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Hugging Face ONNX Runtime Web Models in TypeScript & WebGPU

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Alex Patterson and AJ the Cat demonstrating zero-backend client-side WebGPU RAG with OPFS vector storage

June 9, 2026

AI & Agents WebGPU

Zero-Backend Client-Side RAG in the Browser with WebGPU, Transformers.js, MediaPipe, and OPFS

Build a sub-10ms, offline-capable semantic search and RAG engine entirely inside the browser using WebGPU compute shaders, Transformers.js v3, Origin Private File System (OPFS) binary vector caching, and Chrome Built-in AI.

Alex Patterson

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