## Navigation Menu - Product Explore - GitHub Copilot Write better code with AI - GitHub Advanced Security Find and fix vulnerabilities - Actions Automate any workflow - Codespaces Instant dev environments - Issues Plan and track work - Code Review Manage code changes - Discussions Collaborate outside of code - Code Search Find more, search less - Why GitHub - All features - Documentation - GitHub Skills - Blog - Solutions By company size By use case By industry View all solutions - Enterprises - Small and medium teams - Startups - Nonprofits - DevSecOps - DevOps - CI/CD - View all use cases - Healthcare - Financial services - Manufacturing - Government - View all industries - Resources Topics Explore - AI - DevOps - Security - Software Development - View all - Learning Pathways - Events & Webinars - Ebooks & Whitepapers - Customer Stories - Partners - Executive Insights - Open Source Repositories - GitHub Sponsors Fund open source developers - The ReadME Project GitHub community articles - Topics - Trending - Collections - Enterprise Available add-ons - Enterprise platform AI-powered developer platform - GitHub Advanced Security Enterprise-grade security features - Copilot for business Enterprise-grade AI features - Premium Support Enterprise-grade 24/7 support - Pricing # Search code, repositories, users, issues, pull requests... # Provide feedback We read every piece of feedback, and take your input very seriously. # Saved searches ## Use saved searches to filter your results more quickly To see all available qualifiers, see our documentation. {{ message }} - Notifications You must be signed in to change notification settings - Fork 1.8k - Star 28.7k Get your documents ready for gen AI ### License - Code - Issues 323 - Pull requests 16 - Discussions - Actions - Projects 0 - Security - Insights - Code - Issues - Pull requests - Discussions - Actions - Projects - Security - Insights # docling-project/docling ## Folders and files | Name | Name | Name | Last commit message | Last commit date | |----------------------------------|----------------------------------|----------------------------------|-----------------------|--------------------| | Latest commit History477 Commits | Latest commit History477 Commits | Latest commit History477 Commits | | | | .actor | .actor | .actor | | | | .github | .github | .github | | | | docling | docling | docling | | | | docs | docs | docs | | | | tests | tests | tests | | | | .gitignore | .gitignore | .gitignore | | | | .pre-commit-config.yaml | .pre-commit-config.yaml | .pre-commit-config.yaml | | | | CHANGELOG.md | CHANGELOG.md | CHANGELOG.md | | | | CITATION.cff | CITATION.cff | CITATION.cff | | | | CODE_OF_CONDUCT.md | CODE_OF_CONDUCT.md | CODE_OF_CONDUCT.md | | | | CONTRIBUTING.md | CONTRIBUTING.md | CONTRIBUTING.md | | | | Dockerfile | Dockerfile | Dockerfile | | | | LICENSE | LICENSE | LICENSE | | | | MAINTAINERS.md | MAINTAINERS.md | MAINTAINERS.md | | | | README.md | README.md | README.md | | | | mkdocs.yml | mkdocs.yml | mkdocs.yml | | | | poetry.lock | poetry.lock | poetry.lock | | | | pyproject.toml | pyproject.toml | pyproject.toml | | | | View all files | View all files | View all files | | | ## Repository files navigation - README - Code of conduct - MIT license - Security # Docling 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 - 🥚 Support of Visual Language Models (SmolDocling) 🆕 - 💻 Simple and convenient CLI ### Coming soon - 📝 Metadata extraction, including title, authors, references & language - 📝 Chart understanding (Barchart, Piechart, LinePlot, etc) - 📝 Complex chemistry understanding (Molecular structures) ## Installation To use Docling, simply install docling from your package manager, e.g. pip: ``` pip install docling ``` Works on macOS, Linux and Windows environments. Both x86\_64 and arm64 architectures. More detailed installation instructions are available in the docs. ## Getting started To convert individual documents with python, use convert(), for example: ``` from docling.document_converter import DocumentConverter source = "https://arxiv.org/pdf/2408.09869" # document per local path or URL converter = DocumentConverter() result = converter.convert(source) print(result.document.export_to_markdown()) # output: "## Docling Technical Report[...]" ``` More advanced usage options are available in the docs. ## CLI Docling has a built-in CLI to run conversions. ``` docling https://arxiv.org/pdf/2206.01062 ``` You can also use 🥚SmolDocling and other VLMs via Docling CLI: ``` docling --pipeline vlm --vlm-model smoldocling https://arxiv.org/pdf/2206.01062 ``` This will use MLX acceleration on supported Apple Silicon hardware. Read more here ## Documentation Check out Docling's documentation, for details on installation, usage, concepts, recipes, extensions, and more. ## Examples Go hands-on with our examples, demonstrating how to address different application use cases with Docling. ## Integrations To further accelerate your AI application development, check out Docling's native integrations with popular frameworks and tools. ## Get help and support Please feel free to connect with us using the discussion section. ## Technical report For more details on Docling's inner workings, check out the Docling Technical Report. ## Contributing Please read Contributing to Docling for details. ## References If you use Docling in your projects, please consider citing the following: ``` @techreport{Docling, author = {Deep Search Team}, month = {8}, title = {Docling Technical Report}, url = {https://arxiv.org/abs/2408.09869}, eprint = {2408.09869}, doi = {10.48550/arXiv.2408.09869}, version = {1.0.0}, year = {2024} } ``` ## License The Docling codebase is under MIT license. For individual model usage, please refer to the model licenses found in the original packages. ## LF AI & Data Docling is hosted as a project in the LF AI & Data Foundation. ### IBM ❤️ Open Source AI The project was started by the AI for knowledge team at IBM Research Zurich. ## About Get your documents ready for gen AI ### Topics ### Resources ### License ### Code of conduct ### Security policy ### Stars ### Watchers ### Forks ## Releases 95 ## Used by 1.7k ## Contributors 77 ## Languages - Python 71.5% - HTML 26.7% - Shell 1.4% - Dockerfile 0.4% ## Footer ### Footer navigation - Terms - Privacy - Security - Status - Docs - Contact - Manage cookies - Do not share my personal information You can’t perform that action at this time.