#structured-output on Hacker News

4 stories tagged structured-output, newest first.

Screenshot of nishtahir.com: Build your own decision model

Build your own decision model (nishtahir.com)

447 points by softwaredoug 15 days ago | 102 comments

Blog post by Nish Tahir explaining how to build a "system one" decision model that returns calibrated probabilities over allowed answers instead of structured LLM output.

decision-models llm structured-output calibrated-probabilities

Screenshot of github.com: Show HN: Jevper – the Jev interface on top of any OpenAI-compatible model

Show HN: Jevper – the Jev interface on top of any OpenAI-compatible model (github.com)

6 points by czl_my 1 month ago | 1 comments

GitHub repository for jevper, a Python classification wrapper over OpenAI-compatible clients that returns probabilities and confidence via logprobs.

llm classification openai logprobs

Screenshot of microsoft.github.io: TypeChat

TypeChat (microsoft.github.io)

482 points by DanRosenwasser 3 years ago | 145 comments

Microsoft blog post introducing TypeChat, an experimental library that uses TypeScript type definitions to get type-safe structured responses from LLMs.

typechat typescript llm microsoft