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feat: Add Firestore vector embedding support #421
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🤖 I detect that the PR title and the commit message differ and there's only one commit. To use the PR title for the commit history, you can use Github's automerge feature with squashing, or use -- conventional-commit-lint bot |
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Enable amenities and policies search with the new added Firebase vector k-nearest neighbor in version 2.16.0.
To support search functionality, it is required to cast amenities and policies field embedding to Vector type and create single-field vector indexing for both collections.
Finally k-nearest neighbor query with DOT_PRODUCT is applied to find the closest semantic similarity.