You can stroll along Vieux Port for relaxing water views when you're in La Rochelle City Centre. If you carry on walking you'll get to Concurrence Beach for some more water views.
You can spend an afternoon browsing the exhibits at New World Museum during your travels in La Rochelle. Wander the waterfront and beautiful beaches in the area.