connecting computer speakers with other speakers

I'm trying to connect my computer speakers, my stereo, and another pair of speakers I have together so I can play whats on my computer with all of them. At the same time I want to be able to use my stereo to listen to the radio or a CD on there.

My friend said I need to get a receiver, but I couldn't find one with a input for computer speakers.

Any ideas?