A passage is an excerpt from a piece of literature, or the entire piece. For example, in school you are sometimes asked to write an essay using a passage from a book, such as The Wind in the Willows or Night. A passage might also be an article from a magazine or news story.
A paragraph is a group of sentences joined to express a single idea or similar ideas.