Short answer: yes. It will work.
Longer answer, not the full story though:
Connect from the RCA preamp outputs. I believe you can control the volume out somehow in the amp. If not, you will want to add some kind of volume control.
Connect to the inputs of the speakers. You can try different settings for the "sensitivity" of the speakers. My guess ...