Sunshine Rice

11/2 Tbsp vegetable oil
11/4 C celery, finely chopped, with leaves
11/2 C onion, finely chopped
1 C water
1/2 C orange juice
2 Tbsp lemon juice
dash hot sauce
1 C long grain white rice, uncooked
1/4 C slivered almonds