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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 19k 1k

  2. deepsearch-toolkit deepsearch-toolkit Public

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

    Python 147 22

  3. deepsearch-examples deepsearch-examples Public

    Examples using the Deep Search functionalities

    Python 57 19

  4. DocLayNet DocLayNet Public

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

    307 16

Repositories

Showing 10 of 26 repositories
  • docling Public

    Get your documents ready for gen AI

    DS4SD/docling’s past year of commit activity
    Python 19,033 MIT 1,005 159 (8 issues need help) 15 Updated Jan 24, 2025
  • docling-ts Public

    Use Docling output in TypeScript and JavaScript

    DS4SD/docling-ts’s past year of commit activity
    TypeScript 0 MIT 0 0 0 Updated Jan 24, 2025
  • 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++ 33 MIT 7 2 2 Updated Jan 24, 2025
  • 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 147 MIT 22 9 11 Updated Jan 24, 2025
  • DS4SD/docling-ibm-models’s past year of commit activity
    Python 67 MIT 10 12 1 Updated Jan 24, 2025
  • docling-parse Public

    Simple package to extract text with coordinates from programmatic PDFs

    DS4SD/docling-parse’s past year of commit activity
    C++ 50 MIT 10 13 1 Updated Jan 23, 2025
  • docling-serve Public

    Running Docling as an API service

    DS4SD/docling-serve’s past year of commit activity
    Python 46 MIT 11 4 4 Updated Jan 23, 2025
  • docling-core Public

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

    DS4SD/docling-core’s past year of commit activity
    Python 60 MIT 25 7 2 Updated Jan 21, 2025
  • deepsearch-examples Public

    Examples using the Deep Search functionalities

    DS4SD/deepsearch-examples’s past year of commit activity
    Python 57 MIT 19 0 5 Updated Jan 17, 2025
  • docling-haystack Public

    Docling Haystack integration

    DS4SD/docling-haystack’s past year of commit activity
    Python 10 MIT 2 2 0 Updated Jan 13, 2025

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