updated: 2022-10-13
Faiss is a library for finding the nearest t neighbors in a high-dimensional space powered by GPUs and unreasonably fast, thanks to intelligent indexing and data structure. Faiss is flexible but sometimes verbose to do a simple thing.
Configuring faiss is surprisingly tricky, especially when using smart approximation and GPUs. So, I wrote a helper function that makes the configuration easier: