Amd+nvidia on one rig

I currently have a all nvidia set up with 4 gpus. Is it possible to add an amd gpu to the setup and mine ravencoin? If so how would I go about this. Currently using trex miner but that only supports nvidia. Can I mine with both team red miner and trex miner at the same time. Using Windows FYI