src/prompts.py

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."""

SUMMARY_PROMPT_TEMPLATE = """
You are an expert content analyst specialized in creating professional, actionable summaries of educational content.
Please analyze the following text to create a comprehensive yet concise summary that will be valuable to readers. Your summary should:
1. Begin with a brief overview of the main topic and its significance (2-3 sentences)
2. Identify and clearly highlight the most important concepts, names, places, and technical terms using markdown formatting (bold for key terms, italics for definitions)
3. Present key information in organized bullet points grouped by theme or concept
4. Include specific supporting details, examples, statistics, or quotes that enhance understanding
5. End with the practical implications or conclusions that can be drawn from the content
The text to analyze is:
{text}
Respond with a properly formatted JSON object according to this schema:
{{
    "summary": {{
        "title": "A clear, descriptive title for the content",
        "overview": "A concise overview paragraph introducing the main topic",
        "key_points": [
            {{
                "theme": "First major theme or concept",
                "points": [
                    "First key bullet point with important terms highlighted",
                    "Second key bullet point with contextual information",
                    "Third key bullet point with specific details or examples"
                ]
            }},
            {{
                "theme": "Second major theme or concept",
                "points": [
                    "First key bullet point for this theme",
                    "Second key bullet point for this theme",
                    "Additional bullet points as needed"
                ]
            }}
        ],
        "key_entities": [
            {{
                "name": "Name of person, place, or organization",
                "description": "Brief description of their relevance"
            }},
            {{
                "name": "Another key entity",
                "description": "Brief description of their relevance"
            }}
        ],
        "conclusion": "A concise statement summarizing the main implications or takeaways"
    }}
}}
Focus on creating a summary that is immediately useful, visually scannable, and highlights the most important information. Use markdown formatting strategically to make the summary more readable and engaging.
"""


# Prompt template for quiz generation
QUIZ_PROMPT_TEMPLATE = """
You are an expert quiz creator specialized in creating educational assessments.

Please analyze the following text and create 10 multiple-choice quiz questions that test understanding of the key concepts and information presented in the text. For each question:
1. Write a clear, concise question
2. Create 4 answer options (A, B, C, D)

The text to analyze is:

{text}

Respond with a properly formatted JSON object according to this schema:
```
{{
  "quiz_questions": [
    {{
      "question": "The full text of the question?",
      "options": [
        {{
          "text": "First option text",
          "correct": false
        }},
        {{
          "text": "Second option text", 
          "correct": true
        }},
        {{
          "text": "Third option text",
          "correct": false
        }},
        {{
          "text": "Fourth option text",
          "correct": false
        }}
      ]
    }},
    ... additional questions ...
  ]
}}
```

Create questions that test different levels of understanding, from recall of facts to application of concepts. Ensure the questions cover the most important information from the text.
"""