Hi Community!
I am currently working on a project to automate invoices via UiPath Document Understanding. I am able to extract fields through ML Extractor provided by UiPath. The supported fields are:
- name
- vendor address
- billing name
- billing address
- shipping address
- invoice number
- po number
- vendor VAT number
- date
- tax
- total
- payment terms
- net amount
- due date
- discount
- shipping charges
- payment address
- line item Description
- line item quantity
- line item unit price
- line item amount
- line item PO number
- line number
- line item part number
- billing VAT number
- currency
However, I am looking to be able to extract more fields from an invoice such as:
- LineItem Unit Measure
- LineItem Product Code
- Subtotal amount.
- Reference or order number.
- Period of Performance, the Subscription period, expiring time/date.
- Delivery/Shipping Date.
- Discounts percentage
- Early payment discounts options.
- Advance Payments/Credits.
- Late Payment fee or surcharge.
- Balance Due.
- Payment options/Method: Such as Credit card, Check, Bank transfer.
- Banking information:-
- Account Number.
- Routing number.
- Bank Name.
- Bank address.
- Payment instructions.
- Contact Person/Contact
- LineItem line tax amount
- LineItem line tax rate
- Invoice Notes
My questions are:
- Can I extend the existing ML model to support these fields?
- Do I have to create my own custom ML Model to support these fields?
Thanks in Advance!
Tooba Faroki