"Finger Drills" are pin vises. Available many places. Last ones I got were about 20 years ago from Brownell's. But if you put "pin vise" in a google search, you will find some. Generally there are two collets, one in the barrel ready to use, the other, just unscrew the top and it is there. That will give you four collets for different sized bits or pins.