The F Major scale has one note “flatted” or lowered one half step. (One fret) That note is B. Here is a Bb Major scale.
In the next picture there are chords built upon each scale degree. Remember that the “B” notes in the chords must also be lowered.
In this picture I have added guitar chord diagrams for the key of F Major.