feat(tools/looker): Enable access to the Conversational Analytics API for Looker by drstrangelooker · Pull Request #1596 · googleapis/mcp-toolbox

drstrangelooker · 2025-09-29T15:04:01Z

Description

This enables the Conversational Analytics API for Looker. The prebuilt config is separate since it is not a good
idea to use the Looker prebuilt config with CA. Agents get confused as to whether they should query the data directly
or use the CA tool.

github-actions · 2025-09-29T16:45:25Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T17:55:44Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T19:38:56Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T19:41:19Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T20:00:11Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T20:26:20Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T20:47:52Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T20:49:47Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-09-30T20:59:32Z

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github-actions · 2025-10-01T18:31:53Z

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github-actions · 2025-10-01T18:41:47Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-10-01T18:59:59Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

drstrangelooker · 2025-10-01T19:39:03Z

@Yuan325 This is coming up green now. Can you approve?

github-actions · 2025-10-01T19:40:23Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

averikitsch

Can you update the Prebuilt reference docs as well?

drstrangelooker · 2025-10-01T19:47:35Z

Can you update the Prebuilt reference docs as well?

Just saw that and doing it right now already.

github-actions · 2025-10-02T15:07:29Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

… of location

github-actions · 2025-10-02T15:14:40Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

drstrangelooker · 2025-10-02T15:36:04Z

@Yuan325 this should be ready now. The integration test failure is an unrelated BQ failure.

github-actions · 2025-10-02T17:12:16Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-10-02T17:19:51Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

Yuan325

Thank you!

github-actions · 2025-10-02T17:35:40Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-1596/

github-actions · 2025-10-02T17:46:13Z

🧨 Preview deployments removed.

…tics API for Looker (#1596) ## Description This enables the Conversational Analytics API for Looker. The prebuilt config is separate since it is not a good idea to use the Looker prebuilt config with CA. Agents get confused as to whether they should query the data directly or use the CA tool. 2d5a93e

…tics API for Looker (googleapis#1596) ## Description This enables the Conversational Analytics API for Looker. The prebuilt config is separate since it is not a good idea to use the Looker prebuilt config with CA. Agents get confused as to whether they should query the data directly or use the CA tool. 2d5a93e

🤖 I have created a release *beep* *boop* --- ## [0.17.0](v0.16.0...v0.17.0) (2025-10-10) ### ⚠ BREAKING CHANGES * **tools/bigquery-get-table-info:** add allowed dataset support ([#1093](#1093)) * **tool/bigquery-list-dataset-ids:** add allowed datasets support ([#1573](#1573)) ### Features * Add configs and workflows for docs versioning ([#1611](#1611)) ([21ac98b](21ac98b)) * Add metadata in MCP Manifest for Toolbox auth ([#1395](#1395)) ([0b3dac4](0b3dac4)) * Add program name to MySQL connections ([#1617](#1617)) ([c4a22b8](c4a22b8)) * **source/bigquery:** Add optional write mode config ([#1157](#1157)) ([63adc78](63adc78)) * **sources/mssql:** Add app name to MSSQL ([#1620](#1620)) ([1536d1f](1536d1f)) * **sources/oracle:** Add Oracle Source and Tool ([#1456](#1456)) ([3a19a50](3a19a50)) * **tool/bigquery-list-dataset-ids:** Add allowed datasets support ([#1573](#1573)) ([1a44c67](1a44c67)) * **tools/bigquery-get-table-info:** Add allowed dataset support ([#1093](#1093)) ([acb205c](acb205c)) * **tools/dataform:** Add dataform compile tool ([#1470](#1470)) ([3be9b7b](3be9b7b)) * **tools/looker:** Add support for pulse, vacuum and analyze audit and performance functions on a Looker instance ([#1581](#1581)) ([5aed4e1](5aed4e1)) * **tools/looker:** Enable access to the Conversational Analytics API for Looker ([#1596](#1596)) ([2d5a93e](2d5a93e)) ### Bug Fixes * Added google_ml_integration extension to use alloydb ai-nl support api ([#1445](#1445)) ([dbc477a](dbc477a)) * Fix broken links ([#1625](#1625)) ([36c6584](36c6584)) * Remove duplicated build type in Dockerfile ([#1598](#1598)) ([b43c945](b43c945)) * **source/bigquery:** Allowed datasets project id issue with client oauth ([#1663](#1663)) ([f4cf486](f4cf486)) * **sources/looker:** Allow Looker to be configured without setting a Client Id or Secret ([#1496](#1496)) ([67d8221](67d8221)) * **tools/looker:** Refactor run-inline-query logic to helper function ([#1497](#1497)) ([62af39d](62af39d)) * **tools/mysql-list-tables:** Update sql query to resolve subquery scope error ([#1629](#1629)) ([94e19d8](94e19d8)) ### Miscellaneous Chores * Release 0.17.0 ([#1676](#1676)) ([7e22cb4](7e22cb4)) --- 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: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

