It's very easy to make your own dashi, it just requires bonito flakes and kombu kelp. I found both at Whole Foods, and if there is a Japanese store or a grocery store with an Asian section near you, you can probably find it too!
Here is the recipe I reference when making it: http://www.nsknet.or.jp/~tomi-yasu/recipe/basics_dashi_e.html
