Structured LLM outputs
2026-01-31
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This is a developer handbook covering techniques for ensuring LLMs produce reliably structured outputs rather than occasionally malformed results due to their probabilistic nature. It covers both constrained and unconstrained methods for structured generation, explains what happens under the hood, and provides guidance on choosing the right tools and techniques for building, deploying, and scaling systems.
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