Interesting, thanks for explaining how it works. Would it also be possible to construct one of these JSON schemas by hand, without OpenAI? The core data cleaning system sounds like just as interesting a piece of technology as the AI schema generation.

@nerdponx Yes YoBulk provides a way to write JSON schemas by hand..We have added some custom keyword like validate which is not defined in JSON standard..But our validation engine can understand that..You can pass a javascript function through validate keyword..It's a game changer.. "first_name":{ "type":"string", "format": "first_name", "validate": "(x) => {\r\n let regex = new RegExp(\"([a-z][a-zA-Z]*)\");\r\n return regex.test(x);\r\n }" },

This is a very interesting combination of technologies. Thank you again for explaining how they work! I tend to prefer open-source solutions for my own work, but I can see this being highly useful and valuable for many businesses.

Thanks keep following YoBulk..We will keep on doing some path breaking work in CSV importing space.