Thanks to on-line Arabic friend, I could apply my first Gemini API on my Flutterflow project.
https://www.youtube.com/watch?v=Qrba70PDOOg
Good thing: it's just step-by-step for those who want to set up API on your Flutterflow project while watching YouTube(You can just forget about language problems if you focus on the screen itself)