Original Summary

Jev&#x27;s launch inspired me to work on this project. I had used fine tuned bert models, zero-shot models to achieve jev like functionality in healthcare insurance fraud audits in the last 2-3 years with good results.<p>Jev&#x27;s launch showed that there is still market and demand for these type of systems. So I wanted to build a FOSS version which would push the research and tinkering (R&amp;T) in this direction.<p>Do not use this where decisions can be costly. There&#x27;s an accuracy&#x2F;intelligence ceiling with these models no matter what the api seller tells you.<p>Use this where you can tell the affected party - &quot;oh yeah, sometimes it can mess up&quot; and you both can have a laugh on the expense of machines.<p>On Jev and Typesafe - I think Jev is great, especially the speed, the documentation and the product design itself.<p>Happy to answer any questions.<p>Thanks, D

  • 情报分类：商业与市场研究
  • 分类依据：内容涉及商业、投资或市场动态
  • 信息来源：Hacker News 新项目
  • 发布时间：2026/9/21 22:00:16