- Overview
- Document Understanding Process
- Quickstart tutorials
- Framework components
- ML packages
- Overview
- Document Understanding - ML package
- DocumentClassifier - ML package
- ML packages with OCR capabilities
- 1040 - ML package
- 4506T - ML package
- 990 - ML Package - Preview
- ACORD125 - ML package
- ACORD126 - ML package
- ACORD131 - ML package
- ACORD140 - ML package
- ACORD25 - ML package
- Bank Statements - ML package
- Bills Of Lading - ML package
- Certificate of Incorporation - ML package
- Certificate of Origin - ML package
- Checks - ML package
- Children Product Certificate - ML package
- CMS 1500 - ML package
- EU Declaration of Conformity - ML package
- Financial Statements - ML package
- FM1003 - ML package
- I9 - ML package
- ID Cards - ML package
- Invoices - ML package
- Invoices Australia - ML package
- Invoices China - ML package
- Invoices India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML package
- Packing Lists - ML package
- Passports - ML package
- Payslips - ML package
- Purchase Orders - ML package
- Receipts - ML Package
- Remittance Advices - ML package
- Utility Bills - ML package
- Vehicle Titles - ML package
- W2 - ML package
- W9 - ML package
- Other Out-of-the-box ML Packages
- Public Endpoints
- Hardware requirements
- Pipelines
- Document Manager
- OCR services
- Deep Learning
- Document Understanding deployed in Automation Suite
- Document Understanding deployed in AI Center standalone
- Licensing
- Activities
- UiPath.Abbyy.Activities
- UiPath.AbbyyEmbedded.Activities
- UiPath.DocumentProcessing.Contracts
- UiPath.DocumentUnderstanding.ML.Activities
- UiPath.DocumentUnderstanding.OCR.LocalServer.Activities
- UiPath.IntelligentOCR.Activities
- UiPath.OCR.Activities
- UiPath.OCR.Contracts
- UiPath.OmniPage.Activities
- UiPath.PDF.Activities
Install and use
This page describes how to deploy and configure Document UnderstandingTM, as well as special instructions on how to use Document Understanding deployed on AI Center standalone.
Before starting the Document Understanding installation, make sure to check and satisfy all requirements for AI Center standalone for single-node and for multi-node here.
A GPU is strongly recommended for Document Understanding in one of the following scenarios:
-
If you retrain the Document Understanding models (DocumentUnderstanding - the general model, Invoices, Receipts, etc.) on AI Center.
Training on CPU is 5-7 times slower and model performance degrades compared to training on GPU.
-
If you run UiPathDocumentOCR (non-edge version) on AI Center to process more than 2 million pages a year.
If you do not use a GPU, slow performance may impact the product experience.
For more details about how to provision a GPU, see Adding a dedicated agent node with GPU support.
Document Understanding requires the FullTextSearch feature to be enabled on the SQL server. Otherwise, the installation fails without an explicit error message.
For more information on installing Document Understanding in an online environment, see the following guides:
Document Understanding is enabled by default once you install AI Center standalone.
If you want to add a special configuration, please refer to the following page: Using the configuration file.
For more information on installing Document Understanding in an offline environment, see the following guides:
For offline installation, please also make sure that the Document Understanding bundle is downloaded and installed.
EXEC sp_fulltext_service 'restart_all_fdhosts' command by a DBA with the appropriate permissions on the server.
For more information on downloading and installing the Document Understanding bundle, check the ML Packages Offline Installation page.
