Historical Romance (Not medieval, more like Regency era). Heroine talks to the stars and seeks their help in securing the hero.

[Juby]

Misunderstandings towards the end..her thinks heroine tricked him with the help of his sister..she however thanks the stars for trying and says it was beautiful while it lasted.. Happy ending.

Not Kingdom of Dreams.. This is more like Regency or something