…ype. (#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes #1792

Co-authored-by: Averi Kitsch <akitsch@google.com> a8e98dc

…ype. (#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes #1792

Co-authored-by: Averi Kitsch <akitsch@google.com> a8e98dc

…ype. (googleapis#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes googleapis#1792

Co-authored-by: Averi Kitsch <akitsch@google.com> a8e98dc

…ype. (googleapis#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes googleapis#1792

Co-authored-by: Averi Kitsch <akitsch@google.com> a8e98dc

)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes #1792

Co-authored-by: Averi Kitsch <akitsch@google.com>

…ype. (googleapis#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes googleapis#1792

Co-authored-by: Averi Kitsch <akitsch@google.com> a8e98dc

…ype. (googleapis#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes googleapis#1792

Co-authored-by: Averi Kitsch <akitsch@google.com> a8e98dc

…ogleapis#1818)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes googleapis#1792

Co-authored-by: Averi Kitsch <akitsch@google.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>

🤖 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](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/genai-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*
---

##
[0.19.0](googleapis/genai-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](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/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/genai-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

)

## Description

### This PR introduces a new excludedValues field for tool parameters,
enhancing validation capabilities.

This change introduces a new excludedValues field for tool parameters.
This field allows developers to specify a list of values that are not
allowed for a parameter.
The excludedValues field supports both exact value matching and regular
expression matching.

The changes include:
- Updating the tool parameter documentation to include the
excludedValues field.
- Adding the excludedValues field to the CommonParameter struct.
- Implementing the logic to check for excluded values in the Parse
method of each parameter type.
- Updating the MatchStringOrRegex function to support non-string inputs
by converting them to strings before regex matching. This makes the
allowedValues and excludedValues checks more robust.
- Adding unit tests for allowedValues to verify the MatchStringOrRegex
change on parameters.
- Adding unit tests to verify the excludedValues functionality.

## PR Checklist

- [x] Make sure you reviewed
CONTRIBUTING.md
(httpshttps://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)
- [ ] Make sure to add ! if this involve a breaking change

🛠️ Fixes #1792

Co-authored-by: Averi Kitsch <akitsch@google.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>

🤖 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>