Look here she comes, I'd better pull out the big guns

from Eminem – Same Song & Dance Lyrics on Rap Genius

Meaning

Pulling out the “big guns” refers to him pulling out his best pick-up lines.

(He’s being sarcastic, as he continues to insult her…)

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