I want to track my daily expenses, but I'm too lazy to type and input each detail into an excel sheet or a table. 😖

So, I built an AI app to do just that, using speech to texts to record my daily expenses, no table rows, all done with 3 taps.😄

Ahh yes, the keyword here is AI.

#AI

Demo App

Figma Screens

Here is the detailed full figma screens, breakdown step by step. https://www.figma.com/community/file/1386942930677963961/tap2track-expenses-audio-tracking-app

Feel free to copy and use it.

The app high level workflow:

1. Run an audio recording workflow, save the audio file.

2. Pass the audio file to Whisper (via API) speech to texts.

3. Pass the texts to ChatGPT3.5 to break it into numbers.

4. Return the numbers, display it on the Bubble.io app.

5. Then, run another API to match the value to the correct expense category (via simple Fine-tuning workflow). (e.g. Food, Housing ... I set it myself)

6. Save the value to Bubble dB.

7. Remove Audio WAV file from db to conserve space.

Learnings from building this app?

I will share some of my learnings in a proper blog post soon. Stay tuned!

In the meantime, please tryout the working app. Cheers!

Try the working app!

https://tap2track.bubbleapps.io/version-test/

Example:

1. Lunch, five dollars.

2. Sandwich, three dollars and twenty cents.

3. Electricity bill, forty dollars.

4. Taxi ride, six dollars.