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How do I fill a space of similar colors with a gradient with GIMP?

I'm not very good at GIMP, but I'm OK. Say I'm trying to fill a space like I would with the paint bucket fill tool. I want to fill it with a colorful gradient instead of one color or one of those fill patterns. I couldn't find the answer in any of the GIMP help thingys.

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