I need some advice

I just put my 2 weeks in at my job to take a assistant manager position somewhere else. I just found out I am pregnant. I know this new job will be more stress considering i will be a assistant manager. I just dont know if I should take back my 2 weeks or go with the new job. I am just scared it will be too much on me. I just need some advice.