1367 Commits

Author SHA1 Message Date
Anubhav Dhawan
624d06e7ba docs: Fix binary install commands for windows users (#2012)
This PR updates the documentation to fix installation commands
compatible with the standard Windows Command Prompt (`cmd.exe`). Earlier
it was targeted towards Powershell, which might not be used by many
users using a Windows machine.
2025-11-21 10:01:57 -08:00
Mend Renovate
9f27134918 chore(deps): update dependency langgraph to v1.0.3 (#1817)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [langgraph](https://redirect.github.com/langchain-ai/langgraph)
([source](https://redirect.github.com/langchain-ai/langgraph/tree/HEAD/libs/langgraph),
[changelog](https://redirect.github.com/langchain-ai/langgraph/releases))
| `==1.0.1` -> `==1.0.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langgraph/1.0.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langgraph/1.0.1/1.0.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>langchain-ai/langgraph (langgraph)</summary>

###
[`v1.0.3`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.3)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.2...1.0.3)

Changes since 1.0.2

- chore: langgraph patch release
([#&#8203;6429](https://redirect.github.com/langchain-ai/langgraph/issues/6429))
- feat(docs): warn that `StateGraph` is a builder class
([#&#8203;6417](https://redirect.github.com/langchain-ai/langgraph/issues/6417))
- fix(docs): `PartialState` rendering in MkDocs
([#&#8203;6416](https://redirect.github.com/langchain-ai/langgraph/issues/6416))
- fix(docs): synchronize `invoke` and `ainvoke` docstrings
([#&#8203;6415](https://redirect.github.com/langchain-ai/langgraph/issues/6415))
- fix(docs): synchronize `stream` and `astream` docstrings
([#&#8203;6414](https://redirect.github.com/langchain-ai/langgraph/issues/6414))
- docs(langgraph): Fix docstring code examples of task function
([#&#8203;6410](https://redirect.github.com/langchain-ai/langgraph/issues/6410))
- fix(langgraph): Unexpected behavior for stream\_mode sequences that
are not lists
([#&#8203;6354](https://redirect.github.com/langchain-ai/langgraph/issues/6354))
- fix: fix previoius edge cases such as 0
([#&#8203;6379](https://redirect.github.com/langchain-ai/langgraph/issues/6379))
- fix(langgraph): export REMOVE\_ALL\_MESSAGES in **all** to fix linting
([#&#8203;6375](https://redirect.github.com/langchain-ai/langgraph/issues/6375))
- style: update docstrings to reference `StateGraph`
([#&#8203;6308](https://redirect.github.com/langchain-ai/langgraph/issues/6308))
- docs(langgraph): update streaming guide links
([#&#8203;6314](https://redirect.github.com/langchain-ai/langgraph/issues/6314))
- chore: add `pyproject.toml` links
([#&#8203;6364](https://redirect.github.com/langchain-ai/langgraph/issues/6364))
- docs(langgraph): Fix typo in docstring of PregelLoop.tick
([#&#8203;6407](https://redirect.github.com/langchain-ai/langgraph/issues/6407))
- chore(checkpoint-postgres): bump to 3.0.1
([#&#8203;6402](https://redirect.github.com/langchain-ai/langgraph/issues/6402))
- fix(langgraph): do not apply pending writes when updating state
([#&#8203;6389](https://redirect.github.com/langchain-ai/langgraph/issues/6389))
- chore: update ormsgpack minbound and add OPT\_REPLACE\_SURROGATES
([#&#8203;6395](https://redirect.github.com/langchain-ai/langgraph/issues/6395))
- release(cli): 0.4.7 expand api bounds
([#&#8203;6390](https://redirect.github.com/langchain-ai/langgraph/issues/6390))
- chore: style fixes for refs
([#&#8203;6365](https://redirect.github.com/langchain-ai/langgraph/issues/6365))

###
[`v1.0.2`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.2)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.1...1.0.2)

