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Power Platform Community / Forums / Power Automate / Document processing AI...
Power Automate
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Document processing AI Model used in power automate

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Posted on by KevinGador 832 Moderator

Has anybody tried to use this AI model? How is your current model doing?

I've watched a couple of tutorials using this AI Model and secured proper licensing however it seems like my model is still very weak despite having 86 files. 66 english files and 20 in german files.

I don't understand why its still capturing things wrong. How do you train the model effectively? What is the literal minimum files and number of information does it take for this to be effective? What is the minimum amount of words for it to be effective looking for that specific information?

Do I need a separate model for each language? 

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AI Builder
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  • Suggested answer
    takolota1 Profile Picture
    takolota1 4,980 Moderator on at
    If you can’t get the trained models to work on AI Builder, you could try using OCR & GPT to extract the data like this template:
    If your documents are well structured it should have 95% or more accuracy and at 4-7 credits per page it is less expensive than the trained models.
  • Building with Why Profile Picture
    Building with Why 351 Moderator on at
    The number of documents is determined by the number of variations you have to the format of the document.  How many fields are you attempting to model? 
     
    I have built a model for invoice processing.  The invoices my company gets has many different formats.  Logos, company names, basic invoice data all in a variety of locations.  So you have to group them into sets that are similar to each other.  I was looking at over 400 vendors, so doing a grouping per vendor would not work, but many of the vendors use the same format and are grouped together. 
     
    Also once you have built the framework of the groups, then the AI can figure out which group an invoice belongs in assuming it fits into a modeled group.

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