How do I let go of my past?

I just want to move on with my life, I feel it's time. Every time I try, I feel this magnetic force pulling me back. I just want to forget people that are unproductive to my well being and it seems impossible because I'm drawn back. There is a sense of euphoria associated with them that makes everything else seem dull yet these things in the past are holding me back.