Just a simple diode / capacitor setup
In eu, you have 220/230v RMS, that's about 340v amplitude. Here you extract the peak to peak voltage, which can provide more power.
And yes, this circuit is from Electroboom.
I just really like his projects, and wanted to try and build some of his circuits here