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google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

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Introduction Why LangExtract? Quick Start Installation API Key Setup for Cloud Models Adding Custom Model Providers Using OpenAI Models Using Local LLMs with Ollama More Examples *Romeo and Juliet* Full Text Extraction Medication Extraction Radiology Report Structuring: RadExtract Community Providers Contributing Testing How to Cite Disclaimer LangExtract is a Python library that uses LLMs to extract structured information from unstructured text documents based on user-defined instructions. It processes materials such as clinical notes or reports, identifying and organizing key details while e…

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