Problem with making plot using Plots in Jupyternotebook

When I am trying to make plot in Julia REPL it is possible, but when I use Jupyternotebook for even make the basic plot from Julia documentation

using Plots
x = 1:10; y = rand(10); # These are the plotting data
plot(x, y)

I see error:

SystemError: opening file "C:\\Users\\Kasia\\AppData\\Local\\Temp\\jl_rgpMDkxG5u.svg": No such file or directory

And I have no idea what should I do.

I tried to remove Plots and add it again. Also updating Plots and GR. I am using Windows 10.

The jupyter update solved the issue