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How AI describes Guidance

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Guidance logoGuidanceguidance-ai.github.io

Guidance is a Python library that provides granular control over large language model outputs through structured constraints like regex, CFGs, and JSON schemas. It enables stateless, production-ready programs compatible with OpenAI, llama.cpp, and Transformers, reducing latency and eliminating the need for chaining or retries.

Brand context
Hosted on GitHub Pages

Parse Score

54.4
Strength26
Reach41
Authority43

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Sources

github.com shapes more of what AI says about Guidance than any other source, at 31% of its citations.

arxiv.org · medium.com · claudemarketplaces.com · letsdatascience.com

AI questions where Guidance appears

  • Excerpts where Guidance appeared in the AI's answer

    Google AI Mode · excerpt
    Guidance: Developed by Guidance AI, it allows you to interleave Python control flow with token-level structural constraints.
    Google AI Mode · excerpt
    Guidance: Developed by Microsoft, this framework allows you to interleave generation, prompting, and control structures, ensuring strict compliance.

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