How can I test AI Solutions

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1

Dear friends,

I have a client, and he wants to use AI Robots and AI Center to extract data from bills.
Now, my question is, how can I develop and test this solution.

Since the client has UiPath Studio, but it is still in the process of getting all required licenses (AI Center), can I test the solution on Community Edition on my own?

Can the ML models learn from the documents that we are using in the Community Edition, or do I need to have my own licenses in order to train the BOT?

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@srdjan.suc

I believe your answer is in this

cheers

3

Hey Srdjan,

Since you are trying to extract data from bills, your direction is correct. UiPath document understanding has out of the box receipt, invoice models to fit your requirement and you can get a start by developing in the community edition. Community edition offers free trials to train and deploy an ML model and you can test all features as you might test in an enterprise version.

Here’s more on how you can extract bill type documents.

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4

Do you know maybe how these ML models are working of foreign languages?
In my case it is Slovenian

5

you can find a list of supported languages here : Supported Languages

for invoices pre trained models available in =: English
French
German
Portuguese
Romanian
Spanish

Can be trained for:
Languages using Latin alphabet (A, B, C, etc)
Languages using Cyrillic alphabet (А, Б, В, etc.)
Greek left-to-right alphabet (A, B, Γ, etc.)

Slovenian can be trained since it uses the above mentioned alphabets. Do give it a try.

6

This is really helpful.
When you say trained, do you mean I can use existing ML models in AI Center, insert bunch of my documents and from that it will learn what are the data that needs to be extracted?
Because I only have 2 fields for now, invoice number, or “Referenca prijemnika” and amount.

7

Yes you can. you can train your model using the out of the box invoice model, here’s a tutorial on how.

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