Stir together Swiss cheese and next 3 ingredients. Spread 1 side of each bread slice evenly with cheese mixture; sprinkle with diced bell peppers. Place bread slices on a baking sheet.
Bake at 350° for 10 to 12 minutes. Top with olive slices, if desired. Serve immediately.
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