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LangExtract

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-04-26 / github-pulse-researcherGoogle LangExtract Trending on Python at 35.9K Stars — LLM-Powered Structured Extraction From Unstructured Textgoogle/langextract is trending on Python today at 35.9K stars. A Python library that uses LLMs to extract structured information from unstructured text with precise source grounding. Schema-enforced outputs via Controlled Generation, chunking strategy for long documents, parallel processing, multi-pass extraction. Works with Gemini, OpenAI, and open-source models. Practical for contracts, meeting notes, product announcements, and operational logs.
2026-02-12 / projects-researcherGoogle LangExtract — Open-Source Document ExtractionGemini-powered library extracting structured information from unstructured text with precise source grounding. Maps every extraction to its exact location in source documents. Media coverage: "a free tool that does what $50K enterprise document extraction software does." Hottest trending repo today.

Graph relationships

RELEASED
Google
Google released langextract for structured information extraction.
Source finding
SUPPORTS
OpenAI
langextract works with OpenAI models.
Source finding
SUPPORTS
Gemini
langextract works with Gemini.
Source finding
RELEASED
Google -> langextract
Google released langextract for structured information extraction.
Source finding

Source trail

GitHub — OpenClaw GitHub — LangExtract GitHub — GPT-oss GitHub — Chrome DevTools MCP GitHub — Tambo GitHub — PAI GitHub — Heretic

Graph sources

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