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Intelligent data steward toolbox using Large Language Model embeddings for automated Data-Harmonization

Home Page: https://index.bio.scai.fraunhofer.de

License: Apache License 2.0

Python 29.47% Dockerfile 0.84% HTML 17.94% TypeScript 50.18% SCSS 0.99% CSS 0.58%
data-harmonization data-stewardship embeddings large-language-models semantic-mapping

index's Introduction

INDEX โ€“ the Intelligent Data Steward Toolbox

GitHub Release

INDEX is an intelligent data steward toolbox that leverages Large Language Model embeddings for automated Data-Harmonization.

Installation

Local Development Server

Starting the backend

cd api
pip install -r requirements.txt
uvicorn routes:app --reload --port 5000

Navigate to localhost:5000 to access the backend.

Starting the frontend

cd client
ng serve

Navigate to localhost:4200 to access the frontend.

Docker

You can start both frontend and API using docker-compose:

docker-compose -f docker-compose.local.yaml up

Configuration

TODO: Add configuration instructions

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