microsoft/guidance

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Where there is no guidance, a model fails, but in an abundance of instructions there is safety. - GPT 11:14 Guidance enables you to control modern language models more effectively and efficiently than traditional prompting or chaining. Guidance programs allow you to interleave generation, prompting, and logical control into a single continuous flow matching how the language model actually processes the text. Simple output structures like Chain of Thought and its many variants (e.g., ART, Auto-CoT,...