{
 "schema_version": 1,
 "generated": "2026-10-31",
 "repo": "docling-project/docling",
 "name": "docling",
 "owner": "docling-project",
 "slug": "docling-project-docling",
 "github": "https://github.com/docling-project/docling",
 "what": "Docling parses documents for generative AI. It reads PDF, DOCX, PPTX, XLSX, HTML, EPUB, audio, video, email and more, with advanced PDF understanding of page layout, reading order, tables, code and formulas, and exports to Markdown, HTML, DocTags or lossless JSON. It runs locally, supports OCR and visual language models such as GraniteDocling, and plugs into LangChain, LlamaIndex, Crew AI, Haystack and MCP agents.",
 "why": "70k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Python 3.10 or higher",
  "macOS, Linux or Windows on x86_64 or arm64",
  "Optional: a GPU for faster VLM pipelines such as GraniteDocling"
 ],
 "audience_note": "Developers building RAG, search or agent pipelines who need complex PDFs and office files turned into structured, faithful text.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/docling-project-docling/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "docling-project-docling--convert-a-research-pdf-with-tables-to-markdown",
   "title": "Convert a complex PDF with tables into clean Markdown",
   "best": true,
   "url": "https://dedupedai.com/use-cases/docling-project-docling/convert-a-research-pdf-with-tables-to-markdown/",
   "json": "https://dedupedai.com/use-cases/u/docling-project-docling/convert-a-research-pdf-with-tables-to-markdown.json"
  },
  {
   "id": "docling-project-docling--prepare-documents-for-a-rag-index",
   "title": "Prepare a document folder for a RAG index",
   "best": false,
   "url": "https://dedupedai.com/use-cases/docling-project-docling/prepare-documents-for-a-rag-index/",
   "json": "https://dedupedai.com/use-cases/u/docling-project-docling/prepare-documents-for-a-rag-index.json"
  },
  {
   "id": "docling-project-docling--give-your-agent-document-reading-via-mcp",
   "title": "Let your AI agent read documents through Docling",
   "best": false,
   "url": "https://dedupedai.com/use-cases/docling-project-docling/give-your-agent-document-reading-via-mcp/",
   "json": "https://dedupedai.com/use-cases/u/docling-project-docling/give-your-agent-document-reading-via-mcp.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}