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fix(tools/alloydbainl): only add psv when NL Config Param is defined#2265

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alloydbainl-psv
Jan 8, 2026
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fix(tools/alloydbainl): only add psv when NL Config Param is defined#2265
Yuan325 merged 3 commits into
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alloydbainl-psv

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@Yuan325 Yuan325 commented Jan 6, 2026 •
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Description

PSV should only be required when when it is needed. Currently, we require psv even whenever user uses AlloyDB AI NL tool. This is due to the statement that we use to execute nl query.

This PR modified the statement query to only utilize param_names and param_values when needed.

Manually tested with a db that does not have psv installed.

🛠️ Fixes #1970

@Yuan325 Yuan325 requested a review from a team January 6, 2026 22:34
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Summary of Changes

Hello @Yuan325, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request resolves an issue where the AlloyDB AI Natural Language (NL) tool would always require Parameter-Sensitive Values (PSV), even when no NL Configuration Parameters were specified. The change optimizes the SQL query generation by conditionally including the param_names and param_values arguments in the execute_nl_query function call, ensuring that PSV is only requested when truly needed, thereby streamlining the tool's operation.

Highlights

  • Conditional PSV Inclusion: The pull request modifies the AlloyDB AI NL tool to only include param_names and param_values in the execute_nl_query SQL statement when NL Config Parameters are actually defined. This prevents unnecessary PSV (Parameter-Sensitive Values) requirements.
  • Optimized SQL Statement Generation: The logic for constructing the SQL query has been refactored to dynamically generate two different statement formats: one that includes param_names and param_values when parameters exist, and another simpler format when no parameters are present.

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Code Review

This pull request correctly modifies the SQL statement generation to only include param_names and param_values when parameters are present, which fixes the described issue. I've included one suggestion to refactor the new code block for improved conciseness and to remove a redundant function call.

Comment thread internal/tools/alloydbainl/alloydbainl.go
@Yuan325 Yuan325 enabled auto-merge (squash) January 8, 2026 21:31
@Yuan325 Yuan325 merged commit ef8f3b0 into main Jan 8, 2026
12 checks passed
@Yuan325 Yuan325 deleted the alloydbainl-psv branch January 8, 2026 21:52
@release-please release-please Bot mentioned this pull request Jan 8, 2026
Merged
Yuan325 added a commit that referenced this pull request Jan 8, 2026
@release-please @Yuan325
chore(main): release 0.25.0 (#2218)
41b518b 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([#2121](#2121))
([9c62f31](9c62f31))
* Add `allowed-hosts` flag
([#2254](#2254))
([17b41f6](17b41f6))
* Add parameter default value to manifest
([#2264](#2264))
([9d1feca](9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([#858](#858))
([b706b5b](b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([#2202](#2202))
([731a32e](731a32e))
* **sources/bigquery:** Make credentials scope configurable
([#2210](#2210))
([a450600](a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([#2155](#2155))
([4a4cf1e](4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([#2245](#2245))
([eb79339](eb79339))
* **tools/postgressql:** Add tool to list store procedure
([#2156](#2156))
([cf0fc51](cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([#2151](#2151))
([17b70cc](17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([#2281](#2281))
([a779975](a779975))
* **sources/cloudgda:** Add import for cloudgda source
([#2217](#2217))
([7daa411](7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([#2228](#2228))
([7053fbb](7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([#2265](#2265))
([ef8f3b0](ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([#2231](#2231))
([268700b](268700b))

---
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>
github-actions Bot pushed a commit that referenced this pull request Jan 8, 2026
@Yuan325 @release-please
deploy: chore(main): release 0.25.0 (#2218)
8049f92 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([#2121](#2121))
([9c62f31](9c62f31))
* Add `allowed-hosts` flag
([#2254](#2254))
([17b41f6](17b41f6))
* Add parameter default value to manifest
([#2264](#2264))
([9d1feca](9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([#858](#858))
([b706b5b](b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([#2202](#2202))
([731a32e](731a32e))
* **sources/bigquery:** Make credentials scope configurable
([#2210](#2210))
([a450600](a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([#2155](#2155))
([4a4cf1e](4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([#2245](#2245))
([eb79339](eb79339))
* **tools/postgressql:** Add tool to list store procedure
([#2156](#2156))
([cf0fc51](cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([#2151](#2151))
([17b70cc](17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([#2281](#2281))
([a779975](a779975))
* **sources/cloudgda:** Add import for cloudgda source
([#2217](#2217))
([7daa411](7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([#2228](#2228))
([7053fbb](7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([#2265](#2265))
([ef8f3b0](ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([#2231](#2231))
([268700b](268700b))

---
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> 41b518b
@BrewTestBot BrewTestBot mentioned this pull request Jan 8, 2026
Merged
github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Jan 8, 2026
@pull @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
4b7dd44 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
github-actions Bot pushed a commit to azaj01/genai-toolbox that referenced this pull request Jan 9, 2026
@azaj01 @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
ca1b4fc 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
github-actions Bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request Jan 9, 2026
@renovate-bot @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
635e4e9 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
rahulpinto19 pushed a commit that referenced this pull request Jan 9, 2026
@Yuan325 @rahulpinto19
fix(tools/alloydbainl): only add psv when NL Config Param is defined (#…
0cfac29 
…2265)

## Description

PSV should only be required when when it is needed. Currently, we
require psv even whenever user uses AlloyDB AI NL tool. This is due to
the statement that we use to execute nl query.

