If you're spending some time in Seorak-dong, Seorak Cable Car and Sinheungsa Temple are top sights worth seeing.
Though Abai Village might not have many top sights, you can venture to the surrounding area to see attractions like Cheongcho Lake and Dongmyeong Port.