AI Recommendations Project

Project Description

This project is a demonstration of a system that uses local artificial intelligence to recommend songs to users. Recommendations are based on the songs the user frequently listens to.

Installation

Prerequisites

1. Node.js: Install the stable version to handle the necessary packages.
2. Git: Required to clone the repository.

Installation Steps

1. Clone the Repository

   • Open Git Bash and run:

     git clone https://github.com/AngelGab006/Proyecto-Recomendaciones-IA.git
     cd Proyecto-Recomendaciones-IA

2. Set Up the Project

   • Initialize npm and set up Vite:

     npm init -y
     npm install vite@latest
     npm install @mlc-ai/web-llm

3. Start the Server

   • Run the following command to start the server:

     npm run dev

Usage

• Once the project is running, use the URL provided by the console (example: http://localhost:5173/).
• This will open the project's user interface, where you can test the demo.
• Enter your name and favorite songs separated by commas in the appropriate fields.
• Alternatively, you can use it from this link: https://proyecto-recomendaciones-ia-ten.vercel.app/.

Tip

If you experience slowness on your PC due to this demo, it is advisable to modify the GPU usage. Go to src -> JS -> IA.js and adjust the max_gpu_memory_fraction parameter to a value between 0 and 1:

{ max_gpu_memory_fraction: 0.75 }

Contributions

If you want to contribute to the project, please follow these steps:

1. Fork the repository.
2. Create a new branch (git checkout -b feature/new-feature).
3. Make your changes and commit them (git commit -m 'Add new feature').
4. Push your changes to your branch (git push origin feature/new-feature).
5. Open a Pull Request.

License

This project is under the MIT License. For more details, see the LICENSE file.