Step 2 of 4 · ProjectsAutomations

All projectsAutomations

HS-Code-Lookup-for-Customs

HS lookup traced to 177,000 CBP CROSS rulings behind a confidence gate; classifying needs model API keys.

DemoNeeds a paid service

What it does

Takes a product description and returns a 6-digit HS subheading with the published US Customs and Border Protection (CBP) rulings it leaned on, or withholds it below a confidence threshold. It needs Python 3.12 or later, a Groq or Mistral API key, a Qdrant index and a rulings corpus you rebuild from rulings.cbp.gov (the 790MB file is not distributed). The backtest step is still unchecked; MIT.

Where it fits on the map

Not on the map: a demo and needs a paid service.

The map places maintained projects for a company tax department or a tax authority, without a demo or paid-service flag. Everything else stays on the list with its label.

Similar projects

Of the same kind, for a shared jurisdiction or tax area. Not a ranking.

Maintain this project?

Link to this page from your README, so readers find the facts, the notes and where it fits. The badge is a small SVG served from this site.

Listed on tax-oss.com

[![Listed on tax-oss.com](https://tax-oss.com/badge.svg)](https://tax-oss.com/projects/hs-code-lookup-cross/)
Next · Step 3 of 4The gapsThe activities with no open project yet, and the partly covered ones, with what to build on.