This means to introduce a topic into the conversation, or to start talking about a topic.
When you use "that", "it", "her" or other pronoun, the order is "bring ___ up". When you use a noun or longer phrase, use the order "bring up ___"
I'm glad you brought that up.
I don't know why she had to bring up the fact that we used to go out in front of all those people.