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data_hallucinator's Introduction

Data Hallucinator

Data Hallucinator is a Qt C++ application that utilizes GPT's hallucination effects to generate new data from a given input CSV file. The application can read CSV files either from a local volume or directly from a given web URL. The generated data can be used for various purposes, such as data analysis, machine learning, or any other application where synthesized data is required.

Application Demo

Features

  • Read CSV files from local volume or web URL
  • Utilize GPT-4's hallucination effects for data generation
  • Export generated data in CSV format
  • User-friendly GUI for easy interaction
  • Auto-saves your last successful entries in your home dir and loads them on next start
  • Dark Mode support (depending on your OS setting)

Requirements

  • Qt 4 or later
  • C++11 or later
  • GPT OpenAI or Azure Open AI Access with GPT Models deployed

Limitations

  • Not all features from the full csv specification are supported (multiline columns, quotes, special escaping)
  • YMMV even with GPT4 32K Model on the No. of samples

Contributing

If you would like to contribute to this project, please feel free to submit a pull request or open an issue for discussion. License

Data Hallucinator is released under the GNU Affero General Public License v3.0.

data_hallucinator's People

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