Changes since 0.6.11

- chore: bump prebuilt dep for lg
([#&#8203;6361](https://redirect.github.com/langchain-ai/langgraph/issues/6361))
- chore: port tool node improvements back to langgraph
([#&#8203;6321](https://redirect.github.com/langchain-ai/langgraph/issues/6321))
- chore: bump core dep for prebuilt
([#&#8203;6323](https://redirect.github.com/langchain-ai/langgraph/issues/6323))
- fix(langgraph): dont persist UntrackedValue
([#&#8203;6316](https://redirect.github.com/langchain-ai/langgraph/issues/6316))
- feat(langgraph): add Overwrite to bypass reducer
([#&#8203;6286](https://redirect.github.com/langchain-ai/langgraph/issues/6286))
- fix: replace `python.langchain` links with new `docs.langchain`
([#&#8203;6352](https://redirect.github.com/langchain-ai/langgraph/issues/6352))
- release: Checkpointers 3.0
([#&#8203;6313](https://redirect.github.com/langchain-ai/langgraph/issues/6313))
- chore: Restrict "json" type deserialization
([#&#8203;6269](https://redirect.github.com/langchain-ai/langgraph/issues/6269))
- release: langgraph + langgraph-prebuilt v1.0.0
([#&#8203;6300](https://redirect.github.com/langchain-ai/langgraph/issues/6300))
- feat: adding cursory Python 3.14 support
([#&#8203;6298](https://redirect.github.com/langchain-ai/langgraph/issues/6298))
- style: fixes for ref docs
([#&#8203;6297](https://redirect.github.com/langchain-ai/langgraph/issues/6297))
- chore: release rcs for prebuilt + langgraph
([#&#8203;6296](https://redirect.github.com/langchain-ai/langgraph/issues/6296))
- chore: drop Python 3.9 (and syntax)
([#&#8203;6289](https://redirect.github.com/langchain-ai/langgraph/issues/6289))
- docs: style linting
([#&#8203;6260](https://redirect.github.com/langchain-ai/langgraph/issues/6260))
- release(langgraph): v1 working branch
([#&#8203;6093](https://redirect.github.com/langchain-ai/langgraph/issues/6093))
- fix: rename away from LangGraph Platform
([#&#8203;6281](https://redirect.github.com/langchain-ai/langgraph/issues/6281))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
again.

---

- [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check
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---

This PR was generated by [Mend Renovate](https://mend.io/renovate/).
View the [repository job
log](https://developer.mend.io/github/googleapis/genai-toolbox).

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS4xNTkuNCIsInVwZGF0ZWRJblZlciI6IjQxLjE3My4xIiwidGFyZ2V0QnJhbmNoIjoibWFpbiIsImxhYmVscyI6W119-->

---------

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-11-21 09:56:49 +00:00
Mend Renovate
baf1bd1a97 chore(deps): update dependency llama-index to v0.14.8 (#1831)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.14.6` -> `==0.14.8` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index/0.14.8?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/llama-index/0.14.6/0.14.8?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>run-llama/llama_index (llama-index)</summary>

###
[`v0.14.8`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-11-10)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.7...v0.14.8)

##### llama-index-core \[0.14.8]

- Fix ReActOutputParser getting stuck when "Answer:" contains "Action:"
([#&#8203;20098](https://redirect.github.com/run-llama/llama_index/pull/20098))
- Add buffer to image, audio, video and document blocks
([#&#8203;20153](https://redirect.github.com/run-llama/llama_index/pull/20153))
- fix(agent): Handle multi-block ChatMessage in ReActAgent
([#&#8203;20196](https://redirect.github.com/run-llama/llama_index/pull/20196))
- Fix/20209
([#&#8203;20214](https://redirect.github.com/run-llama/llama_index/pull/20214))
- Preserve Exception in ToolOutput
([#&#8203;20231](https://redirect.github.com/run-llama/llama_index/pull/20231))
- fix weird pydantic warning
([#&#8203;20235](https://redirect.github.com/run-llama/llama_index/pull/20235))

