kashyapa95

So the extension scrapes all your bookmarks' content, selects key parts of it (we have a naive heuristic for now), embeds them using Sentence Transformer, and indexes them in the browser local storage with Orama's vector DB. When you want to search, we embed the query and do a vector search against the index to get the semantically most similar ones. All in-browser so no data going to any API.

Didn't try victor, is that just for nodejs runtime or does it run at the edge as well? Orama's been pretty good, at least semantically. Haven't done any speed benchmarking so not sure if it's as fast as say HNSW.

Will try to make one soon!

Thank you! Yeah history is something we've been asked multiple times now. I'm sure this could be extended easily once we solve a few things (scraping pages faster and being smarter about what text we embed, parsing out irrelevant stuff). Will keep you posted.

Thank you! Will take a look at these. We mostly made this to solve something for ourselves and as a learning exercise, but hoping this may resonate with others too