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Instructor

python.useinstructor.com

Python library for getting structured outputs from LLMs using Pydantic, widely adopted across the AI ecosystem.

Overview

Python library for getting structured outputs from LLMs using Pydantic, widely adopted across the AI ecosystem.

Details

Instructor is a Python library for getting structured outputs from LLMs using Pydantic models, widely adopted across the AI ecosystem as a foundational tool for reliable structured generation. Instructor handles validation, retries, and streaming for structured outputs across many LLM providers. Instructor has become a standard tool in the Python AI development stack.

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