@ferchobanana Thank you! Can you please run make format to fix the linting issue? In this case you could just remove the extra whitespace manually, but make format is a good habit to get into on this repo :)

And can you please add a test to tests/test_tools.py? (there are already some from_schema tests there)

And the docs also need updating:

I don't think we need an example of takes_ctx, but now that the function supports more arguments, we should make Tool.from_schema a link to the API docs. The docs would also benefit from a heading:

### Custom tool schema

If you have a function that lacks appropriate documentation (i.e. poorly named, no type information, poor docstring, use of `*args` or `**kwargs` and suchlike) then you can still turn it into a tool that can be effectively used by the agent with the [`Tool.from_schema`][pydantic_ai.tools.Tool.from_schema] function. With this you provide the name, description and JSON schema for the function directly: