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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. deepsearch-toolkit deepsearch-toolkit Public

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

    Python 113 18

  2. deepsearch-examples deepsearch-examples Public

    Examples using the Deep Search functionalities

    Python 31 13

  3. DocLayNet DocLayNet Public

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

    205 12

  4. project-mognet project-mognet Public

    Mognet is a fast, simple framework to build distributed applications using task queues.

    Python 8 2

Repositories

Showing 10 of 18 repositories
  • docling Public
    DS4SD/docling’s past year of commit activity
    0 0 0 0 Updated Jul 9, 2024
  • DS4SD/MolAnnotator’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jul 8, 2024
  • PatCID Public
    DS4SD/PatCID’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jul 8, 2024
  • DS4SD/MolClassifier’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Jul 8, 2024
  • MolGrapher Public

    MolGrapher: Graph-based Visual Recognition of Chemical Structures

    DS4SD/MolGrapher’s past year of commit activity
    Python 32 MIT 1 0 0 Updated Jul 8, 2024
  • DS4SD/DS4SD.github.io’s past year of commit activity
    CSS 6 MIT 1 0 0 Updated Jul 4, 2024
  • SemTabNet Public

    Repository for ACL paper: "Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs"

    DS4SD/SemTabNet’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jul 1, 2024
  • .github Public
    DS4SD/.github’s past year of commit activity
    0 0 0 0 Updated Jun 24, 2024
  • deepsearch-examples Public

    Examples using the Deep Search functionalities

    DS4SD/deepsearch-examples’s past year of commit activity
    Python 31 MIT 13 0 4 Updated Jun 14, 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 113 MIT 18 8 11 Updated Jun 14, 2024

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