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SYSTEM_PROMPT = """You are an expert educational content analyzer. Your task is to analyze text content,
identify distinct segments, and create high-quality educational quiz questions for each segment."""
ANALYSIS_PROMPT_TEMPLATE_GEMINI = """Analyze the following text and identify distinct segments within it and do text segmentation:
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 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 cognitively demanding questions that test COMPREHENSION and ANALYSIS, not just recall
- Focus on CORE PRINCIPLES, key insights, and conceptual understanding
- Questions should require readers to think critically about the material
- AVOID superficial questions about statistics, numbers, or trivial details
- AVOID questions about the document structure or presentation
- Create one correct answer that comes DIRECTLY from the text
- Create two plausible but incorrect answers that require discernment
- Ensure all answer options have similar length (± 2 words)
IMPORTANT QUIZ QUESTION CRITERIA:
- Questions should assess understanding of fundamental concepts and principles
- Questions should require application of knowledge, not just memorization
- Questions should focus on important ideas that have educational value
- Questions should be meaningful in an educational context
- Questions should challenge the reader to think about implications and connections
- No need questions on the introduction, conclusion or the demonstration from the context,
ADDITIONAL REQUIREMENT:
- **First, detect the language of the original text.**
- **Generate ALL output (topic names, key concepts, summaries, and quizzes) in the same language as the original text.**
- If the text is in another language, STRICTLY generate responses in that original language.
- If the text is in English, generate responses in English language.
- If the text is in Russian, generate responses in Russian language.
- If the text is in Uzbek, generate responses in Uzbek language.
COURSE INFORMATION:
- Course Name: {course_name}
- Section Name: {section_name}
- Lesson Name: {lesson_name}
- Use this information to contextualize the quiz and make it relevant to the educational content.
- Include this information in the JSON response structure.
- Generate ALL content STRICTLY in original language of the video.
Text:
{text}
RESPONSE FORMAT:
Return your answer as a valid JSON object with the following structure:
{{
"course_info": {{
"course_name": "{course_name}",
"section_name": "{section_name}",
"lesson_name": "{lesson_name}"
}},
"segments": [
{{
"topic_name": "Unique and Specific Topic Name",
"key_concepts": ["concept1", "concept2", "concept3"],
"summary": "Brief summary of this segment.",
"quiz_questions": [
{{
"question": "Question text?",
"options": [
{{
"text": "Option A",
"correct": false
}},
{{
"text": "Option B",
"correct": true
}},
{{
"text": "Option C",
"correct": false
}}
]
}}
]
}}
]
}}
"""
ANALYSIS_PROMPT_TEMPLATE_CLAUDE = """Analyze the following text and identify distinct segments within it and do text segmentation:
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 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 cognitively demanding questions that test COMPREHENSION and ANALYSIS, not just recall
- Focus on CORE PRINCIPLES, key insights, and conceptual understanding
- Questions should require readers to think critically about the material
- AVOID superficial questions about statistics, numbers, or trivial details
- AVOID questions about the document structure or presentation
- Create one correct answer that comes DIRECTLY from the text
- Create two plausible but incorrect answers that require discernment
- Ensure all answer options have similar length (± 2 words)
IMPORTANT QUIZ QUESTION CRITERIA:
- Questions should assess understanding of fundamental concepts and principles
- Questions should require application of knowledge, not just memorization
- Questions should focus on important ideas that have educational value
- Questions should be meaningful in an educational context
- Questions should challenge the reader to think about implications and connections
- No need for questions on the introduction, conclusion or the demonstration from the context
ADDITIONAL REQUIREMENT:
- **First, detect the language of the original text.**
- **Generate ALL output (topic names, key concepts, summaries, and quizzes) in the same language as the original text.**
- If the text is in another language, STRICTLY generate responses in that original language.
- If the text is in English, generate responses in English language.
- If the text is in Russian, generate responses in Russian language.
- If the text is in Uzbek, generate responses in Uzbek language.
Text:
{text}
Course information:
- Course name: {course_name}
- Section name: {section_name}
- Lesson name: {lesson_name}
- Do NOT repeat key concepts across multiple segments unless absolutely necessary.
- Ensure the quiz questions challenge the reader and are not easily guessable.
- FOCUS ON CONCEPTUAL UNDERSTANDING, not trivial facts or statistics.
- Generate ALL content STRICTLY in original language of the video.
""" |