RAG Demo

This project demonstrates a Retrieval-Augmented Generation (RAG) agent using LangChain, Next.js, and Ollama for embeddings.

Prerequisites

• Node.js 18+
• Bun (or pnpm/npm/yarn)
• Ollama installed, running, and exposed on the local network
• Embedding Model: qwen3-embedding downloaded in Ollama (ollama pull qwen3-embedding)
• Anthropic API Key: Add your key to .env.local:

  ANTHROPIC_API_KEY=sk-ant-...
  

Commands

Install dependencies:

bun i

Run the development server:

bun dev