Heat olive oil in a large pot over medium heat. Add chopped onion, minced garlic, sliced carrots, and celery. Cook until vegetables are tender, about 5 minutes.
Pour in the chicken broth. Stir in the dried thyme, dried parsley, bay leaf, salt, and pepper. Bring the soup to a boil.