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No, it is not possible that the spider layed eggs on your girlfriend's knuckle. Spiders lay eggs in sacs that they spin first.
Spider bites can swell up very much. If the swelling doesn't go down soon or gets worse, red or hot, or if the bite is looking like an open sore you need to take your girlfriend to the doctor.