Silicone works well for
Silicone works well for bonding glass to many surfaces, including itself. It is waterproof, but I wouldn’t go putting the pieces in the dishwasher. There are also UV glues that can be used.
I used silicone on the base of this piece:
Fused Glass Designs
dba Jester’s Baubles