🤖 I have created a release *beep* *boop* --- ## [0.17.0](v0.16.0...v0.17.0) (2025-10-10) ### ⚠ BREAKING CHANGES * **tools/bigquery-get-table-info:** add allowed dataset support ([#1093](#1093)) * **tool/bigquery-list-dataset-ids:** add allowed datasets support ([#1573](#1573)) ### Features * Add configs and workflows for docs versioning ([#1611](#1611)) ([21ac98b](21ac98b)) * Add metadata in MCP Manifest for Toolbox auth ([#1395](#1395)) ([0b3dac4](0b3dac4)) * Add program name to MySQL connections ([#1617](#1617)) ([c4a22b8](c4a22b8)) * **oracle:** Switch Oracle driver from godror to go-ora ([#1685](#1685)) ([8faf376](8faf376)) * **source/bigquery:** Add optional write mode config ([#1157](#1157)) ([63adc78](63adc78)) * **sources/alloydb,cloudsqlpg,cloudsqlmysql,cloudsqlmssql:** Support PSC connection ([#1686](#1686)) ([9d2bf79](9d2bf79)) * **sources/mssql:** Add app name to MSSQL ([#1620](#1620)) ([1536d1f](1536d1f)) * **sources/oracle:** Add Oracle Source and Tool ([#1456](#1456)) ([3a19a50](3a19a50)) * **tool/bigquery-list-dataset-ids:** Add allowed datasets support ([#1573](#1573)) ([1a44c67](1a44c67)) * **tools/bigquery-get-table-info:** Add allowed dataset support ([#1093](#1093)) ([acb205c](acb205c)) * **tools/dataform:** Add dataform compile tool ([#1470](#1470)) ([3be9b7b](3be9b7b)) * **tools/looker:** Add support for pulse, vacuum and analyze audit and performance functions on a Looker instance ([#1581](#1581)) ([5aed4e1](5aed4e1)) * **tools/looker:** Enable access to the Conversational Analytics API for Looker ([#1596](#1596)) ([2d5a93e](2d5a93e)) ### Bug Fixes * Added google_ml_integration extension to use alloydb ai-nl support api ([#1445](#1445)) ([dbc477a](dbc477a)) * Fix broken links ([#1625](#1625)) ([36c6584](36c6584)) * Remove duplicated build type in Dockerfile ([#1598](#1598)) ([b43c945](b43c945)) * **source/bigquery:** Allowed datasets project id issue with client oauth ([#1663](#1663)) ([f4cf486](f4cf486)) * **sources/looker:** Allow Looker to be configured without setting a Client Id or Secret ([#1496](#1496)) ([67d8221](67d8221)) * **tools/looker:** Refactor run-inline-query logic to helper function ([#1497](#1497)) ([62af39d](62af39d)) * **tools/mysql-list-tables:** Update sql query to resolve subquery scope error ([#1629](#1629)) ([94e19d8](94e19d8)) ### Miscellaneous Chores * Release 0.17.0 ([#1676](#1676)) ([7e22cb4](7e22cb4)) * Release 0.17.0 ([#1681](#1681)) ([18c92b5](18c92b5)) --- 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: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

