When you build the HTML docs, you will be asked if you want to automatically download ExDoc and if you say yes, then all the docs can be built. Elixir is not needed to build the docs, but rather for verifying that documentation updates are correct. So it should be be there at all.
So in other words, that warning is a bit misleading, I will make it better or remove it alltogether.