AI Bootcamp Final Project

A very minimal application. More of a proof of concept, just to get started.

Current Features

• Upload an image of receipt
• Draw rectangles of items and prices
• Have OCR done using tesseract and correct any errors
• Save data to local DB, receipt and cropped rectangles to local file storage

Next Steps

In mostly this order

• Make DB richer (with stuff like categorisation)
• Create page(s) to explore data
• Additional OCR capability for gathering other relevant data
• Improve tesseract OCR using saved images (and tessdata)
• Integrate llama3.1-8b to chat about transactions
• Improve UI and add visualisations
• Add support for PDF statements
• Process files directly, straight after upload
• Containerisation for cloud deployment
• PWA for mobile devices to quickly upload receipts

Timeline

Who knows.