🤖 I have created a release *beep* *boop* --- ## [0.17.0](v0.16.0...v0.17.0) (2025-10-10) ### ⚠ BREAKING CHANGES * **tools/bigquery-get-table-info:** add allowed dataset support ([#1093](#1093)) * **tool/bigquery-list-dataset-ids:** add allowed datasets support ([#1573](#1573)) ### Features * Add configs and workflows for docs versioning ([#1611](#1611)) ([21ac98b](21ac98b)) * Add metadata in MCP Manifest for Toolbox auth ([#1395](#1395)) ([0b3dac4](0b3dac4)) * Add program name to MySQL connections ([#1617](#1617)) ([c4a22b8](c4a22b8)) * **oracle:** Switch Oracle driver from godror to go-ora ([#1685](#1685)) ([8faf376](8faf376)) * **source/bigquery:** Add optional write mode config ([#1157](#1157)) ([63adc78](63adc78)) * **sources/alloydb,cloudsqlpg,cloudsqlmysql,cloudsqlmssql:** Support PSC connection ([#1686](#1686)) ([9d2bf79](9d2bf79)) * **sources/mssql:** Add app name to MSSQL ([#1620](#1620)) ([1536d1f](1536d1f)) * **sources/oracle:** Add Oracle Source and Tool ([#1456](#1456)) ([3a19a50](3a19a50)) * **tool/bigquery-list-dataset-ids:** Add allowed datasets support ([#1573](#1573)) ([1a44c67](1a44c67)) * **tools/bigquery-get-table-info:** Add allowed dataset support ([#1093](#1093)) ([acb205c](acb205c)) * **tools/dataform:** Add dataform compile tool ([#1470](#1470)) ([3be9b7b](3be9b7b)) * **tools/looker:** Add support for pulse, vacuum and analyze audit and performance functions on a Looker instance ([#1581](#1581)) ([5aed4e1](5aed4e1)) * **tools/looker:** Enable access to the Conversational Analytics API for Looker ([#1596](#1596)) ([2d5a93e](2d5a93e)) ### Bug Fixes * Added google_ml_integration extension to use alloydb ai-nl support api ([#1445](#1445)) ([dbc477a](dbc477a)) * Fix broken links ([#1625](#1625)) ([36c6584](36c6584)) * Remove duplicated build type in Dockerfile ([#1598](#1598)) ([b43c945](b43c945)) * **source/bigquery:** Allowed datasets project id issue with client oauth ([#1663](#1663)) ([f4cf486](f4cf486)) * **sources/looker:** Allow Looker to be configured without setting a Client Id or Secret ([#1496](#1496)) ([67d8221](67d8221)) * **tools/looker:** Refactor run-inline-query logic to helper function ([#1497](#1497)) ([62af39d](62af39d)) * **tools/mysql-list-tables:** Update sql query to resolve subquery scope error ([#1629](#1629)) ([94e19d8](94e19d8)) ### Miscellaneous Chores * Release 0.17.0 ([#1676](#1676)) ([7e22cb4](7e22cb4)) * Release 0.17.0 ([#1681](#1681)) ([18c92b5](18c92b5)) --- 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: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> de19d52

