fix(tools/alloydbainl)!: AlloyDB AI NL execute_sql statement order by tombotch · Pull Request #1753 · googleapis/mcp-toolbox

tombotch · 2025-10-21T09:50:24Z

Description

The order of parameters in alloydb_ai_nl.execute_nl_query changed, which broke the alloydbainl tool. This adds named parameters to the statement in the tool, which fixes this.

This will be a breaking change for existing user that defined their natural language configuration with the create_configure operation. The execute_nl_query input argument parameter and order had been updated recently, hence, users that are defining their configuration with the latest instructions will not be able to use Toolbox. This update is inevitable.

Previously, user will create the configuration with the following:

CALL google_ml.create_model(model_id => 'gemini-2_0_flash', ...);
SELECT alloydb_ai_nl.g_manage_configuration(
  'create_configuration', -- operation
  'my_nl_config', -- configuration_id_in
  'gemini-2_0_flash' -- model_id_in
);

SELECT alloydb_ai_nl.g_manage_configuration(
   operation => 'register_table_view',
   configuration_id_in => 'my_nl_config',
   table_views_in=>'{auth_psv}');

Currently, user will create the configuration with the following:

SELECT alloydb_ai_nl.g_create_configuration(configuration_id =>'my_nl_config');

SELECT alloydb_ai_nl.g_manage_configuration(
   operation => 'register_table_view',
   configuration_id_in => 'my_nl_config',
   table_views_in=>'{auth_psv}'
);

This PR also updates the nl_question from "return 1" to "return the number 1" to provide more context to the model.

A new ainl_update_testing database was created with the new NL configuration in order to not break existing integration tests before merging this PR. Once this is merged, the existing test_database database will be updated and will update the integration test's database again.

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🛠️ Fixes #1752

Yuan325 · 2025-10-23T16:04:19Z

/gcbrun

Yuan325 · 2025-10-23T16:04:29Z

/gcbrun

Yuan325 · 2025-10-31T22:42:02Z

/gcbrun

Yuan325 · 2025-10-31T23:15:58Z

/gcbrun

Yuan325 · 2025-11-01T00:04:10Z

/gcbrun

github-actions · 2025-11-01T00:06:06Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1753/

Update AlloyDB AI NL integration test's database back to `test_database`. Previously a new database was created with new NL configuration in order to not break existing integration tests before merging PR #1753. `test_database` is updated with v1.0.4 AlloyDB AI NL extension.

🤖 I have created a release *beep* *boop* --- ## [0.19.0](v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.0](v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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> 78c4a85

🤖 I have created a release *beep* *boop* --- ## [0.19.0](googleapis/mcp-toolbox@v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([googleapis#1753](googleapis#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([googleapis#1654](googleapis#1654)) ### Features * Support `excludeValues` for parameters ([googleapis#1818](googleapis#1818)) ([a8e98dc](googleapis@a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([googleapis#1109](googleapis#1109)) ([5367285](googleapis@5367285)) * **mindsdb:** Add MindsDB Source and Tools ([googleapis#878](googleapis#878)) ([1b2cca9](googleapis@1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([googleapis#1853](googleapis#1853)) ([1f833fb](googleapis@1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([googleapis#1333](googleapis#1333)) ([40b9dba](googleapis@40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([googleapis#1119](googleapis#1119)) ([cf7012a](googleapis@cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([googleapis#1641](googleapis#1641)) ([e09d182](googleapis@e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([googleapis#1675](googleapis#1675)) ([ef28e39](googleapis@ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([googleapis#1654](googleapis#1654)) ([a2006ad](googleapis@a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([googleapis#1858](googleapis#1858)) ([30857c2](googleapis@30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([googleapis#1860](googleapis#1860)) ([991e539](googleapis@991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([googleapis#1804](googleapis#1804)) ([d7d1b03](googleapis@d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([googleapis#1614](googleapis#1614)) ([208ab92](googleapis@208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([googleapis#1769](googleapis#1769)) ([f475da6](googleapis@f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([googleapis#1741](googleapis#1741)) ([1a19cac](googleapis@1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([googleapis#1709](googleapis#1709)) ([e8c7fe0](googleapis@e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](googleapis@2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](googleapis@7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](googleapis@816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([googleapis#1884](googleapis#1884)) ([559e2a2](googleapis@559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([googleapis#1800](googleapis#1800)) ([954152c](googleapis@954152c)) * Update debug logs statements ([googleapis#1828](googleapis#1828)) ([3cff915](googleapis@3cff915)) * Instructions to quote filters that include commas ([googleapis#1794](googleapis#1794)) ([4b01720](googleapis@4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([googleapis#1822](googleapis#1822)) ([38d535d](googleapis@38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([googleapis#1753](googleapis#1753)) ([9723cad](googleapis@9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([googleapis#1829](googleapis#1829)) ([8984287](googleapis@8984287)) --- 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> 78c4a85

