๐ก Inspiration
My friend and I run an after-school program and had a backlog of bills to enter into QuickBooks. Doing it manually was ๐ฉ tedious; so I built a tool to speed it up and make bookkeeping feel effortless.
โ๏ธ What it does
Billing Extension lets you highlight bill info right inside your email and turn it into a QuickBooks-ready CSV in seconds. AI (Gemini Nano) extracts the details, vendor, date, line items, etc, and stores them locally.
๐ ๏ธ How we built it
Built with the WXT Chrome Extension Framework, Vue + Atomic Design for the UI, and Chromeโs built-in Prompt API (Gemini Nano) for AI extraction.
Local-first architecture means no cloud setup, everything runs right in your browser.
๐งฉ Challenges we ran into
- The limited context of the Prompt API made it tricky to get consistent extractions across multiple emails.
- Teaching the extension to auto-recognize new bills after the first one was tougher than expected.
๐ Accomplishments that we're proud of
- Turned this around super fast ๐ especially after struggling to get started last year.
- Got AI extraction working fully offline using Gemini Nano.
- Created a scalable extension based on domain-driven design (DDD), complete with event sourcing!
๐ What we learned
- The built-in AI in Chrome has improved dramatically; itโs now genuinely helpful for local-first AI projects.
- Good UX matters even in dev tools โ the โMark as Billโ right-click flow made a big difference in usability.
๐ฎ What's next for Billing.ext
- ๐ค Auto-detect bills based on ones already marked
- ๐ Enrich bills with PDFs and attachments from emails
Built With
- vue
- wxt
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