Building vector search in 200 lines of Rust

In this post, we will describe how Vector databases work and also build a simple Vector Search library in under 200 lines of Rust code. All code can be found in this Github repo. The basic idea behind all vector search algorithms is the same – do some pre-processing to identify points that are close enough to each other.