So, I used to work in a natural health shop, and it does come up in ingredients for sexual enhancers quite often (among other ingredients)...And actually, that was probably what sold the best lol. There are different types of ginseng but the most popular one for korea is red ginseng, which stimulates blood circulation/etc, which, might not get you horny per say, but eating a whole ass ginseng root would probably make anyone physically uncomfortable, for a variety of reasons, and the side effect can feel like overheating. You're only supposed to eat a little bit at a time.
So it's not all exaggeration, so much that he's just reeling in from side effects lol.

So I looked it up and wild ginseng has indeed been used for sexual impotency, however in more recent studies the say it doesn't actually do much. So I think author is mostly just playing off of how it would be use in Chinese medicine for that. Or just the fact that for a long time it was believed to work like an Aphrodisiac. Of course there's also just exaggeration consider we have a some mystical stuff going on anyways. ┐( ̄ヘ ̄)┌