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feat(genai/embeddings): migrate lower dimension embeddings to genai - #14512

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XrossFox wants to merge 3 commits into
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XrossFox:vertex-to-genai-vision-models-embeddings-low
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feat(genai/embeddings): migrate lower dimension embeddings to genai#14512
XrossFox wants to merge 3 commits into
GoogleCloudPlatform:mainfrom
XrossFox:vertex-to-genai-vision-models-embeddings-low

Addressed comments on defensive programming.

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✅ 1a6a692 Author: @XrossFox <war******090​@hotmail.com>, <de****id​@google.com>

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