Started as final project for Encode Club's AI Bootcamp
This project is to manage personal finances. Currently, it is really simple in that you upload a receipt image and select the relevant portions of the image to save your transactions in the db. More features are to be added where you can upload a pdf of your card or bank statement and also chat with your data such that you can gain insights into where your money is going.
The project is under slow development since it is a part time effort. Moreover, since everything is run locally, inference takes a lot of time and hence development is quite slow.
plz no judge ui, ty
2024-08-12--720p.mov
I have always wanted a way to track my finances. I am often left wondering where my money is going and while I have a rough idea, I am not sure precisely where my money is going and what I can do to save more. This project is an endevour to remedy that.
- Working alone.
- Shit machine.
Since this project deals with personal finances, it is meant to be run locally only. It uses tesseract ocr to decipher images and then llama 3.1 to interact with data.
If you are on a mac, clone the repository and simply run sh ./run.sh and everything should work out of the box!
If you are on another machine, instructions will be up soon.
- Upload an image of a receipt (like grocery bill).
- Store receipt data in local db.
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
Feel free to fork this repository, but PRs will likely not be merged. This repo is intended for very personal use and all development will be solely done by me. Of course, do open issues if you notice a bug or want to request a feature.