AI Engineering

Building a Local RAG Pipeline inside the Browser with SQLite-VSS and WebGPU

Master browser-native Retrieval-Augmented Generation (RAG). Build a local document QA pipeline using WebAssembly SQLite-VSS and WebGPU Transformers.

Sachin SharmaCreator

Jun 4, 2026

4 min read

Building a Local RAG Pipeline inside the Browser with SQLite-VSS and WebGPU

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Quick Overview

Master browser-native Retrieval-Augmented Generation (RAG). Build a local document QA pipeline using WebAssembly SQLite-VSS and WebGPU Transformers.

RAG SQLite-VSS WebGPU Local-First ONNX Runtime Transformers.js AI Pipelines

Sachin Sharma

Software Developer

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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Building a Local RAG Pipeline inside the Browser with SQLite-VSS and WebGPU

Learn how to build a fully client-side Retrieval-Augmented Generation (RAG) pipeline. Query documents locally using SQLite-VSS vector search and WebGPU-accelerated LLMs.