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@DS4SD

IBM Deep Search

Developer tools for IBM Deep Search

Welcome to IBM Deep Search

Deep Search extracts and structures data from documents in four steps: Parse, Interpret, Index, and Integrate. Try out the first steps on our public system, where we have a live PDF to JSON inspector. With the inspector, you can see how your (programmatic) PDF documents get converted into JSON.

Deep Search also provides a programmatic access to the service, for easy integration with other tools or in order to do bulk conversion. Our python toolkit provides these functionalities both as a client and library. Our examples repository is very useful to get started.


Publications

Find here our extensive list of publications!

Gallery

Image extraction Table Understanding
image table
List resolution Math Formula
list math
Complex Layout Colored layout
complex complex

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  1. docling docling Public

    Get your documents ready for gen AI

    Python 15.5k 785

  2. deepsearch-toolkit deepsearch-toolkit Public

    Interact with the Deep Search platform for new knowledge explorations and discoveries

    Python 141 21

  3. deepsearch-examples deepsearch-examples Public

    Examples using the Deep Search functionalities

    Python 52 17

  4. DocLayNet DocLayNet Public

    DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis

    293 16

Repositories

Showing 10 of 24 repositories
  • docling Public

    Get your documents ready for gen AI

    DS4SD/docling’s past year of commit activity
    Python 15,499 MIT 785 102 (7 issues need help) 5 Updated Dec 18, 2024
  • docling-core Public

    A python library to define and validate data types in Docling.

    DS4SD/docling-core’s past year of commit activity
    Python 41 MIT 19 5 1 Updated Dec 17, 2024
  • docling-haystack Public

    Docling Haystack converter

    DS4SD/docling-haystack’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Dec 17, 2024
  • docling-serve Public

    Running Docling as an API service

    DS4SD/docling-serve’s past year of commit activity
    Makefile 31 MIT 8 3 3 Updated Dec 16, 2024
  • .github Public
    DS4SD/.github’s past year of commit activity
    1 0 0 1 Updated Dec 16, 2024
  • DS4SD/docling-ibm-models’s past year of commit activity
    Python 54 MIT 10 10 1 Updated Dec 16, 2024
  • docling-parse Public

    Simple package to extract text with coordinates from programmatic PDFs

    DS4SD/docling-parse’s past year of commit activity
    C++ 40 MIT 10 7 0 Updated Dec 16, 2024
  • deepsearch-toolkit Public

    Interact with the Deep Search platform for new knowledge explorations and discoveries

    DS4SD/deepsearch-toolkit’s past year of commit activity
    Python 141 MIT 21 8 12 Updated Dec 9, 2024
  • deepsearch-glm Public

    Create fast graph language models from converted PDF documents for knowledge extraction and Q&A.

    DS4SD/deepsearch-glm’s past year of commit activity
    C++ 29 MIT 6 2 1 Updated Dec 9, 2024
  • DS4SD/DS4SD.github.io’s past year of commit activity
    CSS 10 MIT 1 0 0 Updated Dec 2, 2024

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