I would suggest following design :
Item Table:
Itemid, taglist1, taglist2
this will be fast and make easy saving and retrieving the data at item level.
In parallel build another table:
Tags
tag
do not make tag unique identifier and if you run out of space in 2nd column which contains lets say 100 items create another row.
Now while searching for items for a tag it will be super fast.
