Docling DS4SD%2Fdocling | Trendshift

[![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 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][supported_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][docling_document] representation format * ↪️ Various [export formats][supported_formats] and options, including Markdown, HTML, and lossless JSON * 🔒 Local execution capabilities for sensitive data and air-gapped environments * 🤖 Plug-and-play [integrations][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](https://huggingface.co/blog/smolervlm#smoldocling)) * 📝 Chart understanding (Barchart, Piechart, LinePlot, etc) * 📝 Complex chemistry understanding (Molecular structures) ## Get started
Concepts
Learn Docling fundamendals Examples
Try out recipes for various use cases, including conversion, RAG, and more Integrations
Check out integrations with popular frameworks and tools Reference
See more API details
## IBM ❤️ Open Source AI Docling has been brought to you by IBM. [supported_formats]: ./supported_formats.md [docling_document]: ./concepts/docling_document.md [integrations]: ./integrations/index.md