I have only watched the movies. Should I read the books or wait for the TV series?

I have only seen the harry potter movies, but I have heard that the books go a lot deeper, so I am thinking about reading them.

Do you think I should read the books now or wait for the TV series?

I am mainly looking for more depth in the story and the characters.