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# Instructor
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_Structured extraction in Python, powered by llms, designed for simplicity, transparency, and control._
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_Structured outputs powered by llms. Designed for simplicity, transparency, and control._
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---
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[](https://twitter.com/jxnlco)
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[](https://discord.gg/CV8sPM5k5Y)
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[](https://pypi.python.org/pypi/instructor)
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[](https://jxnl.github.io/instructor)
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[](https://github.com/jxnl/instructor/issues)
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Dive into the world of Python-based structured extraction, by OpenAI's function calling API and Pydantic, the most widely used data validation library for Python. Instructor stands out for its simplicity, transparency, and user-centric design. Whether you're a seasoned developer or just starting out, you'll find Instructor's approach intuitive and steerable.
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# - toc.integrate
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palette:
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- scheme: default
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primary: indigo
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primary: black
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accent: indigo
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toggle:
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icon: material/brightness-7
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