Go to Command Palette [short key Ctrl+Shift+P], type "Python: Select Interpreter," and provide a path to your venv. If it does not work you can also try to activate the venv manually by typing .\venv\Scripts\activate in your integrated terminal.

For more details, you can refer to this document