Sachin's DevLog
Back to Sachin's DevLog
AI Engineering

Running Local-First Vector Embeddings with Transformers.js in React

Master browser-based machine learning. Configure ONNX runtimes and Transformers.js inside React to generate text embeddings locally and privately.

Sachin Sharma
Sachin SharmaCreator
Jul 10, 2026
4 min read
Running Local-First Vector Embeddings with Transformers.js in React
Featured Resource
Quick Overview

Master browser-based machine learning. Configure ONNX runtimes and Transformers.js inside React to generate text embeddings locally and privately.

Transformers.jsReactVector EmbeddingsONNXSemantic SearchPerformance
Sachin Sharma

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.

Previous Article

WebGPU + WebXR: Rendering Realistic 3D Scenes in Browser-Based AR

Full native WebGPU rendering inside a WebXR session is still catching up across browsers. Here's the pragmatic hybrid pipeline teams are actually shipping today, and how to structure it so you can drop the hybrid part later.

Next Article

The Agentic Engineering Stack in 2026: Tools, Patterns, Pitfalls

A survey of the layers that make up a real agentic system today — orchestration, memory, tools, evaluation, guardrails, observability — and the specific ways teams get each one wrong.