Comparing Vector search libraries

hi i made testing on some vector search libraries to get fastest and most efficient one across speed, memory usage , and similarity results are to exact search using dataset sizes from 500 samples up to 1 million.

i compare here different variants of libraries like faiss or Scann or Usearch to see which one use less memory and faster.
you can use the code to test it yourself or add more tests on different liberies by using registering
happy to hear you opinions

You can view all results here:

Vector DB Benchmark Analysis

Code: mohamed-em2m/vector-search-benchmarks

mohamed-em2m/vector-search-benchmarks: this repo to share scripts to testing different vector search libraries