Displaying plots in vscode

Whenever I try to plot something using PyPlot.jl, nothing is displayed and only a ```1-element Vector{PyCall.PyObject}:
PyObject ``` element is returned.

I also tried ```p = plot(...); show(p)```, and ```p = plot(...); display(p)``` but I get nothing.

Plotting with Plots.jl works fine though. Is this a known issue or did I miss something?

I am running julia with vs code, I have julia 1.10 and the latest version of pyplot.jl.