Thanks Arjit P.. So it sounds like you are launching Phoenix using px.launch_app?
If I had to guess, Phoenix is probably being started multiple times if you are re-running a notebook or script.
If you are running locally, can you try launching Phoenix with phoenix serve from the command line rather inside the notebook?