Scales to Play Over G#m
Every chord is a subset of several scales: any scale that contains all of a chord's tones fits over it. Pick a chord to see the matching scales from its own root, the major keys the chord belongs to, and full fretboard diagrams for every scale on guitar.
A G#m chord contains the notes G# – B – D#. Any scale that includes every one of those 3 tones fits over it — from the root G#, that means G# Natural Minor, G# Melodic Minor, G# Harmonic Minor, G# Minor Pentatonic, G# Blues, G# Rock 'n' Roll, G# Dorian, G# Phrygian, G# Dorian Bebop, G# Half Whole Diminished, G# Gypsy Major and G# Gypsy Minor. Start with the first scale listed: it is the most common choice, and the others color the same chord tones differently.
G#m is also diatonic to 3 major keys: B major (relative minor G#m), E major (relative minor C#m), F# major (relative minor D#m). In a song from one of those keys you can also solo with the key's own major scale or its relative minor pentatonic across the whole progression, not just this chord.