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BillWise Local: Open-Source Invoice Tool That Processes Bills Entirely on Your Machine

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A developer has released BillWise Local, a local-first application that extracts data from invoice images and PDFs for freelancers and small businesses. It combines Tesseract OCR and pypdf for text extraction with SmolLM2, an open-weight model run locally, to structure invoice fields and line items. The app validates financial calculations, stores records in SQLite, detects duplicates, and offers a spending dashboard with CSV export. Built in Python and Streamlit, it keeps invoice data on the user's computer rather than sending it to a hosted AI service. The developer notes that valid output does not guarantee accuracy, so dates and values still require human review.

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