Away generally means to leave, and can generally be used in the meaning related to leaving. Such as leaving, leaving, walking away, running away, moving away, moving away, leaving, passing by, passing by, and so on.

There is another meaning, for example, there is a shop five miles from here. There is a shop five miles away from here. From is usually added after it.