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Built my own expense tracker on top of Teable.

I’m partly lucky because I live in Taiwan and almost any receipt here comes with itemised breakdown as a QR code, so I can scan that from my phone and pipe it off to a queue for ingestion

Didn’t want to use LLMs, but wanted automated categorisation of transactions, did that with some vector embeddings and Semantic Router (https://github.com/aurelio-labs/semantic-router).

… oh and it’s run off a RPi, yes the embeddings as well




Just curious, you didn’t use the e-invoice solution (載具)?


Wanted to build my own dashboards for spend, instead of using an app, that’s basically it.

I might apply for the 載具 API at some point, but for now it works great


Interesting.

Any code you want to share?


Will wrap it up in a blog post, stay tuned. I think the interesting part is the categorisation




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