- Search
Every weekday I post something I've learned to LinkedIn - on AI, engineering, and building things that ship. This is that whole archive in one place. Browse the posts below, or search them by meaning and by keyword at once - the index is built and runs entirely in your browser.
New here? Read the full archive → · Follow on LinkedIn →
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How this works
When you search, a 22 MB transformer (all-MiniLM-L6-v2) runs in your browser via ONNX Runtime WebAssembly and embeds every post into a 384-dimension vector. Your query is embedded the same way and ranked by cosine similarity, blended with keyword overlap - so an exact term and a paraphrase both land. No search server, no per-query API call, and the text you type never leaves the page. It's a small echo of the device-aware, offline-first RAG system I built.