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A NextJS demo of comparing pure vector RAG vs Graph RAG on the Synthea dataset for Open AI Academy

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OpenAI Academy Knowledge Graph Demo

A demo application showcasing vector search vs. knowledge graph-based retrieval approaches.

Features

  • Chat interface with query comparison
  • Vector-only search endpoint
  • Knowledge graph-enhanced search endpoint

Getting Started

# Install dependencies
npm install

# Run the development server
npm run dev

Open http://localhost:3000 in your browser to see the application.

Project Structure

  • app/ - Next.js application routes and pages
  • app/api/ - API endpoints for vector and knowledge graph queries
  • components/ - React components including chat interface
  • hooks/ - Custom React hooks
  • lib/ - Utility functions
  • public/ - Static assets

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A NextJS demo of comparing pure vector RAG vs Graph RAG on the Synthea dataset for Open AI Academy

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  • TypeScript 90.5%
  • CSS 8.5%
  • JavaScript 1.0%