Hi,
I hope you are talking about the UiPath Intelligent Document Processing (IXP). It is a completely prompt-based extraction. It doesn’t take much time like the traditional ML Models, as the only time it takes is to create the prompts and the taxonomy while creating the model. It takes less time in creating the model and you do not need to have 40 to 50 documents for training. This model best suits when you have less samples. This also extracts table data based on the prompt that you provide.
Some of the limitations are,
- Whenever there is a wrong extraction, you cannot annotate it. The model can be corrected only through prompts.
- Some admin rights are required for creating the project. Only developer access is not sufficient to create or make any updates in the project.
- You cannot do classification with IXP. Only extraction can be done.
Integrating with existing workflows and the Action Center is straight forward. If you are using DU Framework, then the files will come into Action center through the same activities that were available previously and logic that you’ve implemented. There is a new activity for extraction through IXP - Extract Document Data available in UiPath.DocumentUnderstanding.Activities.
Hope this answers your questions.
Cheers!