"It turns out I'm not getting fat, but I have a baby in my belly," Williams says to her daughter in the video.
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"You're going to be a big sister," she told Olympia, who at first could not believe the news.
Olympia then began celebrating and running around the room.
Williams can be seen laughing and crying as her daughter jumps around.
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Williams retired last September because she wanted to grow her family.