This PR modified the statement query to only utilize `param_names` and
`param_values` when needed.

Manually tested with a db that does not have psv installed.

🛠️ Fixes #1970
rahulpinto19 pushed a commit that referenced this pull request Jan 9, 2026
@release-please @Yuan325 @rahulpinto19
chore(main): release 0.25.0 (#2218)
be7560f 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([#2121](#2121))
([9c62f31](9c62f31))
* Add `allowed-hosts` flag
([#2254](#2254))
([17b41f6](17b41f6))
* Add parameter default value to manifest
([#2264](#2264))
([9d1feca](9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([#858](#858))
([b706b5b](b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([#2202](#2202))
([731a32e](731a32e))
* **sources/bigquery:** Make credentials scope configurable
([#2210](#2210))
([a450600](a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([#2155](#2155))
([4a4cf1e](4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([#2245](#2245))
([eb79339](eb79339))
* **tools/postgressql:** Add tool to list store procedure
([#2156](#2156))
([cf0fc51](cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([#2151](#2151))
([17b70cc](17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([#2281](#2281))
([a779975](a779975))
* **sources/cloudgda:** Add import for cloudgda source
([#2217](#2217))
([7daa411](7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([#2228](#2228))
([7053fbb](7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([#2265](#2265))
([ef8f3b0](ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([#2231](#2231))
([268700b](268700b))

---
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>
github-actions Bot pushed a commit to SaxenaAnushka102/genai-toolbox that referenced this pull request Jan 9, 2026
@SaxenaAnushka102 @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
034bd10 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
github-actions Bot pushed a commit to Ganga4060/genai-toolbox that referenced this pull request Jan 9, 2026
@Ganga4060 @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
9d3938e 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
github-actions Bot pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
@divitwork @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
e430249 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
@Yuan325 @divitwork
fix(tools/alloydbainl): only add psv when NL Config Param is defined (g…
269db00 
…oogleapis#2265)

## Description

PSV should only be required when when it is needed. Currently, we
require psv even whenever user uses AlloyDB AI NL tool. This is due to
the statement that we use to execute nl query.

This PR modified the statement query to only utilize `param_names` and
`param_values` when needed.

Manually tested with a db that does not have psv installed.

🛠️ Fixes googleapis#1970
divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
@release-please @Yuan325 @divitwork
chore(main): release 0.25.0 (googleapis#2218)
b3e38bf 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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>
divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
@Yuan325 @divitwork
fix(tools/alloydbainl): only add psv when NL Config Param is defined (g…
d2ef660 
…oogleapis#2265)

## Description

PSV should only be required when when it is needed. Currently, we
require psv even whenever user uses AlloyDB AI NL tool. This is due to
the statement that we use to execute nl query.

This PR modified the statement query to only utilize `param_names` and
`param_values` when needed.

Manually tested with a db that does not have psv installed.

🛠️ Fixes googleapis#1970
divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
@release-please @Yuan325 @divitwork
chore(main): release 0.25.0 (googleapis#2218)
32071e9 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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>
github-actions Bot pushed a commit to CrazyForks/genai-toolbox that referenced this pull request Jan 9, 2026
@pull @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
64ed979 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
github-actions Bot pushed a commit to bhardwajRahul/genai-toolbox that referenced this pull request Jan 10, 2026
@pull @release-please
deploy: chore(main): release 0.25.0 (googleapis#2218)
d2442b1 
🤖 I have created a release *beep* *boop*
---

##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)

### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))

### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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> 41b518b
vinodhinic pushed a commit to vinodhinic/genai-toolbox that referenced this pull request Jan 14, 2026
@Yuan325 @vinodhinic-google
fix(tools/alloydbainl): only add psv when NL Config Param is defined (g…
f1b7b49 
…oogleapis#2265)

## Description

PSV should only be required when when it is needed. Currently, we
require psv even whenever user uses AlloyDB AI NL tool. This is due to
the statement that we use to execute nl query.

This PR modified the statement query to only utilize `param_names` and
`param_values` when needed.

Manually tested with a db that does not have psv installed.

