What is Universal Data Generator?

**Generate** is an innovative experiment designed to create data and CSV files using **Large Language Models (LLMs)**. While the original project is now deprecated, it has evolved into a new initiative called **Ada**, which continues to explore the potential of LLMs in data generation.

What are the features of Universal Data Generator?

* **Data Generation**: Easily generate data and CSV files using advanced LLMs. * **Frontend Setup**: Simple installation process with Vue.js for the frontend. * **Backend Integration**: Python-based backend with easy setup using pip. * **Environment Variables**: Supports custom environment variables for database and API key configurations.

What are the use cases of Universal Data Generator?

* **Data Analysis**: Generate synthetic data for testing and analysis. * **Machine Learning**: Create datasets for training machine learning models. * **Research**: Use LLMs to produce data for academic or experimental research.

How to use Universal Data Generator?

* **Frontend Setup**: Navigate to the `view` directory, run `yarn`, and then `yarn dev`. * **Backend Setup**: Go to the `service` directory and install dependencies with `pip install -r requirements.txt`. * **Environment Variables**: Add `DATABASE_URL` and `OPENAI_API_KEY` to your environment variables.

Is the original Generate project still active?

No, the original Generate project is deprecated, but it has evolved into the new project called Ada.

What languages are used in this project?

The project primarily uses Vue.js for the frontend and Python for the backend, with additional support for TypeScript, CSS, Shell, JavaScript, and HTML.

Universal Data Generator

5.0

19.25%

Generate is a powerful tool for data generation using LLMs, now evolved into the Ada project. It offers easy setup and integration for both frontend and backend development.

Added on: 2025.03.11

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