# Docling

<p align="center">
  <a href="https://ds4sd.github.io/docling/">
    <img loading="lazy" alt="Docling" src="assets/logo.png" width="150" />
  </a>
</p>


[![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/)
![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue)
[![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)

Docling bundles PDF document conversion to JSON and Markdown in an easy, self-contained package.

## Features

* ⚡ Converts any PDF document to JSON or Markdown format, stable and lightning fast
* 📑 Understands detailed page layout, reading order and recovers table structures
* 📝 Extracts metadata from the document, such as title, authors, references and language
* 🔍 Includes OCR support for scanned PDFs
* 🤖 Integrates easily with LLM app / RAG frameworks like LlamaIndex&nbsp;🦙 & LangChain&nbsp;🦜🔗
* 💻 Provides a simple and convenient CLI