I have been busy building a RevOps partner in thought chat bot that uses an agentic framework to get different types of information to our users. (Gotta love the new word salad we have today ;D )

As part of this work we needed to do entity extraction from text and get Python types or Pydantic models back. We are using Google's Vertax AI and nothing out there existed for it at the time. So I took inspiration from other Python packages and built Modelsmith.

Over time it has evolved to now support Anthropic, Google Vertex AI, and Open AI APIs.

It is designed to be simple to use and also simple to understand the code base.

Hopefully it is of use to someone else out there.

(PS be gentle in the comments Hacker News ;) Feedback is always appreciated)