Here you can download the web fonts and create the necessary CSS or WordPress' theme.json for hosting Google Fonts locally.
How? Go to Google Fonts and select your font families. Copy the code with the <link> tags from the "Embed code in the <head> of your html" field in the Embed code section and paste it into the URL field below.