The white membranes inside a pepper contain the most capsaicin, and the actual flesh of the pepper contains less. The seeds of the pepper don't contain any capsaicin at all.
When I make my salsas, I scrape out the insides of the peppers, and just use the outer flesh. That way I get the flavor of the pepper with a minimum of the burn.