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feat: add bigframes.bigquery.ai.generate_embedding#2343
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This change implements the `bigframes.bigquery.ai.generate_embedding` function, which wraps the BigQuery `AI.GENERATE_EMBEDDING` TVF. It supports: - Generating embeddings from DataFrames and Series. - Generating embeddings from pandas DataFrames and Series. - Specifying model name and arguments like `output_dimensionality`, `start_second`, `end_second`, and `interval_seconds`. The function is exposed in `bigframes.bigquery.ai`. Unit tests have been added to verify the generated SQL and argument mapping.
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Does it make sense to expose this function as bbq.ai.generate_embedding too?
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PR created by the Librarian CLI to initialize a release. Merging this PR will auto trigger a release. Librarian Version: v0.7.0 Language Image: us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:e7cc6823efb073a8a26e7cefdd869f12ec228abfbd2a44aa9a7eacc284023677 <details><summary>bigframes: 2.35.0</summary> ## [2.35.0](v2.34.0...v2.35.0) (2026-02-07) ### Features * Add bigframes.pandas.col with basic operators (#2405) ([1274167](12741677)) * remove redundant "started." messages from progress output (#2440) ([2017cc2](2017cc2f)) * add bigframe.bigquery.load_data function (#2426) ([4b0f13b](4b0f13b2)) * Disable progress bars in Anywidget mode (#2444) ([4e2689a](4e2689a1)) * add bigquery.ai.generate_text function (#2433) ([5bd0029](5bd0029a)) * Disable progress bars in Anywidget mode to reduce notebook clutter (#2437) ([853240d](853240da)) * Add a bigframes cell magic for ipython (#2395) ([e6de52d](e6de52de)) * add `bigframes.bigquery.ai.generate_embedding` (#2343) ([e91536c](e91536c8)) ### Bug Fixes * always display the results in the `%%bqsql` cell magics output (#2439) ([2d973b5](2d973b54)) * exlcude gcsfs 2026.2.0 (#2445) ([311de31](311de31e)) * suppress JSONDtypeWarning in Anywidget mode and clean up progress output (#2441) ([e0d185a](e0d185ad)) ### Documentation * fix cast method shown on public docs (#2436) ([ad0f33c](ad0f33c6)) </details>
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Implement AI.GENERATE_EMBEDDING function in bigframes.bigquery.ai.
PR created automatically by Jules for task 11924477578091076513 started by @tswast