Better Upgrade wheels or groupset

Hello, i was wondering if you guys can help me, i live in Medellin colombia an as we know we have a lot of climbs here, i ride a giant tcr composite with a shimano 105 group set (fsa omega crankset) and the wheels are the ones that came with the bike, i want an upgrade but I'm a little bit confuse of which one will be the better option to buy first, maybe a wheel set like the campy shamals or the mavic´s rsys slr, or a ultegra 6800 group set, maybe you can help me with my question.
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Perhaps a new cassette with a larger low gear, and maybe new rear deraileur (if needed).
Having less weight for mountains and hills is fine, but I think that should be considered after you have the gearing.
Jay Kosta
Endwell NY USA
P.S. Don't think the OP said that he currently had any problems with gearing?