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Aditya Pulipaka
2025-10-24 20:40:02 -05:00
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# Guido.tech: # Guido.tech:
## An F1 AI Race Engineer System ## An F1 AI Race Engineer System
Real-time F1 race strategy system combining telemetry enrichment with AI-powered strategy generation. The system receives lap-by-lap telemetry from Raspberry Pi hardware, enriches it with performance analytics, and generates dynamic race strategies using Google Gemini AI. Real-time F1 race strategy system combining telemetry enrichment with AI-powered strategy generation. The system receives lap-by-lap telemetry from vehicle controller simulation, enriches it with performance analytics, and generates dynamic race strategies using Google Gemini AI before sending control updates back to the vehicle controller simulation.
## Architecture ## Architecture
The system consists of two main services: The system consists of two main services:
1. **Enrichment Service** (`hpcsim/`) - Port 8000 1. **Enrichment Service** (`hpcsim/`) - Port 8000
- Receives raw telemetry from Raspberry Pi - Receives raw telemetry from Raspberry Pi simulator
- Enriches data with tire degradation, pace trends, pit window predictions - Enriches data with tire degradation, pace trends, pit window predictions
- Forwards to AI Intelligence Layer via webhook - Forwards to AI Layer via webhook
2. **AI Intelligence Layer** (`ai_intelligence_layer/`) - Port 9000 2. **AI Intelligence Layer** (`ai_intelligence_layer/`) - Port 9000
- WebSocket server for real-time Pi communication - WebSocket server for real-time Pi communication