I'm a Returning player, who really doesn't feel like doing poe again for weapons I already earned.
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If you got them year 1 and have not obtained them again, I'm afraid you will have to get them to drop from the lvl 335 PoE. Yeah, it's sucks you have to rediscover them. May RNG smile upon you :)