Universal Data Generate is a small tool to generate data using GPT-3. It's purely experimental and generated data need to be taken with precaution...but it's fun, so I'm sharing it.
Hello Product Hunters ! 🏴☠️
Sometimes, quick and dirty analysis are made impossible because getting access to the desire dataset is really hard, so, I built a small tool to generate any data on-the-fly using AI knowledge.
The idea is to lower friction so that quick & dirty analysis are made possible. Kinda of the ChatGPT for the data analyst.
⚠️ Don't rely on this for real stuff. It's just a playground ⚠
It's a common wisdom that LLM data is unreliable, and well... it's true.
However, I believe that we should make progress on this, so it's better to address theses issues upfront.
Technically, we try to improve few fronts:
- Avoid obviously fake data "John Doe"
- Avoid cut in response (like "...")
- Estimate and extract the correct number of rows
As well as providing an api / small website easy to use.
It's still falling short on lots of things, but I thought it would be great to hear your feedbacks.
So, I invite you to play with it and I would really love to hear your feedback !
Cheers,
Ben
Very cool! Congrats Benjamin Derville. Do you have training docs so users can learn how to create better queries? Just played a moment and the output was great actually.
@piotr_pawlowski thanks. What features would you need to most from this ?
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A bit slow but works quite well, I tried `pipelines` with some `name`, `source`, `destination`, `published` as fields and got some interesting answers. Maybe more specific answers would be more valuable (the result was quite generic in my case)
@benjamin_derville I am launching Roundup on Producthunt today! 😇 We have devoted nearly a year to developing this project and I would greatly appreciate your feedback. 🙏
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