Step 2 of 4 · ProjectsAutomations

All projectsAutomations

HTS-Classifier

LangGraph and Claude HTS classifier with a web demo; needs OpenAI, Pinecone and Anthropic keys.

DemoNeeds a paid service

What it does

A chat-style classifier for the US Harmonized Tariff Schedule: it embeds a product description with OpenAI, searches a Pinecone index built from the USITC HTS CSV and returns codes and duty rates when confident, otherwise asking Claude to pick a candidate or ask a clarifying question. It is a Flask backend with a React frontend and needs three API keys. The README calls the results reference only.

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/hts-classifier-hahzterry/)
Next · Step 3 of 4The gapsThe activities with no open project yet, and the partly covered ones, with what to build on.