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
viewdirectory, runyarn, and thenyarn dev. - Backend Setup: Go to the
servicedirectory and install dependencies withpip install -r requirements.txt. - Environment Variables: Add
DATABASE_URLandOPENAI_API_KEYto your environment variables.
