unstructured
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
Unstructured extracts and normalizes content from PDFs, HTML, Word, emails and more into clean elements ready for embedding and RAG ingestion.
From the README
docker pull downloads.unstructured.io/unstructured-io/unstructured:latest
- Install the Python SDK to support all document types with pip install "unstructured[all-docs]"
- For plain text files, HTML, XML, JSON and Emails that do not require any extra dependencies, you can run pip install unstructured
- To process other doc types, you can install the extras required for those documents, such as pip install "unstructured[docx,pptx]"
- Install the following system dependencies if they are not already available on your system.
Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.
Claim its page: indexed whatever its rank, translated into six languages, and enriched with what you write yourself.
Get an email alert on its next release or when it starts trending — never miss the moment.
Free · no card · unsubscribe anytimeConvert 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
unstructured has 15.4k stars on GitHub. It has been forked 1.3k times. unstructured is written mainly in HTML. It has been in active development since 2022. unstructured is available under the Apache-2.0 license. Its main topics are data-pipelines, deep-learning, document-image-analysis, document-image-processing.
Read the full guideWhat is unstructured?
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
Is unstructured open source?
unstructured is an open-source project. It is released under the Apache-2.0 license.
Is unstructured free?
Yes. unstructured is free and open source — you can use, modify and self-host it.
What license does unstructured use?
unstructured is available under the Apache-2.0 license.
What language is unstructured written in?
unstructured is written mainly in HTML.
Add this live badge to your README — your GitHub stars and directory rank, refreshed daily.
[](https://olud.ai/project/unstructured-io-unstructured.html)
Measured from GitHub topics shared by both projects, weighted by how rare each topic is.