Please activate Snippet View to render the thumbnail of a PDF file.

https://tex.stackexchange.com/questions/527463/pdf-preview-in-visual-studio-code

I installed the plugin LaTeX workshop to compile, and Markdown PDF to preview, which works fine for me.

Markdown PDF yyds!!!!