Navule Pavan Kumar Rao

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September 2021

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Build a Local Multi-Agentic RAG App in 7 Steps: Transformers.js, Strands, ONNX, Orama

Building a local multi-agentic RAG app used to be a lab curiosity. Over the last 18 months, WebGPU, Transformers.js v4.2.0's fused ONNX kernels, and ~500 MB OPFS quotas quietly crossed their production thresholds — and the full stack an agentic app needs (orchestrator SLM, embedder, reranker) now fits in a single browser tab.This post is a builder's guide to the reference architecture: a Next.js a Read more of this blog post »
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Published on May 02, 2026 11:50
Average rating: 4.5 · 6 ratings · 2 reviews · 1 distinct work
Getting Started with V Prog...

4.50 avg rating — 6 ratings — published 2021 — 2 editions
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Build a Local Multi-Agentic RAG App in 7 Steps: Transformers.js, Strands, ONNX, Orama

Building a local multi-agentic RAG app used to be a lab curiosity. Over the last 18 months, WebGPU, Transformers.js v4.2.0's fused ONNX kernels, and ~ Read more of this blog post »
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