##### llama-index-embeddings-nvidia \[0.4.2]

- docs: Edit pass and update example model
([#&#8203;20198](https://redirect.github.com/run-llama/llama_index/pull/20198))

##### llama-index-embeddings-ollama \[0.8.4]

- Added a test case (no code) to check the embedding through an actual
connection to a Ollama server (after checking that the ollama server
exists)
([#&#8203;20230](https://redirect.github.com/run-llama/llama_index/pull/20230))

##### llama-index-llms-anthropic \[0.10.2]

- feat(llms/anthropic): Add support for RawMessageDeltaEvent in
streaming
([#&#8203;20206](https://redirect.github.com/run-llama/llama_index/pull/20206))
- chore: remove unsupported models
([#&#8203;20211](https://redirect.github.com/run-llama/llama_index/pull/20211))

##### llama-index-llms-bedrock-converse \[0.11.1]

- feat: integrate bedrock converse with tool call block
([#&#8203;20099](https://redirect.github.com/run-llama/llama_index/pull/20099))
- feat: Update model name extraction to include 'jp' region prefix and …
([#&#8203;20233](https://redirect.github.com/run-llama/llama_index/pull/20233))

##### llama-index-llms-google-genai \[0.7.3]

- feat: google genai integration with tool block
([#&#8203;20096](https://redirect.github.com/run-llama/llama_index/pull/20096))
- fix: non-streaming gemini tool calling
([#&#8203;20207](https://redirect.github.com/run-llama/llama_index/pull/20207))
- Add token usage information in GoogleGenAI chat additional\_kwargs
([#&#8203;20219](https://redirect.github.com/run-llama/llama_index/pull/20219))
- bug fix google genai stream\_complete
([#&#8203;20220](https://redirect.github.com/run-llama/llama_index/pull/20220))

##### llama-index-llms-nvidia \[0.4.4]

- docs: Edit pass and code example updates
([#&#8203;20200](https://redirect.github.com/run-llama/llama_index/pull/20200))

##### llama-index-llms-openai \[0.6.8]

- FixV2: Correct DocumentBlock type for OpenAI from 'input\_file' to
'file'
([#&#8203;20203](https://redirect.github.com/run-llama/llama_index/pull/20203))
- OpenAI v2 sdk support
([#&#8203;20234](https://redirect.github.com/run-llama/llama_index/pull/20234))

##### llama-index-llms-upstage \[0.6.5]

- OpenAI v2 sdk support
([#&#8203;20234](https://redirect.github.com/run-llama/llama_index/pull/20234))

##### llama-index-packs-streamlit-chatbot \[0.5.2]

- OpenAI v2 sdk support
([#&#8203;20234](https://redirect.github.com/run-llama/llama_index/pull/20234))

##### llama-index-packs-voyage-query-engine \[0.5.2]

- OpenAI v2 sdk support
([#&#8203;20234](https://redirect.github.com/run-llama/llama_index/pull/20234))

##### llama-index-postprocessor-nvidia-rerank \[0.5.1]

- docs: Edit pass
([#&#8203;20199](https://redirect.github.com/run-llama/llama_index/pull/20199))

##### llama-index-readers-web \[0.5.6]

- feat: Add ScrapyWebReader Integration
([#&#8203;20212](https://redirect.github.com/run-llama/llama_index/pull/20212))
- Update Scrapy dependency to 2.13.3
([#&#8203;20228](https://redirect.github.com/run-llama/llama_index/pull/20228))

##### llama-index-readers-whisper \[0.3.0]

- OpenAI v2 sdk support
([#&#8203;20234](https://redirect.github.com/run-llama/llama_index/pull/20234))

##### llama-index-storage-kvstore-postgres \[0.4.3]

- fix: Ensure schema creation only occurs if it doesn't already exist
([#&#8203;20225](https://redirect.github.com/run-llama/llama_index/pull/20225))

