Is the FL really just a slave? Like no noble background or something.

Her father was a part of the Kings court, but it's not the same hierarchy system as European nobility. She's like the daughter of a royal advisor who sits next to the nobility but is not that themselves.

Then how did she end up as a slave?

How far have you read? She talks about it in the story.