Husband lie to me

My husband was very nice and sweet Man but recently he started to go out behind my back with his famale friends all most every night and told me he didn't see them . He drives a taxi at night and they also called him anytime he don't answer their call when I'm around. I'm soo confused and depressed😔 I Love him very much I don't know what to do should I leave him😢