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Every prompt asks nicely for JSON. Half the replies still bury it inside a paragraph.
What you'll have at the end
A script that sends one prompt and prints a validated object, no markdown fences stripped by hand
You need
You already have a working call to a chat model that returns a plain text reply, from an API key through to printing that raw text.
Not covered
Retrying or repairing a call that still comes back wrong after schema enforcement is already turned on.
Resubmit a rejected reply with the schema error attached
when the schema-enforced reply is still occasionally wrong and a single call is not enough: you need a real retry loop that resubmits it with the validation error attached.
A safety refusal skips every field in your schema
when refusals show up often enough in your real traffic that a one-line guard stops being enough.
Checked 15 Aug 2026
Part of the Structured Output Generation with LLMs cookbook