The fuel filter for ES 330, IS 250/IS 350, IS 300, and 2005–06 LS 430 models are in integral component of the in-tank fuel pump assembly. Refer to the Fuel Pump Removal procedure.
The air filter is on the right front corner of the engine compartment underneath the engine compartment cover. Just follow the intake duct.