https://github.com/govtechsg/harmony

llm openai streamlit

Last synced: about 1 month ago
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Host: GitHub
URL: https://github.com/govtechsg/harmony
Owner: GovTechSG
License: mit
Created: 2024-02-29T00:53:51.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2024-02-29T13:01:32.000Z (over 2 years ago)
Last Synced: 2025-02-22T10:31:28.425Z (over 1 year ago)
Topics: llm, openai, streamlit
Language: Python
Homepage: https://blog.adhikary.net/matching-hs-codes-in-2024-traversing-the-customs-space
Size: 766 KB
Stars: 1
Watchers: 2
Forks: 0
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

README

# Harmony - HS Codes meet 2024

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

![Screenshot of the Harmony](./assets/Home_Page.png)

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,

```shell
poetry install
```

### Running the Demo Server

```shell
poetry run streamlit run demo.py
```