How to trigger icons auto-completion in the VSCode extension?

I see that the fantastic VSCode plugin recognises the icon names and renders them next to the name, super useful.
However, I wish I could get some auto-completion too when I prefix something with mdi:. I think I saw it somewhere, but now I’m editing a Yaml lovelace dashboard and I’m not getting any auto completion. Is this possible?