Generating a random variable with specific mean and variance

Dear all I first want to apologize for my language since I am not an English Native speaker.

I am new to Python and I am wondering If I can simulate a process where a variable follow a normal distribution with specific mean and variance

I am working on the Vasicek model and I found the distribution of the stochastic rate as:

Is it possible to generate this with a graph via matplotlib ?