What is causing this knocking noist from the engin as you press the gas paddle

Sounds like engine trouble to me. I assume you've checked the oil level and condition and thery're good. Get to a Lexus or Toyota specialist for diagnosis. Here's a directory link for you; https://repairpal.com/lexus-repair-in-canyon-country-california