RPMs are put for beginers, you dont have to use them if u dont want. BTW, u can compile from source with RPMs. About your problem, yes they are installed but u have to know where it has installed them.
I use slackware 9 btw. It does kill Redhat in terms of speed and stabilty. Used to use...