Construction of Peltier tiles
If you look at your diagram, it shows the N and P semiconductors connected in pairs (look at the lower layer - the "interconnect"). So the electrical path is in series : the sum of the junctions to work on probably 12v.

And the heat transfer is through all the N and P junctions ie in parallel.