🤖 I have created a release *beep* *boop* --- ## [0.19.1](v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.1](v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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> cd8d68d

🤖 I have created a release *beep* *boop* --- ## [0.19.1](googleapis/mcp-toolbox@v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([googleapis#1753](googleapis#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([googleapis#1675](googleapis#1675)) ([ef28e39](googleapis@ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([googleapis#1654](googleapis#1654)) ### Features * Support `excludeValues` for parameters ([googleapis#1818](googleapis#1818)) ([a8e98dc](googleapis@a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([googleapis#1109](googleapis#1109)) ([5367285](googleapis@5367285)) * **mindsdb:** Add MindsDB Source and Tools ([googleapis#878](googleapis#878)) ([1b2cca9](googleapis@1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([googleapis#1853](googleapis#1853)) ([1f833fb](googleapis@1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([googleapis#1333](googleapis#1333)) ([40b9dba](googleapis@40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([googleapis#1119](googleapis#1119)) ([cf7012a](googleapis@cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([googleapis#1641](googleapis#1641)) ([e09d182](googleapis@e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([googleapis#1675](googleapis#1675)) ([ef28e39](googleapis@ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([googleapis#1654](googleapis#1654)) ([a2006ad](googleapis@a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([googleapis#1858](googleapis#1858)) ([30857c2](googleapis@30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([googleapis#1860](googleapis#1860)) ([991e539](googleapis@991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([googleapis#1804](googleapis#1804)) ([d7d1b03](googleapis@d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([googleapis#1614](googleapis#1614)) ([208ab92](googleapis@208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([googleapis#1769](googleapis#1769)) ([f475da6](googleapis@f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([googleapis#1741](googleapis#1741)) ([1a19cac](googleapis@1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([googleapis#1709](googleapis#1709)) ([e8c7fe0](googleapis@e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([googleapis#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([googleapis#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([googleapis#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([googleapis#1884](googleapis#1884)) ([559e2a2](googleapis@559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([googleapis#1800](googleapis#1800)) ([954152c](googleapis@954152c)) * Update debug logs statements ([googleapis#1828](googleapis#1828)) ([3cff915](googleapis@3cff915)) * Instructions to quote filters that include commas ([googleapis#1794](googleapis#1794)) ([4b01720](googleapis@4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([googleapis#1822](googleapis#1822)) ([38d535d](googleapis@38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([googleapis#1753](googleapis#1753)) ([9723cad](googleapis@9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([googleapis#1829](googleapis#1829)) ([8984287](googleapis@8984287)) --- 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> cd8d68d

