UiPath Document Understanding - Generative Classifier and Extractor for Unstructured Documents

Generative AI is one of the trending topics today. It is a technology that helps generate new content, as well as process complex data and extract meaningful information. This also includes the processing of unstructured documents.
UiPath 2023.8 Public Preview now offers Generative Classification and Extraction for processing unstructured documents. These new models use generative AI capabilities, making them more efficient and flexible in processing unstructured content.
The video explains how we can use the new feature to process unstructured documents.
More information on the new UiPath 2023.8 release:
forum.uipath.com/t/generative...
#UiPath #uipathcommunity #documentunderstanding #generativeai

[@cognitiveautomationwithuip9159]

Thanks Lahiru for sharing this. Now this will give much higher confidence level and accuracy than NER implementation.

[@pierfilippoveneziani9860]

In this case we cannot create our own data set and improve the model ?So basically if the prediction is wrong, the only way to improve it is the prompt

[@LahiruFernando]

Hello,
Yes.. As of now we don't have a feature to train the Generative Extraction model. We have to work with the prompt. However, I have a feeling that this might be a feature in one of the future releases.. So.. let's see what they come up with :)

[@sailaja575]

Hi Lahiru,
It's really amazing feature.Nice explanation. I have tried to implement the same code but facing Error ST-DBP-025 variables serialization. Could you please help me out.

[@LahiruFernando]

Hello,
Hmm.. I would like to see your code. Maybe you can share a screenshot on WhatsApp or my email?

[@sailaja575]

Sure. Will send you via WhatsApp

[@sailaja575]

Sure. I have texted you on linkedin.

[@connororzen79]

How can I use other activities to get the IResource data type as input?

[@LahiruFernando]

HI, You can use the File Exists activity. It gives the IResource output for all files stored in the local drives.