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Zoë Kravitz and Harry Styles were spotted showing some PDA following a promotional event for her newest movie Caught Stealing , a source tells PEOPLE

As reported by Deuxmoi, the moment took place at Rita's in London on Tuesday, Aug. 19

Kravitz and Styles were later spotted walking together down a street in Rome, as seen in a video shared to X by a Styles fan account on Sunday, Aug. 24

Zoë Kravitz and Harry Styles appear to be more than friends.

The Blink Twice director and "Watermelon Sugar" singer were seen kissing at Rita's in London following a promotional event for her newest film Caught Stealing last week, Deuxmoi reported on Monday, Aug. 25.

"He’s been spending time with her while she’s been on her press run," a source tells PEOPLE of Styles, 31,

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