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Instructor - Python Library for Structured LLM Outputs | OpenAI, Anthropic, Google - Instructor

Get structured data from LLMs with Instructor - the most popular Python library for LLM validation. Supports OpenAI, Anthropic, Google, Ollama, DeepSeek, and 15+ providers. Built on Pydantic with automatic retries, streaming, and type safety.



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Instructor - Python Library for Structured LLM Outputs | OpenAI, Anthropic, Google - Instructor

https://python.useinstructor.com/

Get structured data from LLMs with Instructor - the most popular Python library for LLM validation. Supports OpenAI, Anthropic, Google, Ollama, DeepSeek, and 15+ providers. Built on Pydantic with automatic retries, streaming, and type safety.



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Instructor - Python Library for Structured LLM Outputs | OpenAI, Anthropic, Google - Instructor

Get structured data from LLMs with Instructor - the most popular Python library for LLM validation. Supports OpenAI, Anthropic, Google, Ollama, DeepSeek, and 15+ providers. Built on Pydantic with automatic retries, streaming, and type safety.

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      Get structured data from LLMs with Instructor - the most popular Python library for LLM validation. Supports OpenAI, Anthropic, Google, Ollama, DeepSeek, and 15+ providers. Built on Pydantic with automatic retries, streaming, and type safety.
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