You can grow bougainvillea in pots and move them inside for the winter for a more hedge-shaped screen, or if you have just a few gaps to fill to add privacy to your patio, you could add hanging ...

All those caterpillars on the bougainvillea are actually bird food ... If you must prune them, do so by hand, not with hedge shearers, and they will retain their lovely form.