The duo, who collaborated on the track 'What's My Name' in 2010, got into the same taxi outside Hooray Henry's in West Hollywood on February 7, reported Contactmusic.
"Rihanna began seeing Drake again late last year but they aren't ready to have a committed relationship. They're doing what they do on the low, and they like to keep it that way. They fill each other's needs when they can, and that's how they're choosing to roll," a source said.
"At the time it hurt, but she didn't mean to. I'll never put that on her. I was hurt because I slowly started to realise what it was. I guess I thought it was more," he had said.