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Docling integrates seamlessly with a wide range of AI frameworks, document processing tools, and platforms. Whether you’re building RAG applications, knowledge graphs, or agentic AI systems, Docling provides the high-fidelity document processing foundation you need.

LangChain

Official LangChain extension for document loading and processing

LlamaIndex

Reader and Node Parser for LlamaIndex applications

Haystack

Document converter for Haystack pipelines

Crew AI

Knowledge source for Crew AI multi-agent systems

MCP Server

Model Context Protocol server for agentic applications

More Integrations

Discover additional integrations and tools

Integration Categories

AI Frameworks & RAG

Docling provides native integrations with popular AI frameworks:
  • LangChain - Official document loader with full Docling support
  • LlamaIndex - Reader and Node Parser components
  • Haystack - Document converter for RAG pipelines
  • txtai - Text extraction backend
  • Semantica - Knowledge graph and semantic layer construction

Agentic AI & Multi-Agent Systems

  • Crew AI - Knowledge source for multi-agent workflows
  • MCP Server - Standard protocol for AI agent tool integration
  • Pydantic AI - Type-safe AI agent development
  • smolagents - Lightweight agent framework

Low-Code & Visual Platforms

  • Langflow - Visual low-code platform with Docling components
  • Kotaemon - Document reader for RAG applications
  • OpenWebUI - User interface integration

Data Processing & Annotation

  • Data Prep Kit - Large-scale data preparation toolkit
  • Prodigy - Document annotation and labeling
  • spaCy Layout - NLP pipeline integration

Cloud & Enterprise

  • Apify - Cloud-based document processing
  • NVIDIA - AI blueprints and enterprise solutions
  • Red Hat AI - Enterprise AI platform integration

Docling Ecosystem

Docling Ecosystem Docling sits at the center of a rich ecosystem, providing high-fidelity document understanding for downstream AI applications.

Getting Started

Each integration page provides:
1

Installation Instructions

How to install and configure the integration
2

Code Examples

Real-world usage examples and code snippets
3

Documentation Links

Links to official documentation and resources
4

Additional Resources

GitHub repositories, tutorials, and community examples

Choose Your Integration

Select an integration based on your use case: Explore the navigation menu to discover all available integrations.

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