If this is a web application that you're doing as a possible startup or side business, then I'd stick with the technology stack that you already know. You'll make quicker progress and all of the challenges you'll be solving will be in the actual problem domain you're developing for.

If it's more of just a side project or there's no real time constraints, go ahead and spread your wings and learn the new stack.