🛠️ Fixes googleapis#1970
vinodhinic pushed a commit to vinodhinic/genai-toolbox that referenced this pull request Jan 14, 2026
@release-please @Yuan325 @vinodhinic-google
chore(main): release 0.25.0 (googleapis#2218)
5805853 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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>
mahlevanshika pushed a commit to mahlevanshika/genai-toolbox that referenced this pull request Jan 22, 2026
@Yuan325 @mahlevanshika
fix(tools/alloydbainl): only add psv when NL Config Param is defined (g…
0371a83 
…oogleapis#2265)

## Description

PSV should only be required when when it is needed. Currently, we
require psv even whenever user uses AlloyDB AI NL tool. This is due to
the statement that we use to execute nl query.

This PR modified the statement query to only utilize `param_names` and
`param_values` when needed.

Manually tested with a db that does not have psv installed.

🛠️ Fixes googleapis#1970
mahlevanshika pushed a commit to mahlevanshika/genai-toolbox that referenced this pull request Jan 22, 2026
@release-please @Yuan325 @mahlevanshika
chore(main): release 0.25.0 (googleapis#2218)
e078243 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([googleapis#2121](googleapis#2121))
([9c62f31](googleapis@9c62f31))
* Add `allowed-hosts` flag
([googleapis#2254](googleapis#2254))
([17b41f6](googleapis@17b41f6))
* Add parameter default value to manifest
([googleapis#2264](googleapis#2264))
([9d1feca](googleapis@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([googleapis#858](googleapis#858))
([b706b5b](googleapis@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([googleapis#2202](googleapis#2202))
([731a32e](googleapis@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([googleapis#2210](googleapis#2210))
([a450600](googleapis@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([googleapis#2155](googleapis#2155))
([4a4cf1e](googleapis@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([googleapis#2245](googleapis#2245))
([eb79339](googleapis@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([googleapis#2156](googleapis#2156))
([cf0fc51](googleapis@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([googleapis#2151](googleapis#2151))
([17b70cc](googleapis@17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([googleapis#2281](googleapis#2281))
([a779975](googleapis@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([googleapis#2217](googleapis#2217))
([7daa411](googleapis@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([googleapis#2228](googleapis#2228))
([7053fbb](googleapis@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([googleapis#2265](googleapis#2265))
([ef8f3b0](googleapis@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([googleapis#2231](googleapis#2231))
([268700b](googleapis@268700b))

---
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>
NightStack15 added a commit to NightStack15/googleapis-_-genai-toolbox that referenced this pull request Mar 20, 2026
@NightStack15 @release-please @Yuan325
chore(main): release 0.25.0 (#2218)
435b6be 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([#2121](googleapis/mcp-toolbox#2121))
([9c62f31](googleapis/mcp-toolbox@9c62f31))
* Add `allowed-hosts` flag
([#2254](googleapis/mcp-toolbox#2254))
([17b41f6](googleapis/mcp-toolbox@17b41f6))
* Add parameter default value to manifest
([#2264](googleapis/mcp-toolbox#2264))
([9d1feca](googleapis/mcp-toolbox@9d1feca))
* **snowflake:** Add Snowflake Source and Tools
([#858](googleapis/mcp-toolbox#858))
([b706b5b](googleapis/mcp-toolbox@b706b5b))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([#2202](googleapis/mcp-toolbox#2202))
([731a32e](googleapis/mcp-toolbox@731a32e))
* **sources/bigquery:** Make credentials scope configurable
([#2210](googleapis/mcp-toolbox#2210))
([a450600](googleapis/mcp-toolbox@a450600))
* **sources/trino:** Add ssl verification options and fix docs example
([#2155](googleapis/mcp-toolbox#2155))
([4a4cf1e](googleapis/mcp-toolbox@4a4cf1e))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([#2245](googleapis/mcp-toolbox#2245))
([eb79339](googleapis/mcp-toolbox@eb79339))
* **tools/postgressql:** Add tool to list store procedure
([#2156](googleapis/mcp-toolbox#2156))
([cf0fc51](googleapis/mcp-toolbox@cf0fc51))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([#2151](googleapis/mcp-toolbox#2151))
([17b70cc](googleapis/mcp-toolbox@17b70cc))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([#2281](googleapis/mcp-toolbox#2281))
([a779975](googleapis/mcp-toolbox@a779975))
* **sources/cloudgda:** Add import for cloudgda source
([#2217](googleapis/mcp-toolbox#2217))
([7daa411](googleapis/mcp-toolbox@7daa411))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([#2228](googleapis/mcp-toolbox#2228))
([7053fbb](googleapis/mcp-toolbox@7053fbb))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([#2265](googleapis/mcp-toolbox#2265))
([ef8f3b0](googleapis/mcp-toolbox@ef8f3b0))
* **tools/looker:** Looker client OAuth nil pointer error
([#2231](googleapis/mcp-toolbox#2231))
([268700b](googleapis/mcp-toolbox@268700b))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
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AlloyDB AI NL tool shouldn't require PSV extension

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