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GraphRAG implementation

This repository showcases a GraphRAG implementation in a healthcare setting.

Installation

direnv allow
pip install --upgrade pip && pip install pipenv
pipenv install
pipenv run python ./main.py

Synthetic data

The dataset represents a healthcare company's product catalog with 30 products across 5 categories. The data includes:

Healthcare products: Medical devices and monitoring systems Wellness products: Fitness, nutrition, and mental health offerings Workplace products: Ergonomic office equipment and workplace wellness Enterprise solutions: Corporate health programs and analytics platforms Insurance plans: Various health insurance options

Synthetic data structure

product_id: Unique identifier for each product (P001-P030) product_name: Descriptive name of the product category: Product category (healthcare, wellness, workplace, enterprise, insurance) price: Product price in USD launch_date: Date when the product was launched related_products: Comma-separated list of related product IDs

References

Blog Post

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Showcase repository for GraphRAG blog post

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