Should I trust again

I have been talking to this guy for 8 months and about a week in a half ago I caught him with another female and this female is someone I asked about before we started talking, should I move on or stay, he swears that this will not happen again

What do you mean, 'talking to for 8 months' and 'before we started talking'?