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// Read docs & web pages

unstructured0.27.33

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

Open source Maintained For agents

Official site ↗ GitHub ↗

IN ONE PARAGRAPH

unstructured is convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

Good for: Developers who want their agent (Claude Code, Codex, Cursor…) to read docs & web pages.

01How to start

  1. 1Read the official README for requirements and permissions.
  2. 2Install it from the official package registry: pip install unstructured
  3. 3Tell your agent the command exists (e.g. in AGENTS.md / CLAUDE.md) so it knows when to call it.

PyPI: unstructured

02Alternatives & comparison

Compare side by side →
docling Get your documents ready for gen AI ★ 69k PaddleOCR Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages. ★ 91k MinerU Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows. ★ 82k EasyOCR Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. ★ 30k firecrawl Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥 ★ 194k

03Related

Versions, why it is listed, for AI to read

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For AI agents

Data updated: AI software & hot ranks · Software profiles & needs · Official software downloads(UTC+8)