The couple first called things off in February but refollowed each other on social media in March

Larsa Pippen and Marcus Jordan may be on again after calling things off two months before.

In photos obtained by PEOPLE, the pair were seen holding hands in Miami Beach, Florida as they took a short stroll before finding their seats. Jordan was spotted wearing yellow swim trunks with black and pink designs. He accessorized his look with a pair of black sunglasses, a black hat and a gold watch.

Pippen, on the other hand, kept things simple with a white one-piece bathing suit and matching white shorts. She also pulled her hair into a ponytail and wore a pair of black sunglasses.

Despite the nature of their off and on relationship, a source close to the pair tells PEOPLE that “they’re figuring things out” amid their breakup.

“There’s a lot of love there. That’s hard for either of them to just walk away from,” the insider added.

Pippen, 49, and Jordan, 33, first met in 2019 through mutual friends at a party in Los Angeles. Looking back on that moment, Pippen had told PEOPLE that they developed “a great foundation as friends” from that point onward.

Their friendship shifted gears in 2022 as they began to spark speculation about their relationship status. Though Pippen shut down speculation at BravoCon 2022 that October by saying they’re simply “friends,” the twosome appeared to confirm their relationship in January 2023 when they were seen kissing while on a stroll in Miami Beach, Florida.

Breakup rumors first began to swirl when the Bravolebrity unfollowed and removed all photos of her beau from her Instagram in February. She also shared a post on her Instagram Stories that featured a poll asking, her followers, “Should your friends unfollow your ex?” as well as a video of Morgan Freeman speaking about trusting your “inner voice.”

A source then confirmed to PEOPLE on Feb. 12 that Pippen and the son of NBA legend Michael Jordan had split. “They have decided to take some time apart to reevaluate their relationship. This has nothing to do with any family input, but solely for their personal growth,” a second source says.

However shortly after, they refollowed each other on social media ahead of their upcoming attendance at The Traitors season 2 reunion taping on March 1.

Following their sudden breakup — and brief rekindling — after more than a year of dating, the Real Housewives of Miami star shared her thoughts on the split.

“I just wrapped shooting the show and I spent time away from him and everyone else,” Pippen revealed on the Amy & T.J podcast in March. “I was there for two weeks and it just kind of gave me clarity when I was alone and I think when you’re alone, you kind of really either miss the person or realize maybe you’re not my guy, and I feel like that made me realize that I don’t think he’s my guy.”

“I want him to be happy,” she added. “He’s a great guy, but I just don’t feel like it’s for me.”