🤖 I have created a release *beep* *boop* --- ## [0.17.0](googleapis/mcp-toolbox@v0.16.0...v0.17.0) (2025-10-10) ### ⚠ BREAKING CHANGES * **tools/bigquery-get-table-info:** add allowed dataset support ([googleapis#1093](googleapis#1093)) * **tool/bigquery-list-dataset-ids:** add allowed datasets support ([googleapis#1573](googleapis#1573)) ### Features * Add configs and workflows for docs versioning ([googleapis#1611](googleapis#1611)) ([21ac98b](googleapis@21ac98b)) * Add metadata in MCP Manifest for Toolbox auth ([googleapis#1395](googleapis#1395)) ([0b3dac4](googleapis@0b3dac4)) * Add program name to MySQL connections ([googleapis#1617](googleapis#1617)) ([c4a22b8](googleapis@c4a22b8)) * **oracle:** Switch Oracle driver from godror to go-ora ([googleapis#1685](googleapis#1685)) ([8faf376](googleapis@8faf376)) * **source/bigquery:** Add optional write mode config ([googleapis#1157](googleapis#1157)) ([63adc78](googleapis@63adc78)) * **sources/alloydb,cloudsqlpg,cloudsqlmysql,cloudsqlmssql:** Support PSC connection ([googleapis#1686](googleapis#1686)) ([9d2bf79](googleapis@9d2bf79)) * **sources/mssql:** Add app name to MSSQL ([googleapis#1620](googleapis#1620)) ([1536d1f](googleapis@1536d1f)) * **sources/oracle:** Add Oracle Source and Tool ([googleapis#1456](googleapis#1456)) ([3a19a50](googleapis@3a19a50)) * **tool/bigquery-list-dataset-ids:** Add allowed datasets support ([googleapis#1573](googleapis#1573)) ([1a44c67](googleapis@1a44c67)) * **tools/bigquery-get-table-info:** Add allowed dataset support ([googleapis#1093](googleapis#1093)) ([acb205c](googleapis@acb205c)) * **tools/dataform:** Add dataform compile tool ([googleapis#1470](googleapis#1470)) ([3be9b7b](googleapis@3be9b7b)) * **tools/looker:** Add support for pulse, vacuum and analyze audit and performance functions on a Looker instance ([googleapis#1581](googleapis#1581)) ([5aed4e1](googleapis@5aed4e1)) * **tools/looker:** Enable access to the Conversational Analytics API for Looker ([googleapis#1596](googleapis#1596)) ([2d5a93e](googleapis@2d5a93e)) ### Bug Fixes * Added google_ml_integration extension to use alloydb ai-nl support api ([googleapis#1445](googleapis#1445)) ([dbc477a](googleapis@dbc477a)) * Fix broken links ([googleapis#1625](googleapis#1625)) ([36c6584](googleapis@36c6584)) * Remove duplicated build type in Dockerfile ([googleapis#1598](googleapis#1598)) ([b43c945](googleapis@b43c945)) * **source/bigquery:** Allowed datasets project id issue with client oauth ([googleapis#1663](googleapis#1663)) ([f4cf486](googleapis@f4cf486)) * **sources/looker:** Allow Looker to be configured without setting a Client Id or Secret ([googleapis#1496](googleapis#1496)) ([67d8221](googleapis@67d8221)) * **tools/looker:** Refactor run-inline-query logic to helper function ([googleapis#1497](googleapis#1497)) ([62af39d](googleapis@62af39d)) * **tools/mysql-list-tables:** Update sql query to resolve subquery scope error ([googleapis#1629](googleapis#1629)) ([94e19d8](googleapis@94e19d8)) ### Miscellaneous Chores * Release 0.17.0 ([googleapis#1676](googleapis#1676)) ([7e22cb4](googleapis@7e22cb4)) * Release 0.17.0 ([googleapis#1681](googleapis#1681)) ([18c92b5](googleapis@18c92b5)) --- 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: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> de19d52

