This project was created using create-react-app, a popular tool for building React applications. The project is called AI Chat in Browser using TransformerJS, and it demonstrates the use of TransformerJS for text-to-text generation.
To use this project, you need to install the following dependencies: transformersJS from xenova/transformers: This library provides the TransformerJS functionality used in the project.
npm i @xenova/transformer
The project uses a lightweight model called "Xenova/blenderbot-400M-distill" for text-to-text generation. This model is not as advanced as other models available, but it is sufficient for demonstrating the basic functionality of the project.
To use the project, follow these steps:
- Clone the repository to your local machine.
- Install the dependencies by running npm install in the project directory.
- Start the application by running npm start.
- Open a web browser and navigate to http://localhost:3000 to access the chat interface. Type a message in the input field and press the Send button to see the response from the AI model.
- Real-time text-to-text generation using TransformerJS
- Lightweight model for fast response times
- User-friendly chat interface
The model used is not advanced, and the responses may not be as accurate as expected. The project is for demonstration purposes only and should not be used for production-level applications.
Integrate more advanced models for better response accuracy Add more features to the chat interface, such as user authentication and conversation history Optimize the application for better performance and scalability
This project demonstrates the use of TransformerJS for text-to-text generation in a React application. It provides a basic chat interface for users to interact with the AI model and can be used as a starting point for more advanced projects.