#141 · Primary category: LLM Application Frameworks

kor

information-extraction llm natural-language natural-language-processing natural-language-understanding

LLM(😽)

Project last updated:02/03/25

GitHub Stars

1.7K

Forks

93

Contributors

12

License

MIT

Why we included this project

Kor is a small Python library for pulling structured data out of free text with an LLM. You describe the fields you want and give a few examples; it builds the prompt, calls the model, and returns the parsed result as usable objects. That works well for extracting specific facts from documents like invoices or user requests, especially if you're on older models without native tool calling. It plugs into LangChain, so teams already using that stack can fold it into their extraction pipelines without much setup. The author is honest that this is a pragmatic wrapper rather than a polished product, so check whether your current chat model's built-in tool-calling support already does the job before reaching for it.

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