In soup pot cook the beef, mushrooms, peppers and shallots over medium heat until meat is no longer pink; drain.
Combine the flour and broth until smooth. Add the broth mixture, tomato paste, wine, tarragon, salt, pepper to beef mixture.
Bring to a boil. Add carrots, reduce heat; cover and simmer until carrots are tender.
Stir in cream and serve