Most of an AI's knowledge is inside the weights, so when you run it locally, it has all that knowledge inside!

Some AI services allow the use of 'tools', and some of those tools can search the web, calculate numbers, reserve restaurants, etc. However, you'll typically see it doing that in the UI.

Local models can do that too, but it's typically a bit more setup.