Instructor makes LLMs return validated, typed structured data using Pydantic models, with automatic retries when validation fails.
From the README
pip install instructor
- Documentation - Comprehensive guides
- Examples - Copy-paste recipes
- Blog - Tutorials and best practices
- Discord - Get help from the community
Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.
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instructor has 13.8k stars on GitHub. It has been forked 1.2k times. instructor is written mainly in Python. It has been in active development since 2023. instructor is available under the MIT license. Its main topics are openai, openai-function-calli, openai-functions, pydantic-v2.
Read the full guideWhat is instructor?
structured outputs for llms
Is instructor open source?
instructor is an open-source project. It is released under the MIT license.
Is instructor free?
Yes. instructor is free and open source — you can use, modify and self-host it.
What license does instructor use?
instructor is available under the MIT license.
What language is instructor written in?
instructor is written mainly in Python.
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