Top Python Libraries

Top Python Libraries

AI-Powered Personal Finance App

AI personal finance app that turns saving into small goals, auto-categorizes spend and runs on Docker

Meng Li's avatar
Meng Li
Jan 12, 2026
∙ Paid

“Top Python Libraries” Publication 400 Subscriptions 20% Discount Offer Link.


sure_shot

This is an AI-powered personal finance app, not your typical accounting software. Instead, it offers: 1. Like having an intelligent assistant helping you manage your money 2. Automatically breaks down expenses and provides recommendations 3. Transforms “saving money” into actionable small goals

Supports self-hosting via Docker.

Local Development Environment Configuration

Environment Requirements

Check the .ruby-version file for the required Ruby version, PostgreSQL >9.3 (latest stable version recommended), Redis > 5.4 (latest stable version recommended)

User's avatar

Continue reading this post for free, courtesy of Meng Li.

Or purchase a paid subscription.
© 2026 Meng Li · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture