Docling

Docling is an open-source document conversion system that preserves layout, reading order and provenance

See it in action

Author example

Word document to a structured document tree

The author’s word_sample.docx conversion pairs serialized YAML on the left with original headings, text and picture on the right. Connectors show parent and child relationships.

Word document to a structured document tree
Open full image
License

Original source image converted to WebP; no crop, content edit or upscaling.

MIT License

Copyright The Docling Contributors

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Author example

Nested text and lists retain their relationships

Original Word lists mapped to structured text and group nodes, showing how ordered and unordered lists nest beneath a section heading.

Nested text and lists retain their relationships
Open full image
License

Original source image converted to WebP; no crop, content edit or upscaling.

MIT License

Copyright The Docling Contributors

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

Product overview

Docling converts messy documents — PDFs, Office files, HTML, images and audio — into structured data, detecting tables, formulas, reading order, OCR and much more.

SOURCE-LISTED CAPABILITIES

What Docling offers

  1. 01Preserve reading order and tables
  2. 02Represent mathematics as LaTeX
  3. 03Produce structure-aware document chunks
DIFFERENTIATION

What makes it different

It keeps document structure in a shared document model rather than reducing every page to plain text. It can run locally, as a service or on private infrastructure.

BEST FOR

Who should consider it

  • Developers processing complex documents
  • Teams preparing structured retrieval corpora
BEFORE YOU CHOOSE

What to verify

  • Try one real task and compare its output with your requirements.
  • Check what data the service stores, shares, or uses for training.
  • Confirm current pricing, usage limits, and cancellation terms on the official site.
Website checked

Official link checked on Nov 8, 2026. Feature claims have not been independently tested.

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