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LLM Multi Agent Race Analysis System

This project utilizes a multi-agent system to analyze race data from the FastF1 library using CrewAI and LangChain. The system is designed to provide detailed insights and comparisons between drivers in a race session.

Setup Instructions

  1. Create and activate a Conda virtual environment:

    conda create --name race-analysis python=3.11
    conda activate race-analysis
    
  2. Install the dependencies:

    conda env create --file environment.yml
    
  3. Paste your OpenAI key in the .env file.

  4. Provide basic context for the analysis system:

    • Create a file named context.md in the root directory.
    • Add a brief text in context.md to provide basic context to the analysis system.
  5. Run the main script to start the race analysis:

    python main.py
    

Usage

To run the analysis, execute the following command: