Add the diced onion, green bell pepper, red bell pepper, and minced garlic to the pot with the beef. Cook for another 5 minutes until the vegetables are softened.
Stir in the pinto beans, black beans, diced tomatoes with their juice, tomato paste, beef broth, chili powder, cumin, paprika, black pepper, and salt. Mix well to combine.