Learn LLM structured output in Python with 3 methods: OpenAI JSON schema, Claude tool extraction, and Instructor. Build a type-safe invoice parser with Pydantic.
Build LangGraph agents that return validated, typed data using Pydantic models — with automatic retry loops that self-correct on validation failures.
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