- Before you begin
- Getting started
- Installing AI Center
- Migration and upgrade
- Projects
- Datasets
- Data Labeling
- ML packages
- About ML packages
- Managing ML packages
- ML packages offline installation
- 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
If you are using an offline installation of AI Center, follow the instructions in this page to install ML Packages.
List of ML packages
| Category | Model name | Version in AI Center | UiPath version | Metadata | Offline bundle needed | Notes |
|---|---|---|---|---|---|---|
| UiPath Language Analysis | Custom Named Entity | 10 | 22.6 | Here | No | N/A |
| Multilingual Text Classification | 4 | 22.6 | Here | No | This version works only with AI Center 2.2510.1 and older. | |
| 25.9.0 | 25.10.1 | Here | This version works only with AI Center 2.2510.1 and newer. | |||
| Light Text Classification | 4 | 22.6 | Here | No | This version works only with AI Center 2.2510.1 and older. | |
| 25.9.0 | 25.10.1 | Here | This version works only with AI Center 2.2510.1 and newer. | |||
| Open Source Packages | TextSummarization | 1 | N/A | Here | No | N/A |
| TPOTAutoMLClassification | 1 | N/A | Here | No | N/A | |
| SentimentAnalysis | 1 | N/A | Here | No | N/A | |
| QuestionAnswering | 1 | N/A | Here | No | N/A | |
| EnglishTextClassification | 2 | N/A | Here | No | N/A |
In order to use ML Packages, you must first upload the packages in UiPath® AI Center. To do so, follow the steps from Upload model to AI Center. Some models, like Document Understanding, need to be installed. If you plan on using these models, make sure to install them first by following the procedure from Install the offline bundle.
When using a Python 3.6 model, make sure that you have the right bundles installed.
For Document UnderstandingTM ML Packages offline installation, please check this page.
Upload model to AI Center
To install out of the box packages in an offline environment, follow the steps below.
All ML Packages are provided as a .zip file which is uploaded directly as a Custom Package in AI Center. To download the models, contact your Account Manager, CSM, or Support to receive a download link per package.
For Document Understanding ML packages, download the needed offline bundles from the Document Understanding user guide.
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Select the three-dot ⋮ icon from the top-right corner in AI Center.
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Choose Out of the box packages from the drop-down list.
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Select Add public model.
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Upload the downloaded metadata json file in the Upload metadata json field.
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Select Create.
After you upload the model, wait a few minutes until validation is successful. After validation is successful, refresh the grid manually. You can now go to any project in the Out of the box packages page and you can find the newly uploaded ML Package.
Install required bundle
Before installing the bundle make sure it is not already there. If that's not the case or if you are unsure you can proceed to the procedure, otherwise you just need to follow upload model documentation.
- For Windows machines, download the bundle directly through the bundle link. For Linux machines having access to the Internet, download the needed bundle by following the below command:
wget -O ~/<bundle-name.tar.gz> 'bundle-link'wget -O ~/<bundle-name.tar.gz> 'bundle-link' - Copy the following bundle to the
/uipath/tmpfolder on the main machine of the cluster (where the install took place):scp ~/<bundle-name.tar.gz> <username>@<node dns>:/uipath/tmp/scp ~/<bundle-name.tar.gz> <username>@<node dns>:/uipath/tmp/ - Connect to this main machine and load the bundle:
./configureUiPathAS.sh registry upload --optional-offline-bundle "/uipath/tmp/du.tar.gz" --offline-tmp-folder "/uipath/tmp"./configureUiPathAS.sh registry upload --optional-offline-bundle "/uipath/tmp/du.tar.gz" --offline-tmp-folder "/uipath/tmp"