Keeping the weapons?

[RyuKaiser29]

Is there any way to keep the weapons rather than lose them? I ask because there's a great deal of weapons that don't have a "basic" version, like the shotgun, and it seems kinda silly to try and farm so hard if I'm just gonna lose everything anyway.