Docling

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docling is an AI Agents & Automation tool that simplifies document processing and integrates with generative AI ecosystems. It supports diverse formats and offers advanced PDF understanding.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is docling?

docling is an open-source tool designed to prepare documents for generative AI applications, streamlining document processing and providing seamless integrations. It handles a wide array of document formats including PDF, DOCX, PPTX, XLSX, HTML, WAV, MP3, images, LaTeX, and plain text. A key feature is its advanced PDF understanding, encompassing page layout, reading order, table structure, code, formulas, and image classification. docling offers a unified `DoclingDocument` representation and various export options like Markdown and JSON. It supports local execution for sensitive data and integrates with popular AI frameworks such as LangChain, LlamaIndex, Crew AI, and Haystack, making it suitable for developers and AI researchers working on document-related projects.

Best used for

Ideal for developers and data scientists who need to prepare diverse documents for generative AI, extract structured information from complex PDFs, and integrate document processing into AI agent workflows. Especially valuable for projects requiring local execution for sensitive data or seamless integration with frameworks like LangChain.

Common actions

process documents

parse PDFs

extract information

integrate AI

low-code/no-codeworkflowsautomated workflowopen-source"AI Agents"deepfakeface swappingcollaborationgithub copilot

Capabilities

Key features

Parse multiple document formats
Advanced PDF understanding
Unified document representation
Various export formats
Local execution capabilities
Plug-and-play AI integrations
Extensive OCR support

Target Audience

developerdata scientist

Integrations

langchainllamaindexcrew-aihaystack

Pricing & Plans

Open Source

Free

FAQs

What document formats does docling support for parsing?

docling supports a wide range of formats including PDF, DOCX, PPTX, XLSX, HTML, WAV, MP3, WebVTT, various image types (PNG, TIFF, JPEG), LaTeX, and plain text files. It also handles application-specific XML schemas like USPTO patents and XBRL financial reports.

Can docling handle scanned PDFs and images?

Yes, docling provides extensive OCR (Optical Character Recognition) support, allowing it to process and extract text from scanned PDFs and images. This ensures comprehensive data extraction even from non-text-searchable documents.

What AI frameworks does docling integrate with?

docling offers plug-and-play integrations with popular AI frameworks such as LangChain, LlamaIndex, Crew AI, and Haystack. These integrations facilitate the development of agentic AI applications by simplifying document processing within these ecosystems.

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Subcategories trending in AI Agents & Automation

AI Frameworks & Infra Chatbots & Conversational AI Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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