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This pull request introduces the embed function to support creating embeddings from text or image data in BigQuery. The implementation includes the core operation logic, integration with Ibis and SQLGlot compilers, and comprehensive unit tests. Feedback was provided to correct the type hint for connection_id, optimize the parameter validation logic using a generator expression, and fix a docstring copy-paste error in the vendored Ibis operations.
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Fixes b/497836685 🦕