I'm running version 7.1.1 and searches do work for me in the web version.
But as I mentioned in this thread http://thwack.solarwinds.com/message/190937#190937, I do notice some strange behaviours in the web version which is why I only ever use the GUI version.
I've not bothered logging a case for this as the GUI suits me fine.