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Harmony - HS Codes meet 2024

Harmony uses LLMs and Graph Databases to map Harmonised System Codes to product descriptions.

Screenshot of the Harmony

Read more: https://blog.adhikary.net/matching-hs-codes-in-2024-traversing-the-customs-space

Initialising Dataset

Installation

Ensure your system has Python 3.11+ and Poetry Package Manager installed. cd into the project directory and run,

poetry install

Running the Demo Server

poetry run streamlit run demo.py