# Docling

Docling

[![arXiv](https://img.shields.io/badge/arXiv-2408.09869-b31b1b.svg)](https://arxiv.org/abs/2408.09869) [![PyPI version](https://img.shields.io/pypi/v/docling)](https://pypi.org/project/docling/) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/docling)](https://pypi.org/project/docling/) [![Poetry](https://img.shields.io/endpoint?url=https://python-poetry.org/badge/v0.json)](https://python-poetry.org/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/) [![Pydantic v2](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/pydantic/pydantic/main/docs/badge/v2.json)](https://pydantic.dev) [![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit) [![License MIT](https://img.shields.io/github/license/DS4SD/docling)](https://opensource.org/licenses/MIT) [![PyPI Downloads](https://static.pepy.tech/badge/docling/month)](https://pepy.tech/projects/docling) Docling parses documents and exports them to the desired format with ease and speed. ## Features * 🗂️ Reads popular document formats (PDF, DOCX, PPTX, XLSX, Images, HTML, AsciiDoc & Markdown) and exports to Markdown and JSON * 📑 Advanced PDF document understanding incl. page layout, reading order & table structures * 🧩 Unified, expressive [DoclingDocument](./concepts/docling_document.md) representation format * 🤖 Easy integration with LlamaIndex 🦙 & LangChain 🦜🔗 for powerful RAG / QA applications * 🔍 OCR support for scanned PDFs * 💻 Simple and convenient CLI ### Coming soon * ♾️ Equation & code extraction * 📝 Metadata extraction, including title, authors, references & language * 🦜🔗 Native LangChain extension ## IBM ❤️ Open Source AI Docling has been brought to you by IBM.