feat(prebuiltconfigs/alloydb-omni): Implement Alloydb omni dataplane tools#2340
feat(prebuiltconfigs/alloydb-omni): Implement Alloydb omni dataplane tools#2340
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Summary of ChangesHello @ankel, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request significantly enhances the toolbox by integrating dataplane tools specifically tailored for AlloyDB Omni. It provides a robust set of PostgreSQL-centric functionalities for database administrators and developers to interact with, monitor, and manage AlloyDB Omni instances more effectively. The inclusion of comprehensive integration tests, utilizing containerization, ensures the reliability and correctness of these new tools. Highlights
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Code Review
The pull request successfully implements dataplane tools for AlloyDB Omni. The new alloydb-omni.yaml configuration defines a comprehensive set of PostgreSQL-based tools, and the alloydb_omni_integration_test.go file provides robust testing using test containers. The added dependencies in go.mod are consistent with the new test infrastructure.
Since alloydb (and alloydb omni) is 100% postgres compatible, we can reuse Postgres source here.
Add a list_columnar_configurations and a list_columnar_recommended_columns tool.
In this integration test, we use test container to run a new container of alloydb omni, and connect to it using the toolbox
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Code Review
This pull request introduces support for AlloyDB Omni by adding a new prebuilt configuration, an integration test suite, and the necessary CI configuration. The implementation correctly reuses existing PostgreSQL tools and tests, which is a good approach. I've identified a few areas for improvement, mainly related to correcting a tool description, improving error handling in tests, and reducing code duplication. Addressing these points will enhance the overall code quality and maintainability.
Yuan325
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Hi, thank you for your contributions!
We're missing the following:
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unit test for prebuilt tools in
cmd/root_test.go(ref: https://github.com/googleapis/genai-toolbox/blob/cf477b529a6158cbb19994350c5c2318ff2b81c9/cmd/root_test.go#L1355) -
documentation for prebuilt tools (https://googleapis.github.io/genai-toolbox/reference/prebuilt-tools/): Code for the docs is at
docs/en/reference/prebuilt-tools.md
Thank you!
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Code Review
This pull request introduces support for AlloyDB Omni dataplane tools. It includes a new Cloud Build integration step, adds AlloyDB Omni configurations and environment variables to tests, and updates the documentation. The changes are well-structured and integrate smoothly with existing patterns. I've identified one area for improvement related to code duplication in the test setup.
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…taplane tools (googleapis#2340) ## Description Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> e995349
…taplane tools (googleapis#2340) ## Description Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> e995349
…tools (googleapis#2340) Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
…tools (googleapis#2340) ## Description Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
…tools (googleapis#2340) ## Description Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
…tools (googleapis#2340) Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.27.0](v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([#1987](#1987)) ([478a0bd](478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([#2353](#2353)) ([6e49ba4](6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([#2392](#2392)) ([80ef346](80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([#2137](#2137)) ([252fc30](252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([#2006](#2006)) ([1fdd99a](1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([#2340](#2340)) ([e995349](e995349)) * **server:** Add Tool call error categories ([#2387](#2387)) ([32cb4db](32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([#2430](#2430)) ([a15a128](a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([#2347](#2347)) ([1d7c498](1d7c498)) * **sources/cockroachdb:** Update kind to type ([#2465](#2465)) ([2d341ac](2d341ac)) * Surface Dataplex API errors in MCP results ([#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.27.0](v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([#1987](#1987)) ([478a0bd](478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([#2353](#2353)) ([6e49ba4](6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([#2392](#2392)) ([80ef346](80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([#2137](#2137)) ([252fc30](252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([#2006](#2006)) ([1fdd99a](1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([#2340](#2340)) ([e995349](e995349)) * **server:** Add Tool call error categories ([#2387](#2387)) ([32cb4db](32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([#2430](#2430)) ([a15a128](a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([#2347](#2347)) ([1d7c498](1d7c498)) * **sources/cockroachdb:** Update kind to type ([#2465](#2465)) ([2d341ac](2d341ac)) * Surface Dataplex API errors in MCP results ([#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> c5524d3
🤖 I have created a release *beep* *boop* --- ## [0.27.0](googleapis/mcp-toolbox@v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([googleapis#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([googleapis#1987](googleapis#1987)) ([478a0bd](googleapis@478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([googleapis#2353](googleapis#2353)) ([6e49ba4](googleapis@6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([googleapis#2392](googleapis#2392)) ([80ef346](googleapis@80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([googleapis#2137](googleapis#2137)) ([252fc30](googleapis@252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([googleapis#2006](googleapis#2006)) ([1fdd99a](googleapis@1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([googleapis#2340](googleapis#2340)) ([e995349](googleapis@e995349)) * **server:** Add Tool call error categories ([googleapis#2387](googleapis#2387)) ([32cb4db](googleapis@32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([googleapis#2430](googleapis#2430)) ([a15a128](googleapis@a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([googleapis#2347](googleapis#2347)) ([1d7c498](googleapis@1d7c498)) * **sources/cockroachdb:** Update kind to type ([googleapis#2465](googleapis#2465)) ([2d341ac](googleapis@2d341ac)) * Surface Dataplex API errors in MCP results ([googleapis#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> c5524d3
🤖 I have created a release *beep* *boop* --- ## [0.27.0](googleapis/mcp-toolbox@v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([googleapis#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([googleapis#1987](googleapis#1987)) ([478a0bd](googleapis@478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([googleapis#2353](googleapis#2353)) ([6e49ba4](googleapis@6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([googleapis#2392](googleapis#2392)) ([80ef346](googleapis@80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([googleapis#2137](googleapis#2137)) ([252fc30](googleapis@252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([googleapis#2006](googleapis#2006)) ([1fdd99a](googleapis@1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([googleapis#2340](googleapis#2340)) ([e995349](googleapis@e995349)) * **server:** Add Tool call error categories ([googleapis#2387](googleapis#2387)) ([32cb4db](googleapis@32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([googleapis#2430](googleapis#2430)) ([a15a128](googleapis@a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([googleapis#2347](googleapis#2347)) ([1d7c498](googleapis@1d7c498)) * **sources/cockroachdb:** Update kind to type ([googleapis#2465](googleapis#2465)) ([2d341ac](googleapis@2d341ac)) * Surface Dataplex API errors in MCP results ([googleapis#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> c5524d3
🤖 I have created a release *beep* *boop* --- ## [0.27.0](v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([#1987](#1987)) ([478a0bd](478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([#2353](#2353)) ([6e49ba4](6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([#2392](#2392)) ([80ef346](80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([#2137](#2137)) ([252fc30](252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([#2006](#2006)) ([1fdd99a](1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([#2340](#2340)) ([e995349](e995349)) * **server:** Add Tool call error categories ([#2387](#2387)) ([32cb4db](32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([#2430](#2430)) ([a15a128](a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([#2347](#2347)) ([1d7c498](1d7c498)) * **sources/cockroachdb:** Update kind to type ([#2465](#2465)) ([2d341ac](2d341ac)) * Surface Dataplex API errors in MCP results ([#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
