Brown chicken in oil in a large skillet over medium high heat. Add green bell pepper, red bell pepper, carrot and garlic and stir fry for 1 to 2 minutes.
In a small bowl, combine cornstarch and soy sauce and mix together; pour mixture into the skillet, along with the pineapple and liquid, vinegar, sugar and ginger. Stir together and bring to a full boil.