Can I add extra cocoa powder to make up for milk chocolate chips?

I accidentally bought milk chocolate chips instead of unsweetened. Can I just add a little more cocoa powder than the recipe calls for to make up for it?
Update: And I didn't realize my mistake until after melting the chocolate
Update 2: Sorry? I'm making a flourless chocolate cake.
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