In the same hot, heat olive oil over medium-high heat. Add sausage and cook, stirring occasionally, until sausage is browned on all sides. Add in celery, onion, and green bell pepper and cook until softened. Add garlic, bay leaves, cajun seasoning, salt, thyme, and black pepper and cook, stirring, for just a minute. Add in chicken broth and beans.