What does it mean to be Spiritual?

I'm a religious person and I follow my religion in practice too. But I've read several articles and pieces of literature (both religious and non-religious) that describe people being spiritual or having a spiritual relationship with someone (romantic and platonic)... So, what does being "spiritual" really mean? Is that like meditation? And how can you be "spiritual" by yourself or in a relationship with someone?