…1753) ## Description The order of parameters in alloydb_ai_nl.execute_nl_query changed, which broke the alloydbainl tool. This adds named parameters to the statement in the tool, which fixes this. This will be a breaking change for existing user that defined their natural language configuration with the `create_configure` operation. The `execute_nl_query` input argument parameter and order had been updated recently, hence, users that are defining their configuration with the latest instructions will not be able to use Toolbox. This update is inevitable. Previously, user will create the configuration with the following: ``` CALL google_ml.create_model(model_id => 'gemini-2_0_flash', ...); SELECT alloydb_ai_nl.g_manage_configuration( 'create_configuration', -- operation 'my_nl_config', -- configuration_id_in 'gemini-2_0_flash' -- model_id_in ); SELECT alloydb_ai_nl.g_manage_configuration( operation => 'register_table_view', configuration_id_in => 'my_nl_config', table_views_in=>'{auth_psv}'); ``` Currently, user will create the configuration with the following: ``` SELECT alloydb_ai_nl.g_create_configuration(configuration_id =>'my_nl_config'); SELECT alloydb_ai_nl.g_manage_configuration( operation => 'register_table_view', configuration_id_in => 'my_nl_config', table_views_in=>'{auth_psv}' ); ``` This PR also updates the nl_question from "return 1" to "return the number 1" to provide more context to the model. A new `ainl_update_testing` database was created with the new NL configuration in order to not break existing integration tests before merging this PR. Once this is merged, the existing `test_database` database will be updated and will update the integration test's database again. ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [X] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [X] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [X] Ensure the tests and linter pass - [X] Code coverage does not decrease (if any source code was changed) - [X] Appropriate docs were updated (if necessary) - [X] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #1752 --------- Co-authored-by: Yuan Teoh <yuanteoh@google.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>

Update AlloyDB AI NL integration test's database back to `test_database`. Previously a new database was created with new NL configuration in order to not break existing integration tests before merging PR #1753. `test_database` is updated with v1.0.4 AlloyDB AI NL extension.

