In a large pot, heat the olive oil over medium-high heat.
Add the chicken to the pot and cook for 6 minutes, stirring occasionally.
Add the celery, onions, carrots, and garlic to the pot. Stir together and sauté for 5 minutes.
Add the chicken broth, water, tomato sauce, cheese rind, bay leaf, basil, oregano, parsley, black pepper, and red pepper to the pot. Stir together. Cover the pot and turn the heat to high. Bring to a boil. It will take about 10 minutes to come to a boil.
Once the soup is boiling, reduce the heat to medium and add the pasta. Cook uncovered for half the amount of time the pasta box recommends.
Once the pasta has cooked, remove the pot from the heat and let it sit uncovered for 5 minutes.
Remove the bay leaf and cheese rind before serving.