Should I stay with him?

My boyfriend went out on the weekend and he hooked up with a random girl that he doesn't know. We have been together for a year and half and I still am insanely in love with him. He is sorry for what he did and regrets it a lot. I have no anger towards him still after 24 hours of him telling me what he did. I want to be with him but I don't want to have trust issues and I do not know if I would be able to kiss him for a bit and our sexual connection was extremely strong. Should I give him another chance or just move on? 

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