AI Engineering

Edge-Native Search: Implementing Local RAG in the Browser

Step-by-step guide to building a private, client-side RAG search system using Next.js, Transformers.js, and local vector storage.

Sachin SharmaCreator

Apr 15, 2026

3 min read

Edge-Native Search: Implementing Local RAG in the Browser

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Quick Overview

Step-by-step guide to building a private, client-side RAG search system using Next.js, Transformers.js, and local vector storage.

AI RAG Vector DB WebGPU Privacy

Sachin Sharma

Software Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.

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