nice work! I wrote a similar library (https://github.com/stillmatic/gollum/blob/main/packages/vect...) and similarly found that exact search (w/the same simple heap + SIMD optimizations) is quite fast. with 100k objects, retrieval queries complete in <200ms on an M1 Mac. no need for a fancy vector DB :)
neonsunset|1 year ago