##### llama-index-tools-brightdata \[0.2.1]

- docs: add api key claim instructions
([#&#8203;20204](https://redirect.github.com/run-llama/llama_index/pull/20204))

##### llama-index-tools-mcp \[0.4.3]

- Added test case for issue 19211. No code change
([#&#8203;20201](https://redirect.github.com/run-llama/llama_index/pull/20201))

##### llama-index-utils-oracleai \[0.3.1]

- Update llama-index-core dependency to 0.12.45
([#&#8203;20227](https://redirect.github.com/run-llama/llama_index/pull/20227))

##### llama-index-vector-stores-lancedb \[0.4.2]

- fix: FTS index recreation bug on every LanceDB query
([#&#8203;20213](https://redirect.github.com/run-llama/llama_index/pull/20213))

###
[`v0.14.7`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-10-30)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.6...v0.14.7)

##### llama-index-core \[0.14.7]

- Feat/serpex tool integration
([#&#8203;20141](https://redirect.github.com/run-llama/llama_index/pull/20141))
- Fix outdated error message about setting LLM
([#&#8203;20157](https://redirect.github.com/run-llama/llama_index/pull/20157))
- Fixing some recently failing tests
([#&#8203;20165](https://redirect.github.com/run-llama/llama_index/pull/20165))
- Fix: update lock to latest workflow and fix issues
([#&#8203;20173](https://redirect.github.com/run-llama/llama_index/pull/20173))
- fix: ensure full docstring is used in FunctionTool
([#&#8203;20175](https://redirect.github.com/run-llama/llama_index/pull/20175))
- fix api docs build
([#&#8203;20180](https://redirect.github.com/run-llama/llama_index/pull/20180))

##### llama-index-embeddings-voyageai \[0.5.0]

- Updating the VoyageAI integration
([#&#8203;20073](https://redirect.github.com/run-llama/llama_index/pull/20073))

##### llama-index-llms-anthropic \[0.10.0]

- feat: integrate anthropic with tool call block
([#&#8203;20100](https://redirect.github.com/run-llama/llama_index/pull/20100))

##### llama-index-llms-bedrock-converse \[0.10.7]

- feat: Add support for Bedrock Guardrails streamProcessingMode
([#&#8203;20150](https://redirect.github.com/run-llama/llama_index/pull/20150))
- bedrock structured output optional force
([#&#8203;20158](https://redirect.github.com/run-llama/llama_index/pull/20158))

##### llama-index-llms-fireworks \[0.4.5]

- Update FireworksAI models
([#&#8203;20169](https://redirect.github.com/run-llama/llama_index/pull/20169))

##### llama-index-llms-mistralai \[0.9.0]

- feat: mistralai integration with tool call block
([#&#8203;20103](https://redirect.github.com/run-llama/llama_index/pull/20103))

##### llama-index-llms-ollama \[0.9.0]

- feat: integrate ollama with tool call block
([#&#8203;20097](https://redirect.github.com/run-llama/llama_index/pull/20097))

##### llama-index-llms-openai \[0.6.6]

- Allow setting temp of gpt-5-chat
([#&#8203;20156](https://redirect.github.com/run-llama/llama_index/pull/20156))

##### llama-index-readers-confluence \[0.5.0]

- feat(confluence): make SVG processing optional to fix pycairo install…
([#&#8203;20115](https://redirect.github.com/run-llama/llama_index/pull/20115))

##### llama-index-readers-github \[0.9.0]

- Add GitHub App authentication support
([#&#8203;20106](https://redirect.github.com/run-llama/llama_index/pull/20106))

##### llama-index-retrievers-bedrock \[0.5.1]

- Fixing some recently failing tests
([#&#8203;20165](https://redirect.github.com/run-llama/llama_index/pull/20165))

##### llama-index-tools-serpex \[0.1.0]

- Feat/serpex tool integration
([#&#8203;20141](https://redirect.github.com/run-llama/llama_index/pull/20141))
- add missing toml info
([#&#8203;20186](https://redirect.github.com/run-llama/llama_index/pull/20186))

##### llama-index-vector-stores-couchbase \[0.6.0]

- Add Hyperscale and Composite Vector Indexes support for Couchbase
vector-store
([#&#8203;20170](https://redirect.github.com/run-llama/llama_index/pull/20170))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
again.

