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# Multi-Agent Canadian HTS Classification System
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This repository contains a sophisticated, multi-agent AI pipeline designed to intelligently predict Canadian Harmonized Tariff Schedule (HTS) codes from plain-text item descriptions. The system leverages **LangGraph**, **LangChain**, and **Chroma** vector databases to achieve high-accuracy classifications through a combination of live web research, official document retrieval, and self-consistency voting.
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---
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title: HTS Code Generator
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emoji: 🤖
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sdk: docker
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---
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# Multi-Agent Canadian HTS Classification System
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This repository contains a sophisticated, multi-agent AI pipeline designed to intelligently predict Canadian Harmonized Tariff Schedule (HTS) codes from plain-text item descriptions. The system leverages **LangGraph**, **LangChain**, and **Chroma** vector databases to achieve high-accuracy classifications through a combination of live web research, official document retrieval, and self-consistency voting.
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