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docling-project/docling

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

Core Features

Parses multiple document formats (PDF, DOCX, HTML, images, audio, LaTeX, etc.).

Offers advanced PDF understanding, including page layout, reading order, and table structure.

Provides a unified DoclingDocument representation and various export formats (Markdown, HTML, JSON).

Integrates with agentic AI frameworks like LangChain, LlamaIndex, Crew AI, and Haystack.

Includes extensive OCR support, Visual Language Model integration, and structured information extraction.

Quick Start

pip install docling

Detailed Introduction

Docling is an open-source library designed to streamline the preparation of diverse document types for generative AI applications. It excels at parsing complex formats, particularly PDFs, by understanding their layout, structure, and content like tables and formulas. By providing a unified document representation and integrations with leading AI frameworks, Docling empowers developers to build robust AI agents and applications that can effectively process and leverage information from unstructured and semi-structured data sources, ensuring data quality and accessibility for AI models.