Canister purge solenoid is attached to the Charcoal canister. Which is on the passenger side engine compartment, down low in front, on the frame rail below the original air inlet box, looks like a black box. It traps excess fuel fumes from the intake, then sends them back to the tank. The solenoid is the odd shape piece before it attached via hose.
Check the leading from you intake to the canister, they tend too crack and rot.