When we had our windows installed they used Dap DYNAFLEX 230 Premium Sealant (Indoor/Outdoor) ..and they guaranteed the sea for five years. I only had to call them out once for a minor leak.

you could also try, Gorilla Clear 100 Percent Silicone Sealant Caulk, I have heard good things about their product.