1. Stir together cottage cheese, curry powder, ginger, and lime zest in medium bowl. Fold in celery and green onion. Set aside.
2. Split baguette lengths, leaving one side attached. Remove some of the soft centers of bread to make room for filling. Spread 2 Tbs chutney, if using, on top and bottom of bread. Fill each sandwich with 1/2 cup cottage cheese mixture, 4 peach slices, and 2 Tbs almonds.
3. Spray panini with cooking spray. Coat skillet or grill pan with cooking spray and heat over medium heat. Place panini in pan; weight with smaller-diameter saucepan weighted with 2 cans. Cook 2 minutes. Flip, replace weight, and cook 2 minutes more.