What is the purpose of input on oscillator after initializing
As your last sentence says, the input is only to initialize it, when first learning of the principles of many kinds of oscilators, we assume an imput signal. 

In practice this input signal comes from any kind of electric signal ( noise, radiation) that can induce the system to oscilation. After that initial state we assume that its removed.