Education AI: Personalized Learning for Every Student

Intelligent Lesson Preparation and Teaching Support

class TeacherAssistantAI:
    """AI Teacher Assistant System"""
    
    def generate_lesson_plan(self, topic, grade, duration):
        """Generate lesson plan"""
        plan = self.llm.generate(f"""
        Create a {duration}-minute {topic} lesson plan for Grade {grade}:
        
        Include:
        1. Teaching objectives (knowledge, skills, attitudes)
        2. Key and difficult points
        3. Teaching process (introduction, development, practice, summary)
        4. Teaching methods
        5. Homework assignment
        """)
        
        # Add interactive activities
        plan['interactions'] = self.design_activities(topic, grade)
        
        # Prepare teaching resources
        plan['resources'] = self.gather_resources(topic)
        
        return plan
    
    def analyze_student_performance(self, class_data):
        """Learning analytics"""
        analysis = {
            'overall': self.calculate_class_metrics(class_data),
            'individual': self.identify_struggling_students(class_data),
            'knowledge_gaps': self.find_common_mistakes(class_data),
            'recommendations': self.generate_teaching_suggestions(class_data)
        }
        
        return analysis
    
    def create_differentiated_materials(self, topic, levels):
        """Differentiated instructional materials"""
        materials = {}
        
        for level in ['basic', 'intermediate', 'advanced']:
            materials[level] = {
                'exercises': self.generate_exercises(topic, level),
                'explanations': self.adapt_content(topic, level),
                'challenges': self.create_challenges(topic, level)
            }
        
        return materials