Artsy CTO here. Interestingly for the first 2 years we were conquering the frontier of nearest neighbor search applied to art, using some pretty new algos. Then ElasticSearch just built something 10x better and we tossed our entire codebase. I wish we just did it in the open, the advantage was quickly lost to a stronger open-source effort.