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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 19.5k 1k

  2. deepsearch-toolkit deepsearch-toolkit Public

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

    Python 148 23

  3. deepsearch-examples deepsearch-examples Public

    Examples using the Deep Search functionalities

    Python 58 19

  4. DocLayNet DocLayNet Public

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

    309 16

Repositories

Showing 10 of 27 repositories
  • ragnardoc Public
    DS4SD/ragnardoc’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Feb 1, 2025
  • docling Public

    Get your documents ready for gen AI

    DS4SD/docling’s past year of commit activity
    Python 19,507 MIT 1,044 116 (7 issues need help) 16 Updated Jan 31, 2025
  • docling-parse Public

    Simple package to extract text with coordinates from programmatic PDFs

    DS4SD/docling-parse’s past year of commit activity
    C++ 52 MIT 11 15 1 Updated Jan 31, 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 63 MIT 27 7 3 Updated Jan 31, 2025
  • DS4SD/docling-ibm-models’s past year of commit activity
    Python 68 MIT 10 12 1 Updated Jan 31, 2025
  • docling-serve Public

    Running Docling as an API service

    DS4SD/docling-serve’s past year of commit activity
    Python 52 MIT 13 4 3 Updated Jan 29, 2025
  • deepsearch-examples Public

    Examples using the Deep Search functionalities

    DS4SD/deepsearch-examples’s past year of commit activity
    Python 58 MIT 19 0 4 Updated Jan 29, 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++ 36 MIT 7 2 1 Updated Jan 27, 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-toolkit Public

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

    DS4SD/deepsearch-toolkit’s past year of commit activity
    Python 148 MIT 23 9 11 Updated Jan 24, 2025

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