Place chicken breast into the bottom of a large greased crock-pot. Top with green beans, celery and the dry stuffing mix.
In a medium bowl, combine cream of chicken soup with sour cream and milk. Pour mixture over the chicken. Cover and cook on low for 6-8 hour, or on high for 3-4 hours.