3d teacher model

AI Tutor System Blueprint Build an AI tutor that can talk, see, explain visually, and adapt to each student like a real teacher. 1. The Brain (AI System) Instead of one AI doing everything, the system uses multiple AI agents working together. Main Parts Orchestrator (Django + Celery) The main controller. It receives student questions, checks learning history, and decides which AI tool should respond. Knowledge Tracker Tracks what the student understands or struggles with based on: quiz results response speed hint usage Visual Engine Decides when to generate: diagrams graphs code examples visual explanations Engagement Monitor Detects when a student is: confused stuck randomly guessing losing focus Example If a student struggles with Decision Trees: the tutor generates a visual diagram, marks the topic as weak, and schedules revision later. 2. The Avatar (Tutor Character) The AI tutor appears as a 3D animated teacher. Frontend Tools (React) Three.js → Displays 3D graphics Ready