---

- [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check
this box

---

This PR was generated by [Mend Renovate](https://mend.io/renovate/).
View the [repository job
log](https://developer.mend.io/github/googleapis/genai-toolbox).

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS4xNTkuNCIsInVwZGF0ZWRJblZlciI6IjQxLjE3My4xIiwidGFyZ2V0QnJhbmNoIjoibWFpbiIsImxhYmVscyI6W119-->

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-21 09:32:39 +00:00
Mend Renovate
9b67f7354c chore(deps): update dependency google-genai to v1.52.0 (#1840)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.47.0` -> `==1.52.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-genai/1.52.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-genai/1.47.0/1.52.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/python-genai (google-genai)</summary>

###
[`v1.52.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1520-2025-11-21)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.51.0...v1.52.0)

##### Features

- Add support for configuring resource scope when using base\_url
([a3e0859](a3e0859b67))

##### Bug Fixes

- `TypeError: issubclass() arg 1 must be a class` when using`List[str]`
for `contents`
([c624d7e](c624d7e570))
- Create new aiohttp Client Session if loop is closed
([1dc35ea](1dc35ea7ab))

###
[`v1.51.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1510-2025-11-18)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.50.1...v1.51.0)

##### Features

- Add a pre-validation hook to warn about Pydantic model type
mismatches.
([f7af6ef](f7af6ef697))
- Add display name to FunctionResponseBlob
([52906d5](52906d513f))
- Add display name to FunctionResponseFileData
([7c39f70](7c39f70263))
- Add generate\_content\_config.thinking\_level
([30b00db](30b00dbad1))
- Add image output options to ImageConfig for Vertex
([014aaad](014aaad624))
- Add part.media\_resolution
([30b00db](30b00dbad1))
- Support Function call argument streaming for all languages
([9b2ca50](9b2ca50d51))

##### Bug Fixes

- Only log warnings once for accessors in GenerateContentResponse and
LiveServerMessage
([eec841e](eec841e6a3))

##### Documentation

- Remove gemini 2 below model reference
([c42ddff](c42ddff06c))
- Update sample code to use gemini 2 or above
([d48bbba](d48bbba5f8))
- Update Veo and Imagen model id in README
([5c69122](5c69122739))

###
[`v1.50.1`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1501-2025-11-13)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.50.0...v1.50.1)

##### Bug Fixes

- Do not use ADC if passing a base\_url, no project, no location
([a00b67a](a00b67a961))
- Ensure the custom httpx client and async client won't be closed
automatically
([9a9fa3c](9a9fa3c95e))

###
[`v1.50.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1500-2025-11-12)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.49.0...v1.50.0)

##### Features

- Use pytest-xdist for test parallelization
([6ff82fc](6ff82fca9e))

##### Bug Fixes

- Add missing fields to the model types
([4b855e6](4b855e6215))
- Don't generate warnings from response.text property because of
thought\_signature.
([dd9360d](dd9360d21d))
- Fix base\_steps parameter for recontext\_image
([d94077b](d94077bdee))
- Fix file\_search\_stores.documents pagination
([8d40d48](8d40d48d9a))
- Fix models.list() filter parameter
([7fa1e41](7fa1e41580))
- Handle SSE error message types properly in streaming
([72afa50](72afa50eb2))
- Roll back a breaking change to the import system
([8674003](86740033fb))

##### Documentation

- Log Schema.json\_schema and Schema.from\_json\_schema only once
([517300c](517300caab))
- Regenerate docs for 1.49.0
([74b680a](74b680adfd))

