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Welcome to F1 Strategy Manager Wiki

This wiki contains comprehensive documentation for the F1 Strategy Manager project, organized in a hierarchical structure for easy navigation. It is generated through DeepWiki, if you want to see also the figures of the documentation, please, navigate to this link over here.

📋 Complete Documentation

• 📖 Complete Documentation - Full system documentation with all sections organized hierarchically

🗂️ Documentation Structure

🔍 1. Overview

• Overview - Project introduction and general information
  • System Architecture - Overall system design and components
  • Installation and Setup - Getting started guide

📊 2. Streamlit Dashboard

• Streamlit Dashboard - Interactive web interface
  • Strategy Recommendations View - Strategic decision interface
  • Gap Analysis View - Real-time gap tracking
  • Radio Analysis View - Team radio insights
  • Time Predictions View - Lap time forecasting
  • Strategy Chat Interface - AI-powered strategy chat

🤖 3. Machine Learning Models

• Machine Learning Models - AI/ML components
  • Lap Time Prediction - Predictive models for lap times
  • Tire Degradation Modeling - Tire performance analysis
  • Vision-based Gap Calculation - Computer vision for gap detection

🎤 4. NLP Pipeline

• NLP Pipeline - Natural Language Processing components
  • Radio Transcription - Speech-to-text processing
  • Sentiment and Intent Analysis - Emotional and intent recognition
  • Named Entity Recognition - Entity extraction from radio communications

⚙️ 5. Expert System

• Expert System - Rule-based decision engine
  • Degradation Rules - Tire degradation logic
  • Gap Analysis Rules - Gap calculation rules
  • Radio Message Rules - Communication analysis rules
  • Integrated Rule Engine - Unified rule processing

👨‍💻 6. Developer Guide

• Developer Guide - Technical documentation for developers
  • API Reference - Complete API documentation
  • Integration Guide - How to integrate with external systems

🏎️ Project Overview

The F1 Strategy Manager is an integrated AI-powered system for Formula 1 race strategy analysis and decision support, combining:

• 🤖 Machine Learning Models - Predictive analytics for lap times and tire performance
• 👁️ Computer Vision - Automated gap calculation from video feeds
• 🎤 Natural Language Processing - Radio communication analysis and insights
• ⚙️ Rule-based Expert Systems - Strategic recommendations based on F1 expertise
• 📊 Interactive Streamlit Dashboard - User-friendly web interface for real-time analysis

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📝 This documentation is automatically generated and updated from the project's DeepWiki documentation.