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guidance-ai/guidance

guidance

A guidance language for controlling large language models.

View on GitHub↗Upstream guidance-ai/guidance↗

Builder

guidance-ai

guidance-ai

guidance-ai • individual

Stars

21,485

Using upstream star count

Forks

1,167

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 10, 2022

Project creation date

README Summary

<div align="right"> <a href="https://discord.gg/cjPfAK43dz"><img src="https://img.shields.io/badge/Discord-Join%20Us-5865F2?logo=discord&logoColor=white" alt="Discord"></a> <a href="mailto:guidanceai@microsoft.com"><img src="https://img.shields.io/badge/Email-guidanceai%40microsoft.com-0078D4?logo=microsoft-outlook&logoColor=white" alt="Email"></a> <img src="https://img.shields.io/badge/Hours-10am--2pm%20Pacific-gray" alt="Hours"> </div> <div align="center"><picture> <source media="(pref

Community Evaluation

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AI Dev Skills

Unmapped

Constrained Text GenerationFew-shot Learning PatternsLarge Language Model ControlLLM Reasoning ChainsPrompt EngineeringStructured Output GenerationTemplate-based LLM Programming

Tags

Constrained Text GenerationFew-shot Learning PatternsLarge Language Model ControlLLM Reasoning ChainsPrompt EngineeringStructured Output GenerationTemplate-based LLM ProgrammingC++Data ScienceForkedJupyterLarge Language ModelsOpenAIPydanticPythonStructured OutputTool UseTransformersllama.cpp

Taxonomy

AI Trends

Compound AI SystemsAgentic AIStructured GenerationLLM Programming Paradigms

category

Foundation ModelsAI AgentsData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Developer ToolsLegal TechHealthcareEducationContent Creation

Modalities

TextCode

Skill Areas

Large Language Model ControlPrompt EngineeringConstrained Text GenerationTemplate-based LLM ProgrammingStructured Output GenerationLLM Reasoning ChainsFew-shot Learning Patterns

tag

C++Data ScienceForkedJupyterLarge Language ModelsOpenAIPydanticPythonStructured OutputTool UseTransformersllama.cpp

Use Cases

Structured Data Extraction from TextMulti-step LLM Reasoning TasksTemplate-driven Content GenerationConstrained Creative WritingForm Filling AutomationGuided Conversation SystemsJSON/XML Output Generation

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

3

Update llguidance version to 1.6.1 (#1429)

Hudson Cooper • Mar 16, 2026

9c167f4

[Fix] Typo in normalize_notebook_stdout_stderr (#1423)

jnMetaCode • Mar 16, 2026

e2a46aa

[Lint] Sort imports (#1427)

Richard Edgar • Mar 16, 2026

901eca3

Quality

beta
Quality
medium
Maturity
beta

Categories

Data Science & AnalyticsPrimaryOther AI / MLFoundation ModelsAI Agents

PM Skills

Data & EvaluationDeveloper Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created
Nov 10, 2022
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
28 days ago
Tracked since
Mar 17, 2026

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