What launcher?
Have you tried JupyterLab Desktop discussed here? That introduction post goes through how you are meant to open things with it and touches on why, as it has to do with setting the working directory.
It also covers the style of project management you are meant to use with it.
As for uv and Jupyter, you may want to see the thread here.