Rihanna and Drake
Rihanna and Drake exchanged kisses on the cheeks as he presented her with the Michael Jackson Video Vanguard Award on Sunday night during the MTV Video Music Awards in New York City Reuters

Fans who wanted to see Rihanna and Drake together, will be upset with this news. The Barbadian beauty is not interested in a relationship with him.

Drake got flirty with many female celebrities at the 2017 Billboard Music Awards held at the T-Mobile Arena on May 21 in Las Vegas. The rapper kissed Kate Beckinsale's hand while she presented him an award. Later, he complimented Vanessa Hudgens while accepting the award for Top Billboard 200 Album. Adding on, he said he loves Nicki Minaj as well.

A source told Hollywood Life: "For Rihanna, seeing Drake hit on every woman at the BBMAs made her think that their time together wasn't as important as she originally thought."

"Rihanna thinks he should grow up and she is over his Playboy ways. The fact that Drake looks like he's trying to be with every girl isn't attractive. Rihanna doesn't think he looks as cool as he may think," the insider added.

"Rihanna wants Drake to see things through her eyes, but she is over it. She is so tired of seeing, hearing and discussing Drake," the source shared.

Drake had confessed that he is in love with Rihanna at the MTV Video Music Awards 2016 held at Madison Square Garden in New York City. He presented the Michael Jackson Video Vanguard Award to her at the event and talked how he first met her.

"The first time I met Robyn Fenty [Rihanna's real name] was in 2005," the 29-year-old said. "She was shooting a music video at a restaurant called Avocado in Toronto. The song was 'Pon de Replay' and the director was Little X. I was introduced to her... It's hard to believe that 11 years later we'd come together to create the visual for a song called 'Work.' Today the world knows X as Director X... 11 years later, they still know Rihanna as the one and only Rihanna."

"She succeeds by doing something which no one in this industry does, which is be herself. She's someone I've been in love with since I was 22 years old," he said. "She's one of my best friends in the world. All my adult life I've looked up to her even though she's younger than me."

Adding on, the rapper dedicated a couple of songs during his The Boy Meets World Tour at the Ziggo Dome in Amsterdam. Drake called the Barbadian beauty a "queen" after performing their collaborations Work and Too Good.

He said: "You want to know why you got the party started? Because you played two records featuring the queen, RiRi. That's how you get the party started. You play two records featuring Rihanna and you got the girls. They feel good, they feel sexy. Like I know you feel sexy, huh baby?"