In a large skillet over medium heat, saute the celery, green pepper and onion in oil until tender; Add garlic; cook 1 minute longer. Add flour; cook and stir for 5 minutes or until browned.
Stir in broth. Bring to a boil; cook and stir for 2 minutes. Add remaining ingredients except rice. Return to a boil. Reduce heat; cover and simmer for 10 minutes or until heated through. Serve with rice.