Technology
AI systems powering the Teacher Agent — current implementation and future robotics roadmap.
AI + Robotics Architecture
From AI brain to classroom delivery — how the system works.
● Green border = Available Now | ● Yellow border = In Development
Current Technology Stack
Components that are working and deployed.
AI Teacher Agent
Core content generation
- GLM-5 LLM via LiteLLM proxy
- Custom Hindi prompt engineering
- Session-based teaching logic
- REST API endpoints
- Textbook chapter parsing
Voice Gateway
Audio output system
- Piper TTS (hi_IN-rohan-medium)
- WebSocket server (port 8091)
- 22kHz mono WAV output
- Real-time audio streaming
- Session management
Tablet Interface
Android application
- Capacitor Android app
- SVG/Canvas avatar rendering
- Voice interaction UI
- Settings management
- WebSocket auto-connect
Robot Face Engine
In Development
- WebGL/SVG animated avatar
- Facial expression system
- Lip-sync with voice
- Eye movement animation
- Emotion states
Future Technology Vision
Components being developed for the robot teacher assistant.
AI Teacher Agent
Content generation, lesson planning, quiz creation — all in Hindi. The foundation of the system, already working and producing results.
Voice + Display
Text-to-speech for lesson delivery. Tablet interface for classroom display. Voice gateway for real-time audio streaming.
Robot Face + Avatar
Animated AI face with expressions, lip-sync, and eye movement. WebGL-based avatar rendered on tablet or dedicated display.
Physical Robot Body
ESP32-controlled hardware with servo motors for head movement, gesture capabilities, and environmental sensors.
Classroom Integration
Full deployment in government schools. Teacher training modules. Multi-language support. Learning analytics.
Technology Stack
AI / LLM
- GLM-5 (primary model)
- LiteLLM proxy
- Custom Hindi prompts
Backend
- Python Flask API
- FastAPI services
- WebSocket gateway
Voice
- Piper TTS (hi_IN-rohan)
- WebSocket streaming
- 22kHz mono WAV
Frontend / Mobile
- Capacitor (Android)
- WebGL avatar
- Responsive design
Meet the Creator
Learn about the founder building AI Smart Classroom for government and rural schools.