Semantic Bookmark Search

About

Ever bookmark something, then never find it again? Chrome's bookmark search only matches exact text — so when you remember the idea ("that article about retry backoff") but not the title, it's gone.

Semantic Bookmark Search fixes that. It understands what your bookmarks are ABOUT, so you can search the way you actually remember things.

★ SEARCH BY MEANING
Type "css grid tutorial" and it finds the bookmark even if the title says "A Complete Guide to Layout." Describe the idea in your own words — it ranks your bookmarks by how closely they match.

★ 100% ON YOUR DEVICE
A small language model runs entirely inside your browser. Your bookmarks and your searches never get sent anywhere. No account. No server. No tracking. No telemetry.

★ PRIVATE BY DESIGN
The only network request is a one-time download of the open-source embedding model. After that, everything is cached locally and works instantly — even offline.

★ FAST AFTER FIRST RUN
Your bookmarks are indexed once (with a progress bar) and cached on-device. Every search after that is instant. Hit "Re-index" anytime to pick up new bookmarks.

★ FREE & OPEN SOURCE
No subscription, no paywall, no "pro" upsell. MIT-licensed. Source code is public on GitHub.

— HOW IT WORKS —
Click the toolbar icon, let it index your bookmarks once, then type what you're looking for. Results are ranked by meaning; click any result to open it.

— GOOD TO KNOW —
v1 searches by bookmark title, site, and folder. Embedding full page content is on the roadmap for even sharper results.

Open source: https://github.com/devanshchoudhary20/semantic-bookmark-search