How to Extract Data from Invoices with Python (3 Lines of Code)

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If you've ever had to manually type invoice data into a spreadsheet — vendor names, totals, line items, due dates — you know how painfully slow and error-prone it is. I needed to automate this for a project and couldn't find anything that didn't require training custom ML models or setting up heavy cloud infrastructure. So I built aPapyr — a simple API that reads invoices (and receipts, tax forms, bank statements) and returns clean, structured JSON. Here's how it works in Python. ##

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