Heat olive oil and cook onions, celery until translucent. Add browned sausage.
In a large bowl, mix the onion/celery/sausage mixture to the dried bread. Add apple cider and apples. Add chicken broth and mix thoroughly. Add cream and walnuts.
Pour into oven-safe dish and place in oven. Cook for 20 minutes until bubbling.