():
-            eng_level_input = gr.Radio([("初學", "beginner"), ("中級","intermediate"), ("進階", "advanced"), ("學測指考","台灣的 學科能力測驗等級")], label="English Level", value="beginner")
+            eng_level_input = gr.Radio([("初學", "beginner"), ("中級","intermediate"), ("進階", "advanced"), ("學測指考","台灣學科能力測驗等級")], label="English Level", value="beginner")
 
         # basic inputs 主題與情境
         with gr.Group():