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docs(alloydb): Add AlloyDB Vector Search Benchmark Colab#14438

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docs(alloydb): Add AlloyDB Vector Search Benchmark Colab#14438
vinay0410 wants to merge 2 commits into
GoogleCloudPlatform:mainfrom
vinay0410:feature/alloydb-vector-search-benchmark

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Add performance benchmark notebook measuring AlloyDB's Columnar Engine with pgvector HNSW index. Contains end-to-end setup and evaluations.

Description

Fixes #

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Testing

  • I have tested this change on a live environment and verified it works as intended.

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  • Please merge this PR for me once it is approved

@vinay0410
vinay0410 requested review from a team as code owners July 19, 2026 13:21
@product-auto-label product-auto-label Bot added api: alloydb Issues related to the AlloyDB API. samples Issues that are directly related to samples. api: notebooks Issues related to the Agent Platform Workbench API. labels Jul 19, 2026

@gemini-code-assist gemini-code-assist Bot left a comment

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Code Review

This pull request adds an end-to-end integration test (test_alloydb_vector_search_benchmark) for the AlloyDB vector search benchmark notebook, utilizing scaled-down parameters to ensure fast execution in CI. The review feedback points out a mismatch in the replacement string for ef_values, which would prevent the intended replacement from executing and potentially cause CI timeouts or OOMs. A code suggestion is provided to correct the list of values to match the notebook.

Comment thread alloydb/notebooks/e2e_test.py Outdated
@vinay0410
vinay0410 force-pushed the feature/alloydb-vector-search-benchmark branch 7 times, most recently from f00b0de to fdfb040 Compare July 20, 2026 04:47
@vinay0410
vinay0410 force-pushed the feature/alloydb-vector-search-benchmark branch from fdfb040 to 15b0d3e Compare July 20, 2026 04:54
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api: alloydb Issues related to the AlloyDB API. api: notebooks Issues related to the Agent Platform Workbench API. samples Issues that are directly related to samples.

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