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BAML is one toolchain from the compiler to production. Build, test, trace, query, and alert on your code with tools that all read the same types.

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Every Way to Get Structured Output from LLMs

2024169 points83 comments AI & Machine Learning details

A survey of every framework for extracting structured output from LLMs, and how they compare.

Structured outputs create false confidence

2025155 points66 comments AI & Machine Learning details

Constrained decoding seems like the greatest thing since sliced bread, but it often forces models to prioritize output conformance over output quality.