Actor goes to small town to film movie – falls in love with local country girl

I’m sure I watched this movie within the last 5 years and streamed it online but cannot remember the title or the actors.

The plot is an actor has to travel to a small town to scout locations to film his new movie, he meets a local girl who starts to show him around. She looks after an older lady (could be her grandma). The actor tries to convince the girl to be in the movie as the lead actress but she’s not sure. They hook up, but something makes him have to return to his hometown (he may have still had a ‘relationship’ with his ex) which leaves her mad, but he realises he’s in love and returns to the small town to reconcile.

There are some sex scenes in the movie, but mostly romantic