Not related by blood = not incest. 
Incest = blood related. 
They are not related by blood, so they’re not biological siblings. 
She’s a not half-sister either to him. 
Therefore, this is not incest.
However i agree with opinion saying it’s better if their relationship remains sibling. I also prefer brother & sister love without romance between them.