ai-center
2023.4
false
- Release Notes
- Before you begin
- Getting started
- Installing AI Center
- Migration and upgrade
- Projects
- Datasets
- Data Labeling
- ML packages
- Out of the box packages
- Pipelines
- ML Skills
- ML Logs
- Document UnderstandingTM in AI Center
- AI Center API
- How to
- Licensing
- Basic Troubleshooting Guide
AI Center User Guide
Last updated Oct 22, 2024
About AI Center
UiPath® AI Center is an application that allows you to deploy, manage, and continuously improve Machine Learning models and consume them within RPA workflows in Studio.
AI Center uses the concept of an AI Units for licensing.
For more information on this, see the AI Units page.
AI Center is the infrastructure on top of which UiPath Document Understanding machine learning models run. These models can be deployed or instantiated for retraining with a few clicks (see this section).
Using a Document Understanding model involves these steps:
- Collect document samples and the requirements of the data points that need to be extracted.
- Label documents using Data Manager. Note Data Manager itself will connect to an OCR Engine.
- Export labeled documents as a training data set and upload that exported folder to AI Center Storage.
- Export labeled documents as a Testing data set and upload that exported folder to AI Center Storage.
- Run a Training Pipeline on AI Center.
- Evaluate the model performance with an Evaluation Pipeline on AI Center.
- Deploy the trained model as an ML Skill in AI Center.
- Query the ML Skill from an RPA Workflow using the
Document Understanding activity pack.
Important: Remember that using Document Understanding models require that the machine on which AI Center is installed can access
https://du-metering.uipath.com.
