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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 20.1k 1.1k

  2. deepsearch-toolkit deepsearch-toolkit Public

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

    Python 152 24

  3. deepsearch-examples deepsearch-examples Public

    Examples using the Deep Search functionalities

    Python 60 20

  4. DocLayNet DocLayNet Public

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

    310 16

Repositories

Showing 10 of 27 repositories
  • docling Public

    Get your documents ready for gen AI

    DS4SD/docling’s past year of commit activity
    Python 20,078 MIT 1,083 127 (8 issues need help) 16 Updated Feb 7, 2025
  • DS4SD/docling-ibm-models’s past year of commit activity
    Python 70 MIT 10 12 1 Updated Feb 7, 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 65 MIT 27 8 4 Updated Feb 7, 2025
  • docling-parse Public

    Simple package to extract text with coordinates from programmatic PDFs

    DS4SD/docling-parse’s past year of commit activity
    C++ 57 MIT 12 14 2 Updated Feb 7, 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 Feb 4, 2025
  • docling-serve Public

    Running Docling as an API service

    DS4SD/docling-serve’s past year of commit activity
    Python 63 MIT 15 8 4 Updated Feb 3, 2025
  • DS4SD/DS4SD.github.io’s past year of commit activity
    CSS 10 MIT 1 0 0 Updated Feb 3, 2025
  • ragnardoc Public
    DS4SD/ragnardoc’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Feb 1, 2025
  • deepsearch-examples Public

    Examples using the Deep Search functionalities

    DS4SD/deepsearch-examples’s past year of commit activity
    Python 60 MIT 20 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++ 37 MIT 7 2 1 Updated Jan 27, 2025

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