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tariffai

HS6 classification engine: hybrid Qdrant and BM25 search with LangGraph reasoning over WCO schedules.

Needs a paid service

What it does

Classifies cargo descriptions from bills of lading into 6-digit Harmonised System codes: regex cleaning, hybrid Qdrant and BM25 retrieval over the WCO nomenclature, then one Gemini call that picks a code with a reasoning chain, confidence and alternatives. It needs Python 3.11 or later, Docker for Qdrant and a Google Gemini API key. The README presents it as week 4 of a larger platform; MIT.

Where it fits on the map

Not on the map: needs a paid service.

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

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Listed on tax-oss.com

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