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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
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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6- titleInstructor - Python Library for Structured LLM Outputs | OpenAI, Anthropic, Google - Instructor
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- descriptionGet 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.
- authorJason Liu
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- og:descriptionGet 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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20- https://discord.gg/bD9YE9JArw
- https://docs.pydantic.dev
- https://forms.gle/ijr9Zrcg2QWgKoWs7
- https://github.com/567-labs/kura
- https://github.com/instructor-ai/instructor