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The couple very recently began looking for a new home together, a friend of the pair tells PEOPLE.
"They're excited about it," says the source. "All that matters to them is that they are together and that they find somewhere private. They aren't one of those flashy couples."
Ferrera, 23, first met Williams, an aspiring director, at University of Southern California when he cast her in his student film. Together, they have a golden retriever named Buddy.
JOSH & FERGIE: ROCKED BY SCANDAL
Did he cheat with a stripper?
Married less than a year, the couple denies an Atlanta woman’s claims that she and Josh had a fling
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