gluing acrylic

i have an acrylic sump that i want to modify. i am not sure where to get the proper adhesive for acrylic. i seen this stuff
http://www.homedepot.com/Building-Materials-Plexiglass/h_d1/N-5yc1vZ1xgfZbrdg/R-202084498/h_d2/ProductDisplay?langId=-1&storeId=10051&catalogId=10053
and wondered if it would work or if i needed to find the actual acrylic glue.

if that wont work does anyone know where i can get the adhesive or does anyone have any i can have? dont need much, just enough to attach 2 small baffles.

thanks.
 
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