Everything keeps the database in memory and after exiting, the database is synced to the harddisk (file: Everything.db).
I would encourage you to check out Locate32. It can search for words or word-strings within files. And, it is very fast. http://www.locate32.net/component/option,com_frontpage/Itemid,1/