In a blender, combine the tomatoes, cucumber, red bell pepper, and red onion. Blend until smooth.
Strain the mixture through a fine mesh strainer into a bowl to remove any seeds or pulp remaining in the soup. Transfer it back to the blender along with vinegar (sherry/wine), olive oil, and seasonings. Blend until smooth.
Chill for at least 1 hour before serving cold.