Mince celery, onion, garlic, and parsley until fine and add to ground chicken in a large bowl.
Add garlic powder, salt, and ground pepper to the large bowl with ground chicken mixture. Mix by hand until ingredients combined.
Add canola oil to a large sauce pan and heat until it reaches 375°F. Take one wonton wrapper and add 1 teaspoon each of ground chicken mixture and cranberry sauce and put in center of wonton wrap. Wet the edges of the wrapper then fold in half and seal shut. Place 4 wontons in oil at a time for 2 minutes on each side or until the inside mixture reaches 165°F. Place on a plate with paper towel to remove any excess grease from wontons. Let cool for 5-10 minutes.