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quarkus-docling

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Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem

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# Quarkus Docling

This is a Quarkus extension for the [Docling project](https://github.com/docling-project). Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem.

## Docling Features

* 🗂️ Parsing of [multiple document formats][supported_formats] incl. PDF, DOCX, XLSX, HTML, images, and more
* 📑 Advanced PDF understanding incl. page layout, reading order, table structure, code, formulas, image classification, and more
* 🧬 Unified, expressive [DoclingDocument][docling_document] representation format
* ↪️ Various [export formats][supported_formats] and options, including Markdown, HTML, and lossless JSON
* 🔒 Local execution capabilities for sensitive data and air-gapped environments
* 🤖 Plug-and-play [integrations][integrations] incl. LangChain, LlamaIndex, Crew AI & Haystack for agentic AI
* 🔍 Extensive OCR support for scanned PDFs and images
* 🥚 Support of several Visual Language Models ([SmolDocling](https://huggingface.co/ds4sd/SmolDocling-256M-preview))
* 💻 Simple and convenient CLI

## Quarkus Docling Features

Currently, this extension is a set of wrappers around the [Docling Java](https://github.com/docling-project/docling-java) project, which communicates with a [Docling Serve](https://github.com/docling-project/docling-serve) instance via a REST API. This extension also provides a Dev Service and Dev UI integrations.

The eventual goal is to unify the [DoclingDocument][docling_document] format with [LangChain4j's `Document` abstraction](https://docs.langchain4j.dev/tutorials/rag#document) so that Docling can be used in a LangChain4j RAG pipeline for ingesting data.

Take a look at [the documentation](https://docs.quarkiverse.io/quarkus-docling/dev) for more information.

Or you can see an example with a video at: https://github.com/lordofthejars-ai/mission-impossible-rag

## Contributors ✨

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):

<table>
 <tbody>
 <tr>
 <td align="center" valign="top" width="14.28%"><a href="https://developers.redhat.com/author/eric-deandrea"><img src="https://avatars.githubusercontent.com/u/363447?v=4?s=100" width="100px;" alt="Eric Deandrea"/> Eric Deandrea</a> <a href="https://github.com/quarkiverse/quarkus-docling/commits?author=edeandrea" title="Code">💻</a> <a href="#maintenance-edeandrea" title="Maintenance">🚧</a> <a href="https://github.com/quarkiverse/quarkus-docling/commits?author=edeandrea" title="Tests">⚠️</a> <a href="#ideas-edeandrea" title="Ideas, Planning, & Feedback">🤔</a> <a href="#content-edeandrea" title="Content">🖋</a> <a href="https://github.com/quarkiverse/quarkus-docling/commits?author=edeandrea" title="Documentation">📖</a></td>
 <td align="center" valign="top" width="14.28%"><a href="http://www.lordofthejars.com"><img src="https://avatars.githubusercontent.com/u/1517153?v=4?s=100" width="100px;" alt="Alex Soto"/> Alex Soto</a> <a href="https://github.com/quarkiverse/quarkus-docling/commits?author=lordofthejars" title="Code">💻</a> <a href="#maintenance-lordofthejars" title="Maintenance">🚧</a> <a href="#content-lordofthejars" title="Content">🖋</a> <a href="https://github.com/quarkiverse/quarkus-docling/commits?author=lordofthejars" title="Documentation">📖</a> <a href="#ideas-lordofthejars" title="Ideas, Planning, & Feedback">🤔</a></td>
 <td align="center" valign="top" width="14.28%"><a href="https://github.com/alina-yur"><img src="https://avatars.githubusercontent.com/u/10358408?v=4?s=100" width="100px;" alt="Alina Yurenko"/> Alina Yurenko</a> <a href="https://github.com/quarkiverse/quarkus-docling/issues?q=author%3Aalina-yur" title="Bug reports">🐛</a></td>
 <td align="center" valign="top" width="14.28%"><a href="https://github.com/gastaldi"><img src="https://avatars.githubusercontent.com/u/54133?v=4?s=100" width="100px;" alt="George Gastaldi"/> George Gastaldi</a> <a href="#infra-gastaldi" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="#platform-gastaldi" title="Packaging/porting to new platform">📦</a> <a href="#tool-gastaldi" title="Tools">🔧</a></td>
 </tr>
 </tbody>
</table>

This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!

[supported_formats]: https://docling-project.github.io/docling/usage/supported_formats/
[docling_document]: https://docling-project.github.io/docling/concepts/docling_document/
[integrations]: https://docling-project.github.io/docling/integrations/

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