#3333rd of 60 in Data and scraping for AIFor data and documents, documents and ocr

textract

Python library and CLI that extracts text from many document formats

Stars
4.7k
License
MIT
Last commit
Oct 2026
Last release
Sep 2026
Language
HTML
Stars, last 29 weeks+230
21 Apr 2026: 4,504 stars28 Apr 2026: 4,519 stars5 May 2026: 4,530 stars12 May 2026: 4,533 stars19 May 2026: 4,539 stars26 May 2026: 4,543 stars2 Jun 2026: 4,571 stars9 Jun 2026: 4,588 stars16 Jun 2026: 4,602 stars23 Jun 2026: 4,616 stars30 Jun 2026: 4,622 stars7 Jul 2026: 4,633 stars14 Jul 2026: 4,644 stars21 Jul 2026: 4,651 stars28 Jul 2026: 4,659 stars4 Aug 2026: 4,668 stars11 Aug 2026: 4,670 stars18 Aug 2026: 4,676 stars25 Aug 2026: 4,683 stars1 Sept 2026: 4,688 stars8 Sept 2026: 4,700 stars15 Sept 2026: 4,703 stars22 Sept 2026: 4,710 stars29 Sept 2026: 4,716 stars6 Oct 2026: 4,720 stars13 Oct 2026: 4,721 stars20 Oct 2026: 4,723 stars27 Oct 2026: 4,727 stars3 Nov 2026: 4,731 stars10 Nov 2026: 4,734 stars

4,504 on 21 Apr 20264,734 on 10 Nov 2026

From GitHub's daily star counts.

Checked on GitHub.

Overview

textract extracts plain text from documents through a single Python interface and command line. The README gives only a one-line description and a link to the full documentation on Read the Docs, so supported formats and system dependencies are not listed there. It does not use models itself; it prepares document text for downstream use.

Who it is for: Python developers who need plain text from mixed document types

Strengths

  • Published on PyPI, so installation is a standard pip install
  • MIT license
  • Full documentation hosted on Read the Docs
  • Latest release dated 2026-09-01, with recent commits

Weaknesses

  • README has no usage example or install instructions
  • README badges point to Travis CI, which suggests dated CI config
  • Plain text extraction only per README; no layout or table output described

What it needs

  • no GPU
  • Docker

What changed

From the release notes. No flag means the note does not say so, not that the upgrade is safe.

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