F1 AI Copilot

Your AI-powered assistant for all things Formula 1.

F1 AI Copilot is an intelligent and context-aware assistant designed to provide detailed insights into the world of Formula 1. Whether you're a fan, an analyst, or simply curious, this AI-driven application offers meaningful answers and relevant information.

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Features

• OpenAI GPT-4: Provides intelligent and natural language responses.
• Semantic Search: Powered by OpenAI embeddings and Astra DB for context-aware retrieval.
• Responsive UI: Built with Tailwind CSS for a modern and sleek interface.
• RAG Architecture: Retrieval-Augmented Generation for enhanced accuracy and context.

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Setup Instructions

Prerequisites

1. OpenAI API Key: Sign up at OpenAI to obtain your API key.
2. DataStax Astra DB Credentials:
   • Create a free Astra DB account at DataStax Astra.
   • Set up a database and enable the vector search feature.

Installation

1. Clone the repository:

   git clone https://github.com/your-username/f1-ai-copilot.git
   cd f1-ai-copilot

2. Install dependencies:

   npm install

3. Create a .env file from the provided .env.sample:

   cp .env.sample .env

4. Fill in the .env file with your credentials:

   • OPEN_API_KEY: Your OpenAI API key.
   • ASTRA_DB_API_ENDPOINT: URL for your Astra DB instance.
   • ASTRA_DB_NAMESPACE: Your Astra DB namespace.
   • ASTRA_DB_APPLICATION_TOKEN: Your Astra DB application token.
   • ASTRA_DB_COLLECTION: The collection name for storing embeddings.

5. Run the application:

   npm run dev

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Environment Variables

The following environment variables are required to run this application. A .env.sample file is provided for reference:

OPEN_API_KEY=your-openai-api-key
ASTRA_DB_API_ENDPOINT=https://your-astra-db-endpoint
ASTRA_DB_NAMESPACE=your-namespace
ASTRA_DB_APPLICATION_TOKEN=your-application-token
ASTRA_DB_COLLECTION=your-collection-name

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Usage

-Seed the database locally by running npm run seed.

• Start the app locally by running npm run dev.
• Interact with the F1 AI Copilot via the web interface.
• Ask any Formula 1-related question and receive contextually enriched answers.

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Technologies Used

• OpenAI GPT-4: For conversational AI responses.
• OpenAI Embeddings: To generate and store semantic vectors.
• Astra DB: Vector database for fast and accurate retrieval.
• Tailwind CSS: Responsive and modern design.

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Contributing

Contributions are welcome! To contribute:

1. Fork the repo.
2. Create a new branch for your feature/fix.
3. Submit a pull request describing your changes.

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License

This project is licensed under the MIT License. See the LICENSE file for details.

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Support

If you encounter any issues or have suggestions, feel free to open an issue or contact us.