BTW - Structured/Constrained Generation is the KEY to making AI agents better/scary good. Without it, you're leaving so much on the table. This library is awesome for augmenting that capability!!!!

Also, if you're "studying LLM based chess" and you don't use dynamic grammar's to enforce that models can only make "valid" moves at each time step, you're research is basically invalid.

And don't meme me with claims that structured/constrained generation harms creativity. The devs of outlines debunked that FUD already: https://blog.dottxt.co/say-what-you-mean.html

Similarly, if you think that RLHF/DPO or Lora or any of that harms creativity, you're really outing yourself as not having played with high temperature sampling.

Thank you! Yes indeed, structured output was instrumental in reliably extracting structured data from images from a client.