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Up-train a legacy processor with open source

Good Day Community,

I am looking for advice and help on Uptraining a legacy processor using Google Invoice Parser.  To pursue this using Google's environment 'Billing' has to be enabled as many processors will be created during the uptraining I think.  But my company is extremely bureaucratic and this could take a while.  What are my options here?  How can I train the legacy processor using open source tools?  I am hoping that I might be able to use an open source tool to train the legacy processor via an API Endpoint.  

The intended purpose here is to train and build a Generative AI that can read company invoices.  If there are other alternatives to Google Document AI let me know as well.  Looking forward to some help.

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