vector-search
3 articlesAll articles tagged with "vector-search"

-6 min read
How Vector Search Changes Information Retrieval
How Vector Search Changes Information Retrieval
=====================================================
I've been using TraceMind for six months now, a...
vector-searchinformation-retrievalsemantic-searchpersonal-archivesbrowser-historysearch-engines

-8 min read
The Math Behind Millisecond Search: K-d Trees Explained
K-d trees are what make sub-100ms vector search possible in a browser extension. This post explains how they work, why they matter for semantic history search, and how TraceMind uses Voy's WASM k-d tree to search tens of thousands of embeddings almost instantly.
vector-searchk-d-treesbloom-filterssemantic-searchbrowser-history

-14 min read
How Vector Embeddings Work in Your Browser
## Introduction to Vector Search Databases
Vector search databases have changed the way we approach information retrieval, enabling us to search for s...
vector-searchbrowser-history-searchsemantic-searchlocal-machine-learningoptimized-embedding-models