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fix(server): Add embeddingModel config initialization#2281

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duwenxin99 merged 1 commit into
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em-fix
Jan 8, 2026
Merged

fix(server): Add embeddingModel config initialization#2281
duwenxin99 merged 1 commit into
mainfrom
em-fix

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Embedding Models were only loaded in hot reload because it was not initialized properly.

@duwenxin99 duwenxin99 requested a review from a team January 8, 2026 18:25
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Summary of Changes

Hello @duwenxin99, 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 a critical configuration loading oversight where embedding models were not being initialized when the application first started. By explicitly assigning the embedding model configurations during the initial setup phase, the change guarantees that these models are available and correctly configured from the outset, improving application stability and predictability.

Highlights

  • Embedding Model Initialization: The pull request addresses an issue where embedding models were not properly initialized on application startup, leading to them only being loaded during hot reload events. This fix ensures they are loaded correctly from the initial configuration.

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@duwenxin99 duwenxin99 changed the title fix: Add embeddingModel config initialization fix(server): Add embeddingModel config initialization Jan 8, 2026

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Code Review

This pull request correctly addresses a bug where embedding models were not being initialized on startup. The fix is simple and effective, adding the missing line to populate EmbeddingModelConfigs in the server configuration. This ensures that embedding models are available from the start, not just after a hot reload. The change is well-placed and follows the existing code structure. Excellent fix!

@duwenxin99 duwenxin99 added the release candidate Use label to signal PR should be included in the next release. label Jan 8, 2026
@duwenxin99 duwenxin99 merged commit a779975 into main Jan 8, 2026
14 checks passed
@duwenxin99 duwenxin99 deleted the em-fix branch January 8, 2026 18:58
Yuan325 added a commit that referenced this pull request Jan 8, 2026
🤖 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
🤖 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
github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Jan 8, 2026
🤖 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
🤖 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
🤖 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
Embedding Models were only loaded in hot reload because it was not
initialized properly.
rahulpinto19 pushed a commit that referenced this pull request Jan 9, 2026
🤖 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
🤖 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
🤖 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
🤖 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
)

Embedding Models were only loaded in hot reload because it was not
initialized properly.
divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
🤖 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
)

Embedding Models were only loaded in hot reload because it was not
initialized properly.
divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request Jan 9, 2026
🤖 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
🤖 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
🤖 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
)

Embedding Models were only loaded in hot reload because it was not
initialized properly.
vinodhinic pushed a commit to vinodhinic/genai-toolbox that referenced this pull request Jan 14, 2026
🤖 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
)

Embedding Models were only loaded in hot reload because it was not
initialized properly.
mahlevanshika pushed a commit to mahlevanshika/genai-toolbox that referenced this pull request Jan 22, 2026
🤖 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
🤖 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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