Heat oil in a large soup pot over medium heat. Sauté celery, onion and garlic until vegetables soften and onion becomes translucent. Add spices, mustard and herbs and sauté another minute. Add water or stock; bring to a boil, then lower heat and simmer 30 minutes. Add peppers before serving.