Search serving and ranking at Pinterest
Pinterest Search handles billions of queries every month. Every day, we help millions of Pinners discover useful ideas by delivering results among billions of Pins saved by people with overlapping tastes. In the early days, we built our first search system on top of Solr and Lucene. Over past few years, we’ve evolved our search stack by adding new layers, designing services and experimenting with ranking functions.