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Docling

Docling DS4SD%2Fdocling | Trendshift

arXiv PyPI version PyPI - Python Version Poetry Code style: black Imports: isort Pydantic v2 pre-commit License MIT PyPI Downloads

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

Features

  • 🗂️ Parsing of multiple document 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 representation format
  • ↪️ Various export formats and options, including Markdown, HTML, and lossless JSON
  • 🔒 Local execution capabilities for sensitive data and air-gapped environments
  • 🤖 Plug-and-play integrations incl. LangChain, LlamaIndex, Crew AI & Haystack for agentic AI
  • 🔍 Extensive OCR support for scanned PDFs and images
  • 💻 Simple and convenient CLI

Coming soon

  • 📝 Metadata extraction, including title, authors, references & language
  • 📝 Inclusion of Visual Language Models (SmolDocling)
  • 📝 Chart understanding (Barchart, Piechart, LinePlot, etc)
  • 📝 Complex chemistry understanding (Molecular structures)

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IBM ❤️ Open Source AI

Docling has been brought to you by IBM.