Running Local-First Vector Embeddings with Transformers.js in React
Learn how to generate vector embeddings entirely in the browser using ONNX runtimes and Transformers.js. Build private, offline semantic search applications.
7/10/202613 min read
2 articles tagged with ONNX
Learn how to generate vector embeddings entirely in the browser using ONNX runtimes and Transformers.js. Build private, offline semantic search applications.
Stop paying for inference APIs. This deep dive covers the full stack of running quantized LLMs directly in the browser using WebGPU compute pipelines, Transformers.js v3, and ONNX Runtime Web — with real benchmark numbers and production architecture patterns.