How do I insert arrows into a picture in GIMP?

I'd like to insert perfect arrows (the sort you can make using Inkscape: straight, symmetric tips, of customizable width and length, etc.) into images in GIMP. At the moment the closest thing to this I can do is by holding down "shift" whilst using the PaintBrush tool which just creates straight lines (with no arrowheads).