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-## Welcome to IBM Deep Search
+# Welcome to Docling
-
-
-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](https://github.com/DS4SD/deepsearch-examples) is very useful to get started.
-
-
-
-## Publications
-
-[Find here our extensive list of publications!](https://ds4sd.github.io/#publications)
-
-## Gallery
-
-|Image extraction|Table Understanding|
-|:-:|:-:|
-|||
-|List resolution| Math Formula |
-|||
-|Complex Layout|Colored layout|
-|||
+Docling enables you to unlock the value of your documents for powering workflows spanning from data preparation for foundation model pre-training and fine-tuning to generative AI applications like RAG / QA.
+https://github.com/user-attachments/assets/10b5094a-812a-4c11-a760-b2098befcd36
+## Getting started
+- [Docling](https://github.com/DS4SD/docling): our open-source technology for getting your documents ready for gen AI
+- [Deep Search](https://ds4sd.github.io): our managed Docling-based SaaS