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The reality star, who is expecting via a surrogate, shared videos from the baby shower on her SnapChat account on Saturday.
"OK guys, [here's] my baby shower for baby number three. It's just a 'tea for three' with cherry blossom forest," she said while showing off the shower's decor.
Kardashian West, 37, and her husband of three years, are also parents to a 1-year-old son, Saint.
When guests left the baby shower, they were given fragrances from the reality star's beauty brand, KKW Beauty, as party favors, Kardashian West said in one video shared on SnapChat.
The reality star announced she was expecting her third child in the trailer for season 14 of her family's reality show, "Keeping Up With the Kardashians," back in September.