Toast the almonds in a small skillet, 2 to 3 minutes. Remove to a plate.
Whisk together the olive oil, red wine vinegar, basil, garlic and some salt and pepper. Pour the dressing over the green beans and sprinkle with the toasted almonds. Let marinate in the refrigerator for 1 hour before serving.