How do I get rid of this stupid Google search toolbar on the top right side of my browser?

I can't figure out how to make it go away, I don't want it there! If I want to go to google, I will go to the site! I don't want ANY search engine on the top right side of my screen!
Update: I've already turned off the one that goes straight across... but there is still a little one on the top right (beside the main address bar)
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