AI Vehicle Diagnostic Engine TVS Apache RTR 160
Select common symptoms or describe your vehicle issue in any regional language.
Running Multilingual LLM RAG Pipeline...
Diagnostic Evaluation
Level 2 - Intermediate
Required Tools & Parts
Step-by-Step Procedure
Voice Guidance (English)
Click play to listen to audio instructions.
Agentic AI Diagnostic Architecture
How MECHAI processes multimodal user input into multilingual step-by-step guidance.
1. Multimodal Input
Voice (Whisper), Image (YOLO/CV), or Text input in regional languages.
2. Language & RAG
Language identification + querying OEM repair manual database.
3. Reasoning Agent
Determines root causes, tool recommendations, and safety risk levels.
4. Output Synthesizer
Outputs translated text, audio narration, and video tutorials.
Complete Technology Stack
Frontend (Web & App)
React / Next.js, Tailwind CSS, Flutter
Backend Services
Python FastAPI, Node.js, PostgreSQL
AI Models & Speech
OpenAI / Gemini LLM, Whisper, ElevenLabs
Computer Vision
YOLOv8, OpenCV Component Detection
Cloud Deployment
Docker, AWS S3, Render, Firebase
Translation & Speech
NLLB, Google Translate, Coqui TTS