agents/topic_agent.py

# File: agents/topic_agent.py
import json

class TopicAgent:
    def generate_outline(self, topic, duration, difficulty):
        # In production: Replace with actual LLM API call
        return {
            "topic": topic,
            "duration": f"{duration} hours",
            "difficulty": difficulty,
            "goals": [
                f"Master advanced {topic} techniques",
                "Develop industry-specific applications",
                "Build and evaluate complex AI workflows",
                "Implement best practices for production"
            ],
            "modules": [
                {
                    "title": f"Fundamentals of {topic}",
                    "duration": "30 min",
                    "learning_points": [
                        "Core principles and terminology",
                        "Patterns and anti-patterns",
                        "Evaluation frameworks"
                    ]
                },
                {
                    "title": f"{topic} for Enterprise Applications",
                    "duration": "45 min",
                    "learning_points": [
                        "Industry-specific use cases",
                        "Integration with existing systems",
                        "Scalability considerations"
                    ]
                }
                # Additional modules would be generated here
            ]
        }