Nicole Richie’s been doing a lot of shopping without baby Harlow these days. She was first spotted bringing the sexy hippie look back on New Year’s Day as she grabbed some lunch in Hollywood. Yesterday, she and boyfriend Joel Madden sported almost matching outfits leaving Chanel- both wearing fedoras, chains, layered tops and black jeans. Nicole kicked up the hot factor by finishing off the look with some rockin’ black gladiator heels.

I love this couple, and I hope they make their union official one day and get hitched. Keep bringing on the cool new style trends, Nicole!!

[images: WENN]