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README.md

The ETL+ Platform for GenAI

Welcome to Unstructured! We're trusted by 82% of the Fortune 1000 and used by over 60,000 organizations globally.

We automatically transform complex, unstructured data into clean, structured data for GenAI applications. Data is routed through dynamic transformation and enrichment pipelines to deliver the highest quality output to your LLM. Continuously. Effortlessly. Automatically.

To get started, check out our open source offerings:

  • unstructured - Core library for partitioning, cleaning, and chunking 25+ documents types for LLM applications and connecting to source and destination data source.
  • unstructured-api - An open source API that wraps the unstructured Python library.
  • unstructured-python-client - Python client library for our API.
  • unstructured-js-client - JavaScript client library for our API.

Ready for a more performant and reliable experience? Try Unstructured for free today and experience the next evolution of ETL for GenAI applications.

Learn more:

  • Company Website - Transform complex, unstructured data into clean, structured data. Securely. Continuously. Effortlessly.
  • Extensive Documentation - Our comprehensive docs cover everything from getting started guides to in-depth API references, ensuring you have the resources you need to succeed.
  • Developer Community on Slack - Connect with fellow developers, share knowledge, and get support through our vibrant community Slack channel.

Popular repositories Loading

  1. unstructured unstructured Public

    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 …

    HTML 15.7k 1.4k

  2. unstructured-api unstructured-api Public

    Python 960 196

  3. unstructured-inference unstructured-inference Public

    Python 210 77

  4. pipeline-sec-filings pipeline-sec-filings Public archive

    Preprocessing pipeline notebooks and API supporting text extraction from SEC documents

    Jupyter Notebook 152 35

  5. unstructured-python-client unstructured-python-client Public

    A Python client for the Unstructured Platform API

    Python 120 22

  6. unstructured-ingest unstructured-ingest Public

    HTML 110 65

Repositories

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Showing 10 of 46 repositories
  • unstructured-inference Public
    Unstructured-IO/unstructured-inference's past year of commit activity
    Python 210 Apache-2.0 77 26 31 Updated Nov 10, 2026
  • unstructured-platform-plugins Public
    Unstructured-IO/unstructured-platform-plugins's past year of commit activity
    Python 6 Apache-2.0 3 0 4 Updated Nov 9, 2026
  • unstructured Public

    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.

    Unstructured-IO/unstructured's past year of commit activity
    HTML 15,723 Apache-2.0 1,397 191 (1 issue needs help) 171 Updated Nov 6, 2026
  • unstructured-python-client Public

    A Python client for the Unstructured Platform API

    Unstructured-IO/unstructured-python-client's past year of commit activity
    Python 120 MIT 22 17 4 Updated Nov 5, 2026
  • unstructured-ingest Public
    Unstructured-IO/unstructured-ingest's past year of commit activity
    HTML 110 Apache-2.0 65 59 37 Updated Nov 5, 2026
  • UNS-MCP Public
    Unstructured-IO/UNS-MCP's past year of commit activity
    Jupyter Notebook 43 19 2 3 Updated Oct 20, 2026
  • unstructured-api Public
    Unstructured-IO/unstructured-api's past year of commit activity
    Python 960 Apache-2.0 195 38 13 Updated Oct 20, 2026
  • unstructured-js-client Public

    A JavaScript/Typescript client for the Unstructured Platform API

    Unstructured-IO/unstructured-js-client's past year of commit activity
    TypeScript 63 MIT 16 7 2 Updated Oct 7, 2026
  • github-workflows-public Public
    Unstructured-IO/github-workflows-public's past year of commit activity
    0 0 0 1 Updated Sep 3, 2026
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     Unstructured-IO/notebooks's past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Aug 27, 2026
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