You might want to try Instructor with llm_validator, where you can have natural language clauses to check against in a loop: https://python.useinstructor.com/bl

You might want to try Instructor with llm_validator, where you can have natural language clauses to check against in a loop: https://python.useinstructor.com/blog/2023/10/23/good-llm-validation-is-just-good-validation/?h=good#software-30-validation-for-llms-or-powered-by-llms https://python.useinstructor.com/blog/2023/10/23/good-llm-va... With Pydantic too of course!