Heat up oil in a large stockpot. Sauté the onions and celery in the oil for about 5 minutes, or until soft. Add the garlic, and cook for one more minute. Add the chicken broth and chicken breast, put the top on the stockpot, and bring to a boil. Simmer for 5 minutes.