…tools (googleapis#2340) Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.27.0](googleapis/mcp-toolbox@v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([googleapis#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([googleapis#1987](googleapis#1987)) ([478a0bd](googleapis@478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([googleapis#2353](googleapis#2353)) ([6e49ba4](googleapis@6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([googleapis#2392](googleapis#2392)) ([80ef346](googleapis@80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([googleapis#2137](googleapis#2137)) ([252fc30](googleapis@252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([googleapis#2006](googleapis#2006)) ([1fdd99a](googleapis@1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([googleapis#2340](googleapis#2340)) ([e995349](googleapis@e995349)) * **server:** Add Tool call error categories ([googleapis#2387](googleapis#2387)) ([32cb4db](googleapis@32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([googleapis#2430](googleapis#2430)) ([a15a128](googleapis@a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([googleapis#2347](googleapis#2347)) ([1d7c498](googleapis@1d7c498)) * **sources/cockroachdb:** Update kind to type ([googleapis#2465](googleapis#2465)) ([2d341ac](googleapis@2d341ac)) * Surface Dataplex API errors in MCP results ([googleapis#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
…tools (googleapis#2340) Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine). --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.27.0](googleapis/mcp-toolbox@v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([googleapis#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([googleapis#1987](googleapis#1987)) ([478a0bd](googleapis@478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([googleapis#2353](googleapis#2353)) ([6e49ba4](googleapis@6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([googleapis#2392](googleapis#2392)) ([80ef346](googleapis@80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([googleapis#2137](googleapis#2137)) ([252fc30](googleapis@252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([googleapis#2006](googleapis#2006)) ([1fdd99a](googleapis@1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([googleapis#2340](googleapis#2340)) ([e995349](googleapis@e995349)) * **server:** Add Tool call error categories ([googleapis#2387](googleapis#2387)) ([32cb4db](googleapis@32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([googleapis#2430](googleapis#2430)) ([a15a128](googleapis@a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([googleapis#2347](googleapis#2347)) ([1d7c498](googleapis@1d7c498)) * **sources/cockroachdb:** Update kind to type ([googleapis#2465](googleapis#2465)) ([2d341ac](googleapis@2d341ac)) * Surface Dataplex API errors in MCP results ([googleapis#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.27.0](googleapis/mcp-toolbox@v0.26.0...v0.27.0) (2026-02-12) ### ⚠ BREAKING CHANGES * Update configuration file v2 ([#2369](https://github.com/googleapis/genai-toolbox/issues/2369))([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce)) * Update/add detailed telemetry for mcp endpoint compliant with OTEL semantic convention ([#1987](googleapis/mcp-toolbox#1987)) ([478a0bd](googleapis/mcp-toolbox@478a0bd)) ### Features * **cli/invoke:** Add support for direct tool invocation from CLI ([#2353](googleapis/mcp-toolbox#2353)) ([6e49ba4](googleapis/mcp-toolbox@6e49ba4)) * **cli/skills:** Add support for generating agent skills from toolset ([#2392](googleapis/mcp-toolbox#2392)) ([80ef346](googleapis/mcp-toolbox@80ef346)) * **cloud-logging-admin:** Add source, tools, integration test and docs ([#2137](googleapis/mcp-toolbox#2137)) ([252fc30](googleapis/mcp-toolbox@252fc30)) * **cockroachdb:** Add CockroachDB integration with cockroach-go ([#2006](googleapis/mcp-toolbox#2006)) ([1fdd99a](googleapis/mcp-toolbox@1fdd99a)) * **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane tools ([#2340](googleapis/mcp-toolbox#2340)) ([e995349](googleapis/mcp-toolbox@e995349)) * **server:** Add Tool call error categories ([#2387](googleapis/mcp-toolbox#2387)) ([32cb4db](googleapis/mcp-toolbox@32cb4db)) * **tools/looker:** support `looker-validate-project` tool ([#2430](googleapis/mcp-toolbox#2430)) ([a15a128](googleapis/mcp-toolbox@a15a128)) ### Bug Fixes * **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([#2347](googleapis/mcp-toolbox#2347)) ([1d7c498](googleapis/mcp-toolbox@1d7c498)) * **sources/cockroachdb:** Update kind to type ([#2465](googleapis/mcp-toolbox#2465)) ([2d341ac](googleapis/mcp-toolbox@2d341ac)) * Surface Dataplex API errors in MCP results ([#2347](https://github.com/googleapis/genai-toolbox/pull/2347))([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Description
Implement Dataplane tools for alloydb omni using Postgres source and postgres tools. I also add more omni-specific tool (columnar engine).