Following several public appearances, a source tells PEOPLE that the singer and Formula One driver are keeping things "fun and flirty."

A source who knows them both claims that "they're spending time together and in the "getting to know you" stage." It's flirtatious and fun.

A request for comment from PEOPLE was not immediately answered by representatives for Shakira and Hamilton.

The information was released following Shakira, 46,'s attendance at the F1 Spanish Grand Prix in Barcelona, Spain, where Hamilton, 38, competed for Mercedes and finished in second place, and their post-race interaction.

After the meeting, the two went out to eat and drink with a group of pals that included Mustafa, Daniel Caesar, Fai Khadra, and Mustafa, who uploaded a snapshot from the outing to his Instagram Story.

The foursome was all grins as they sipped cocktails in the picture, which showed Hamilton seated next to Shakira with his hand around her waist.

"Because what woman hasn't at some point in her life forgotten about herself to get someone else's affection and attention? I experienced that many than once, she continued.

After initially confirming their relationship in March 2011, Shakira revealed the news of her split from the soccer player in June 2022. Since his 2015 breakup with longtime girlfriend Nicole Scherzinger, Hamilton has been linked to several high-profile ladies, including Rita Ora and Nicki Minaj.

After attending the 2023 Grand Prix, she was seen hanging out with Hamilton and friends for a boat trip in Miami last month.

One day after winning Billboard's first Woman of the Year honor at the inaugural Latin Women in Music gala, she made an appearance at the Miami Grand Prix. She may have discussed her split from ex-boyfriend Gerard Piqué, who made headlines, during her award speech.

"This has been a year of seismic change in my life where I've felt more than ever — and very personally — what it is to be a woman," she said to the publication.