# agents/quiz_agent.py """ Quiz Generation Agent - Creates quizzes and flashcards using Generative AI. """ import re class QuizAgent: def __init__(self, gemini_model=None): """ Initializes the agent with the Gemini model. Args: gemini_model: An instance of the Gemini model client. """ self.model = gemini_model def _extract_topic(self, query: str) -> str: """A simple helper to extract the core topic from the user's query.""" # Remove common phrases used to request a quiz patterns = [ r"make a quiz on", r"create a quiz on", r"give me a quiz on", r"quiz on", r"quiz about", r"test me on" ] topic = query.lower() for p in patterns: topic = re.sub(p, "", topic) # Clean up any extra whitespace return topic.strip() def process_query(self, query: str, file_context: str = "",chat_history: list = None): """ Processes a query to generate a quiz. The agent prioritizes file_context if provided. Args: query (str): The user's full query (e.g., "Make a quiz on analgesics"). file_context (str): Optional text content from an uploaded file. Returns: dict: A dictionary containing the quiz and agent metadata. """ if not self.model: return { 'message': "❓ **Quiz Master**\n\nThe question bank is locked! The Gemini API key is missing, so I can't generate quizzes. Please configure the API key to enable this feature.", 'agent_type': 'quiz_generation', 'status': 'error_no_api_key' } topic = self._extract_topic(query) task_description = f"Generate a short quiz (3-5 questions) for a B.Pharmacy student on the topic: **{topic.title()}**." if file_context: task_description += f"\n\nIf relevant, use the following text from the student's uploaded notes for additional context:\n---\n{file_context}\n---" else: return { 'message': "Please tell me what to quiz you on! Either upload a file or ask for a quiz on a specific topic, like 'quiz on antibiotics'.", 'agent_type': 'quiz_generation', 'status': 'error_no_topic' } # Construct a specialized prompt for the Gemini model prompt = f""" You are "Quiz Master," an AI that creates engaging and effective study quizzes for B.Pharmacy students in India. **Your Task:** {task_description} **Instructions:** 1. **Question Variety:** Create a mix of question types: * Multiple Choice Questions (MCQs) with 4 options. * True/False questions. * Fill-in-the-Blank questions. 2. **Clarity:** Ensure questions are clear, concise, and relevant. 3. **Answer Key:** THIS IS ESSENTIAL. After all the questions, provide a clearly separated "🔑 Answer Key" section with the correct answers. For MCQs, also provide a brief (one-sentence) explanation for why the answer is correct. 4. **Formatting:** Use markdown for headings, bolding, and lists. Use emojis to make it fun and engaging. Good luck! 🌟 **Example Output Structure:** 📝 **Quiz Time: [Topic Name]** **Q1. [MCQ Question]** A) Option 1 B) Option 2 ... **Q2. [True/False Question]** **Q3. [Fill-in-the-Blank Question]** --- 🔑 **Answer Key** 1. **Answer:** B) Correct Option. *Explanation: [Brief reason why B is correct].* 2. **Answer:** True. 3. **Answer:** [Correct word(s)]. Let's test your knowledge! Good luck! 🌟 """ try: # Generate content using the AI model ai_response = self.model.generate_content(prompt, chat_history) return { 'message': ai_response.text, 'agent_used': 'quiz_generation', 'status': 'success' } except Exception as e: print(f"Quiz Agent Error: {e}") return { 'message': f"I'm sorry, my question book seems to be stuck. I ran into an error: {str(e)}", 'agent_type': 'quiz_generation', 'status': 'error_api_call' }