🤖 I have created a release *beep* *boop* --- ## [0.19.0](v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.1](v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.0](googleapis/mcp-toolbox@v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](googleapis/mcp-toolbox#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](googleapis/mcp-toolbox#1654)) ### Features * Support `excludeValues` for parameters ([#1818](googleapis/mcp-toolbox#1818)) ([a8e98dc](googleapis/mcp-toolbox@a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](googleapis/mcp-toolbox#1109)) ([5367285](googleapis/mcp-toolbox@5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](googleapis/mcp-toolbox#878)) ([1b2cca9](googleapis/mcp-toolbox@1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](googleapis/mcp-toolbox#1853)) ([1f833fb](googleapis/mcp-toolbox@1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](googleapis/mcp-toolbox#1333)) ([40b9dba](googleapis/mcp-toolbox@40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](googleapis/mcp-toolbox#1119)) ([cf7012a](googleapis/mcp-toolbox@cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](googleapis/mcp-toolbox#1641)) ([e09d182](googleapis/mcp-toolbox@e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](googleapis/mcp-toolbox#1675)) ([ef28e39](googleapis/mcp-toolbox@ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](googleapis/mcp-toolbox#1654)) ([a2006ad](googleapis/mcp-toolbox@a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](googleapis/mcp-toolbox#1858)) ([30857c2](googleapis/mcp-toolbox@30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](googleapis/mcp-toolbox#1860)) ([991e539](googleapis/mcp-toolbox@991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](googleapis/mcp-toolbox#1804)) ([d7d1b03](googleapis/mcp-toolbox@d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](googleapis/mcp-toolbox#1614)) ([208ab92](googleapis/mcp-toolbox@208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](googleapis/mcp-toolbox#1769)) ([f475da6](googleapis/mcp-toolbox@f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](googleapis/mcp-toolbox#1741)) ([1a19cac](googleapis/mcp-toolbox@1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](googleapis/mcp-toolbox#1709)) ([e8c7fe0](googleapis/mcp-toolbox@e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](googleapis/mcp-toolbox@2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](googleapis/mcp-toolbox@7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](googleapis/mcp-toolbox@816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](googleapis/mcp-toolbox#1884)) ([559e2a2](googleapis/mcp-toolbox@559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](googleapis/mcp-toolbox#1800)) ([954152c](googleapis/mcp-toolbox@954152c)) * Update debug logs statements ([#1828](googleapis/mcp-toolbox#1828)) ([3cff915](googleapis/mcp-toolbox@3cff915)) * Instructions to quote filters that include commas ([#1794](googleapis/mcp-toolbox#1794)) ([4b01720](googleapis/mcp-toolbox@4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](googleapis/mcp-toolbox#1822)) ([38d535d](googleapis/mcp-toolbox@38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](googleapis/mcp-toolbox#1753)) ([9723cad](googleapis/mcp-toolbox@9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](googleapis/mcp-toolbox#1829)) ([8984287](googleapis/mcp-toolbox@8984287)) --- 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* --- ## [0.19.1](googleapis/mcp-toolbox@v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](googleapis/mcp-toolbox#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](googleapis/mcp-toolbox#1675)) ([ef28e39](googleapis/mcp-toolbox@ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](googleapis/mcp-toolbox#1654)) ### Features * Support `excludeValues` for parameters ([#1818](googleapis/mcp-toolbox#1818)) ([a8e98dc](googleapis/mcp-toolbox@a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](googleapis/mcp-toolbox#1109)) ([5367285](googleapis/mcp-toolbox@5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](googleapis/mcp-toolbox#878)) ([1b2cca9](googleapis/mcp-toolbox@1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](googleapis/mcp-toolbox#1853)) ([1f833fb](googleapis/mcp-toolbox@1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](googleapis/mcp-toolbox#1333)) ([40b9dba](googleapis/mcp-toolbox@40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](googleapis/mcp-toolbox#1119)) ([cf7012a](googleapis/mcp-toolbox@cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](googleapis/mcp-toolbox#1641)) ([e09d182](googleapis/mcp-toolbox@e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](googleapis/mcp-toolbox#1675)) ([ef28e39](googleapis/mcp-toolbox@ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](googleapis/mcp-toolbox#1654)) ([a2006ad](googleapis/mcp-toolbox@a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](googleapis/mcp-toolbox#1858)) ([30857c2](googleapis/mcp-toolbox@30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](googleapis/mcp-toolbox#1860)) ([991e539](googleapis/mcp-toolbox@991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](googleapis/mcp-toolbox#1804)) ([d7d1b03](googleapis/mcp-toolbox@d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](googleapis/mcp-toolbox#1614)) ([208ab92](googleapis/mcp-toolbox@208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](googleapis/mcp-toolbox#1769)) ([f475da6](googleapis/mcp-toolbox@f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](googleapis/mcp-toolbox#1741)) ([1a19cac](googleapis/mcp-toolbox@1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](googleapis/mcp-toolbox#1709)) ([e8c7fe0](googleapis/mcp-toolbox@e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](googleapis/mcp-toolbox#1884)) ([559e2a2](googleapis/mcp-toolbox@559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](googleapis/mcp-toolbox#1800)) ([954152c](googleapis/mcp-toolbox@954152c)) * Update debug logs statements ([#1828](googleapis/mcp-toolbox#1828)) ([3cff915](googleapis/mcp-toolbox@3cff915)) * Instructions to quote filters that include commas ([#1794](googleapis/mcp-toolbox#1794)) ([4b01720](googleapis/mcp-toolbox@4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](googleapis/mcp-toolbox#1822)) ([38d535d](googleapis/mcp-toolbox@38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](googleapis/mcp-toolbox#1753)) ([9723cad](googleapis/mcp-toolbox@9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](googleapis/mcp-toolbox#1829)) ([8984287](googleapis/mcp-toolbox@8984287)) --- 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>

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ci: update alloydb ai nl int test database #1872

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fix(tools/alloydbainl)!: AlloyDB AI NL execute_sql statement order#1753

fix(tools/alloydbainl)!: AlloyDB AI NL execute_sql statement order#1753
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tombotch:tombotch/fix/alloydbainl-statement

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