🤖 I have created a release *beep* *boop* --- ## [0.17.0](googleapis/mcp-toolbox@v0.16.0...v0.17.0) (2025-10-10) ### ⚠ BREAKING CHANGES * **tools/bigquery-get-table-info:** add allowed dataset support ([#1093](googleapis/mcp-toolbox#1093)) * **tool/bigquery-list-dataset-ids:** add allowed datasets support ([#1573](googleapis/mcp-toolbox#1573)) ### Features * Add configs and workflows for docs versioning ([#1611](googleapis/mcp-toolbox#1611)) ([21ac98b](googleapis/mcp-toolbox@21ac98b)) * Add metadata in MCP Manifest for Toolbox auth ([#1395](googleapis/mcp-toolbox#1395)) ([0b3dac4](googleapis/mcp-toolbox@0b3dac4)) * Add program name to MySQL connections ([#1617](googleapis/mcp-toolbox#1617)) ([c4a22b8](googleapis/mcp-toolbox@c4a22b8)) * **oracle:** Switch Oracle driver from godror to go-ora ([#1685](googleapis/mcp-toolbox#1685)) ([8faf376](googleapis/mcp-toolbox@8faf376)) * **source/bigquery:** Add optional write mode config ([#1157](googleapis/mcp-toolbox#1157)) ([63adc78](googleapis/mcp-toolbox@63adc78)) * **sources/alloydb,cloudsqlpg,cloudsqlmysql,cloudsqlmssql:** Support PSC connection ([#1686](googleapis/mcp-toolbox#1686)) ([9d2bf79](googleapis/mcp-toolbox@9d2bf79)) * **sources/mssql:** Add app name to MSSQL ([#1620](googleapis/mcp-toolbox#1620)) ([1536d1f](googleapis/mcp-toolbox@1536d1f)) * **sources/oracle:** Add Oracle Source and Tool ([#1456](googleapis/mcp-toolbox#1456)) ([3a19a50](googleapis/mcp-toolbox@3a19a50)) * **tool/bigquery-list-dataset-ids:** Add allowed datasets support ([#1573](googleapis/mcp-toolbox#1573)) ([1a44c67](googleapis/mcp-toolbox@1a44c67)) * **tools/bigquery-get-table-info:** Add allowed dataset support ([#1093](googleapis/mcp-toolbox#1093)) ([acb205c](googleapis/mcp-toolbox@acb205c)) * **tools/dataform:** Add dataform compile tool ([#1470](googleapis/mcp-toolbox#1470)) ([3be9b7b](googleapis/mcp-toolbox@3be9b7b)) * **tools/looker:** Add support for pulse, vacuum and analyze audit and performance functions on a Looker instance ([#1581](googleapis/mcp-toolbox#1581)) ([5aed4e1](googleapis/mcp-toolbox@5aed4e1)) * **tools/looker:** Enable access to the Conversational Analytics API for Looker ([#1596](googleapis/mcp-toolbox#1596)) ([2d5a93e](googleapis/mcp-toolbox@2d5a93e)) ### Bug Fixes * Added google_ml_integration extension to use alloydb ai-nl support api ([#1445](googleapis/mcp-toolbox#1445)) ([dbc477a](googleapis/mcp-toolbox@dbc477a)) * Fix broken links ([#1625](googleapis/mcp-toolbox#1625)) ([36c6584](googleapis/mcp-toolbox@36c6584)) * Remove duplicated build type in Dockerfile ([#1598](googleapis/mcp-toolbox#1598)) ([b43c945](googleapis/mcp-toolbox@b43c945)) * **source/bigquery:** Allowed datasets project id issue with client oauth ([#1663](googleapis/mcp-toolbox#1663)) ([f4cf486](googleapis/mcp-toolbox@f4cf486)) * **sources/looker:** Allow Looker to be configured without setting a Client Id or Secret ([#1496](googleapis/mcp-toolbox#1496)) ([67d8221](googleapis/mcp-toolbox@67d8221)) * **tools/looker:** Refactor run-inline-query logic to helper function ([#1497](googleapis/mcp-toolbox#1497)) ([62af39d](googleapis/mcp-toolbox@62af39d)) * **tools/mysql-list-tables:** Update sql query to resolve subquery scope error ([#1629](googleapis/mcp-toolbox#1629)) ([94e19d8](googleapis/mcp-toolbox@94e19d8)) ### Miscellaneous Chores * Release 0.17.0 ([#1676](googleapis/mcp-toolbox#1676)) ([7e22cb4](googleapis/mcp-toolbox@7e22cb4)) * Release 0.17.0 ([#1681](googleapis/mcp-toolbox#1681)) ([18c92b5](googleapis/mcp-toolbox@18c92b5)) --- 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: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

drstrangelooker requested a review from a team September 29, 2025 15:04

blunderbuss-gcf Bot assigned Yuan325 Sep 29, 2025

drstrangelooker force-pushed the looker-ca branch from 09f11b4 to 541552e Compare September 29, 2025 16:35

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Comment thread docs/en/resources/tools/lookerca/lookerca-conversational-analytics.md Outdated

drstrangelooker force-pushed the looker-ca branch from 2213c3f to 697f3c2 Compare September 30, 2025 17:54

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drstrangelooker force-pushed the looker-ca branch 2 times, most recently from 8d23fbf to d73f4b8 Compare October 1, 2025 19:58

chore: missed one suggestion

fb47d7d

chore: removed reference to BigQueryTokenSource and unneeded checking…

0c08004

… of location

Merge branch 'main' into looker-ca

bf64f18

drstrangelooker added 2 commits October 2, 2025 13:14

chore: fix bad merge

743601c

docs: Add prebuilt tools

1d4ea67

Yuan325 approved these changes Oct 2, 2025

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Comment thread tests/looker/looker_integration_test.go Outdated

chore: lint

439807e

drstrangelooker merged commit 2d5a93e into main Oct 2, 2025
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drstrangelooker deleted the looker-ca branch October 2, 2025 17:45

release-please Bot mentioned this pull request Oct 2, 2025

chore(main): release 0.17.0 #1578

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release-please Bot mentioned this pull request Oct 10, 2025

chore(main): release 0.17.0 #1682

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BrewTestBot mentioned this pull request Oct 10, 2025

mcp-toolbox 0.17.0 Homebrew/homebrew-core#248594

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release-please Bot mentioned this pull request Nov 7, 2025

chore(main): release 0.19.1 #1901

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github-actions Bot mentioned this pull request Mar 12, 2026

chore(main): release 0.29.0 #2608

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