Update app.py

app.py

@@ -54,22 +54,30 @@ def analyze_segment_with_gemini(segment_text):
     
     prompt = f"""
         Analyze the following text and identify distinct segments within it and do text segmentation:
-        1. Segments should be STRICTLY max=10
+        1. Segments should be STRICTLY max=15
         2. For each segment/topic you identify:
            - Provide a SPECIFIC and UNIQUE topic name (3-5 words) that clearly differentiates it from other segments
            - List 3-5 key concepts discussed in that segment (be precise and avoid repetition between segments)
            - Write a brief summary of that segment (3-5 sentences)
-           - Create 5 quiz questions based DIRECTLY on the content in that segment only
-        
+           - Create 5 high-quality, meaningful quiz questions based DIRECTLY on the content in that segment only
+           - Questions and answers should be only from the content of the segment
+
         For each quiz question:
         - Create one correct answer that comes DIRECTLY from the text
         - Create two plausible but incorrect answers
         - IMPORTANT: Ensure all answer options have similar length (± 3 words)
         - Ensure the correct answer is clearly indicated with a ✓ symbol
-        
+       - Questions should **require actual understanding**, NOT just basic fact recall.
+        - Questions Are **non-trivial**, encourage deeper thinking, and **avoid surface-level facts**.
+        - Are **directly based on the segment's content** (not inferred from the summary).
+        - Do **not include questions about document structure** (e.g., title, number of paragraphs).
+        - Do **not generate overly generic or obvious questions** (e.g., "What is mentioned in the text?").
+        - Focus on **core ideas, logical reasoning, and conceptual understanding**.
+
+
         Text:
         {segment_text}
-        
+
         Format your response as JSON with the following structure:
         {{
             "segments": [
@@ -99,8 +107,11 @@ def analyze_segment_with_gemini(segment_text):
                 }}
             ]
         }}
-        
+
         IMPORTANT: Each segment must have a DISTINCT topic name that clearly differentiates it from others.
+    - **Do NOT repeat** key concepts across multiple segments unless absolutely necessary.
+    - **Ensure the quiz questions challenge the reader** and **are not easily guessable**.
+
     """
     
     response = llm.invoke(prompt)