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* updated the README Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added minimal_asr_pipeline Signed-off-by: Peter Staar <taa@zurich.ibm.com> * Updated README and added ASR example Signed-off-by: Peter Staar <taa@zurich.ibm.com> * Updated docs.index.md Signed-off-by: Peter Staar <taa@zurich.ibm.com> * updated CI and mkdocs Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added link tp existing audio file Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added link tp existing audio file Signed-off-by: Peter Staar <taa@zurich.ibm.com> * reformatting Signed-off-by: Peter Staar <taa@zurich.ibm.com> --------- Signed-off-by: Peter Staar <taa@zurich.ibm.com>
60 lines
4.1 KiB
Markdown
Vendored
60 lines
4.1 KiB
Markdown
Vendored
<p align="center">
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<img loading="lazy" alt="Docling" src="assets/docling_processing.png" width="100%" />
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<a href="https://trendshift.io/repositories/12132" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12132" alt="DS4SD%2Fdocling | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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</p>
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[](https://arxiv.org/abs/2408.09869)
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[](https://pypi.org/project/docling/)
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[](https://pypi.org/project/docling/)
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[](https://github.com/astral-sh/uv)
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[](https://github.com/astral-sh/ruff)
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[](https://pydantic.dev)
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[](https://github.com/pre-commit/pre-commit)
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[](https://opensource.org/licenses/MIT)
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[](https://pepy.tech/projects/docling)
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[](https://apify.com/vancura/docling)
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[](https://www.bestpractices.dev/projects/10101)
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[](https://lfaidata.foundation/projects/)
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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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## Features
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* 🗂️ Parsing of [multiple document formats][supported_formats] incl. PDF, DOCX, PPTX, XLSX, HTML, WAV, MP3, images (PNG, TIFF, JPEG, ...), and more
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* 📑 Advanced PDF understanding incl. page layout, reading order, table structure, code, formulas, image classification, and more
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* 🧬 Unified, expressive [DoclingDocument][docling_document] representation format
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* ↪️ Various [export formats][supported_formats] and options, including Markdown, HTML, [DocTags](https://arxiv.org/abs/2503.11576) and lossless JSON
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* 🔒 Local execution capabilities for sensitive data and air-gapped environments
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* 🤖 Plug-and-play [integrations][integrations] incl. LangChain, LlamaIndex, Crew AI & Haystack for agentic AI
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* 🔍 Extensive OCR support for scanned PDFs and images
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* 👓 Support of several Visual Language Models ([SmolDocling](https://huggingface.co/ds4sd/SmolDocling-256M-preview))
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* 🎙️ Support for Audio with Automatic Speech Recognition (ASR) models
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* 💻 Simple and convenient CLI
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### Coming soon
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* 📝 Metadata extraction, including title, authors, references & language
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* 📝 Chart understanding (Barchart, Piechart, LinePlot, etc)
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* 📝 Complex chemistry understanding (Molecular structures)
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## Get started
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<div class="grid">
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<a href="concepts/" class="card"><b>Concepts</b><br />Learn Docling fundamentals</a>
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<a href="examples/" class="card"><b>Examples</b><br />Try out recipes for various use cases, including conversion, RAG, and more</a>
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<a href="integrations/" class="card"><b>Integrations</b><br />Check out integrations with popular frameworks and tools</a>
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<a href="reference/document_converter/" class="card"><b>Reference</b><br />See more API details</a>
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</div>
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## LF AI & Data
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Docling is hosted as a project in the [LF AI & Data Foundation](https://lfaidata.foundation/projects/).
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### IBM ❤️ Open Source AI
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The project was started by the AI for knowledge team at IBM Research Zurich.
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[supported_formats]: ./usage/supported_formats.md
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[docling_document]: ./concepts/docling_document.md
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[integrations]: ./integrations/index.md
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