We were founded in 2005 in a tiny apartment in Bucharest, Romania as DeskOver.

Fittingly, it was a customer who, in 2012, first saw the immense possibilities for us in the fledgling RPA market. Our desktop automation product launched in 2013. In 2015, we introduced our enterprise platform along with our new name.

Today, UiPath is the fastest-growing enterprise software company in history with scores of offices, thousands of employees, partnerships with the world’s best consulting and BPO firms, a **500,000-strong developer community**, and **5MM+ robots at work** in over **5,000 global enterprises.**

Our mission is to deliver the leading Robotic Process Automation platform to our clients for an automation first mindset.

We build software robots that automate repetitive processes. Our software robots take on the tedious, mind-numbing work and free people to do the more stimulating, creative work worth doing.

But no matter how much we’ve grown, one thing hasn’t changed. We’re still building a company we love to work for

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RPA Content Manager

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Overview of the UiPath Document Understanding ML Activities Pack
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The UiPath Document Understanding ML Activities pack comprises specialized activities designed to seamlessly integrate machine learning models into Document Understanding workflows. These activities are intended to enhance the efficiency and precision of automation tasks, specifically in the realm of document data extraction.

Activities in the UiPath Document Understanding ML Activities Pack
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The UiPath Document Understanding ML Activities pack contains activities that integrate ML models for Document Understanding workflows, as follows:

*   The [Machine Learning Extractor](https://docs.uipath.com/activities/other/latest/document-understanding/machine-learning-extractor) activity which enables the usage of UiPath provided machine learning models to perform data extraction from documents. The activity is capable of consuming ML models in the context of document understanding, thus enabling RPA workflows to use such models for data extraction from documents.
*   The [Machine Learning Extractor Trainer](https://docs.uipath.com/activities/other/latest/document-understanding/machine-learning-extractor-trainer) activity which collects the human feedback for you, in a directory of your choice.
*   The [Machine Learning Classifier](https://docs.uipath.com/activities/other/latest/document-understanding/machine-learning-classifier) activity which allows users to perform document classification, enabling the use of extraction techniques matching the document type. This activity consumes classification ML models, generated in the context of Document Understanding, from AI Center.
*   The [Machine Learning Classifier Trainer](https://docs.uipath.com/activities/other/latest/document-understanding/machine-learning-classifier-trainer) activity which allows the collection of human feedback data in AI Center datasets for creating and updating document classification models on AI.

  

**IMPORTANT:** Installing this package version requires upgrading all the other Document Understanding packages to their latest version. (in case any are installed).  
  
This includes the following packages: IntelligentOCR (&gt;= 6.10.0), DocumentUnderstanding.ML (&gt;= 1.22.0), PDF (&gt;= 3.15.0), AmazonTextract (&gt;= 1.0.0), OCR.Activities (&gt;= 3.9.0) and OmniPage (&gt;= 1.11.0). On lower versions, some functionality may be missing or unexpected errors might occur.

The UiPath Document Understanding ML Activities pack contains activities that integrate ML models for Document Understanding workflows.

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Version	Release Date	Download Link
1.30.1-preview	August 31, 2024
1.30.0-preview	August 1, 2024
1.29.0-preview	July 9, 2024
1.28.4	June 21, 2024
1.28.3	June 6, 2024
1.28.2	May 31, 2024
1.28.1	May 1, 2024
1.28.0-preview	March 24, 2024
1.27.0-preview	February 28, 2024
1.26.0-preview	February 1, 2024
1.25.0-preview	December 15, 2023
1.24.0	December 13, 2023
Generative Features General Availability We are excited to announce that the UiPath.DocumentUnderstanding.ML.Activities generative features are now in general availability. This includes the following: Generative Classifier activity Generative Extractor activity TIP: You can use the new generative features with the UiPath.IntelligentOCR.Activities framework.