CLI Tools2026年3月29日·1 分钟阅读

Docling — Document Parsing for AI

IBM document parsing library. Converts PDFs, DOCX, PPTX, images, and HTML into structured markdown or JSON. Built for RAG pipelines and LLM ingestion.

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介绍

Docling is IBM's open-source document parsing library, designed for AI pipelines. It accurately converts PDFs (including scanned), Word docs, PowerPoints, images, and HTML into clean structured output — markdown, JSON, or document objects.

Best for: RAG pipeline document ingestion, PDF parsing, enterprise document processing Works with: LangChain, LlamaIndex, any LLM pipeline

Supported Formats

  • PDF — Text, tables, images, scanned documents (OCR)
  • DOCX — Microsoft Word documents
  • PPTX — PowerPoint presentations
  • HTML — Web pages
  • Images — PNG, JPG with OCR
  • Markdown — Passthrough with metadata

Key Features

  • Table extraction — Accurate table parsing to structured data
  • Layout analysis — Understands headers, paragraphs, lists, captions
  • OCR — Built-in for scanned documents
  • Chunking — Hierarchical chunking that respects document structure
  • LangChain integration — DoclingLoader for direct pipeline use

FAQ

Q: What is Docling? A: IBM document parsing library. Converts PDFs, DOCX, PPTX, images, and HTML into structured markdown or JSON. Built for RAG pipelines and LLM ingestion.

Q: How do I install Docling? A: Check the Quick Use section above for step-by-step installation instructions. Most assets can be set up in under 2 minutes.

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来源与感谢

Created by IBM. Licensed under MIT. DS4SD/docling — 15K+ GitHub stars

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