###
[`v1.49.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1490-2025-11-05)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.48.0...v1.49.0)

##### Features

- Add complete stats to BatchJob
([b211466](b211466644))
- Add FileSearch tool and associated FileSearchStore management APIs
([2e2a78d](2e2a78d202))
- Add FileSearch tool and associated FileSearchStore management APIs
([7370d24](7370d24899))
- Add image\_size to ImageConfig (Early Access Program)
([81c027c](81c027c937))
- Make genai.Part constructible from PartUnionDict.
([7526e4d](7526e4de84))

##### Bug Fixes

- Raise errors during file upload.
([946a17e](946a17e0a9))
- Use duck type in t\_part transformer
([be82981](be82981afe))

##### Documentation

- Log deprecation waring to Schema.from\_json\_schema method and
Schema.json\_schema method
([856789a](856789a7a7))
- Regenerate docs for 1.48.0
([004d238](004d238b4f))
- Update log message in Schema.json\_schema and
Schema.from\_json\_schema methods
([5bf69e5](5bf69e55f1))

###
[`v1.48.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1480-2025-11-03)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.47.0...v1.48.0)

##### Features

- Added phish filtering feature.
([a9297b7](a9297b747e))
- Drop support for Python 3.9 - EOL
([b542082](b54208200e))

##### Bug Fixes

- Append the current model chunk to contents in async streaming
([7c5cf56](7c5cf56ef1))
- Disable AFC when there are incompatible tool presented.
([ce13aef](ce13aefa42))
- Offload sync python tool calls to a thread when used from async
context.
([f2a0782](f2a0782726))
- Only show warning log for non-text or multi-candidate fields when
response.text is accessed directly
([bf82505](bf82505c58))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-11-21 09:08:11 +00:00
Mend Renovate
60470c32dd chore(deps): update dependency toolbox-core to v0.5.3 (#1977)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[toolbox-core](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python)
([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-core/CHANGELOG.md))
| `==0.5.2` -> `==0.5.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-core/0.5.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-core/0.5.2/0.5.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/mcp-toolbox-sdk-python (toolbox-core)</summary>

###
[`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3):
toolbox-core: v0.5.3

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v0.5.2...toolbox-core-v0.5.3)

##### Miscellaneous Chores

- **ci:** Updated the toolbox server version for CI and integration
tests
([#&#8203;388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)),
([#&#8203;414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)),
([#&#8203;421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421),
[#&#8203;395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)).
- **deps:** Updated dependencies: `aiohttp` to v3.13.0
([#&#8203;389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)),
`google-auth` to v2.41.1
([#&#8203;383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)),
`isort` to v7
([#&#8203;393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)),
`pytest` to v9
([#&#8203;416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)),
and other non-major Python dependencies
([#&#8203;386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)),
([#&#8203;387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)),
([#&#8203;427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)).

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

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are satisfied.

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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-11-21 08:49:00 +00:00
Mend Renovate
89277513f0 chore(deps): update dependency toolbox-langchain to v0.5.3 (#1978)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[toolbox-langchain](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python)
([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-langchain/CHANGELOG.md))
| `==0.5.2` -> `==0.5.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-langchain/0.5.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-langchain/0.5.2/0.5.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/mcp-toolbox-sdk-python (toolbox-langchain)</summary>

###
[`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3):
toolbox-core: v0.5.3

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-langchain-v0.5.2...toolbox-langchain-v0.5.3)

##### Miscellaneous Chores

- **ci:** Updated the toolbox server version for CI and integration
tests
([#&#8203;388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)),
([#&#8203;414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)),
([#&#8203;421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421),
[#&#8203;395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)).
- **deps:** Updated dependencies: `aiohttp` to v3.13.0
([#&#8203;389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)),
`google-auth` to v2.41.1
([#&#8203;383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)),
`isort` to v7
([#&#8203;393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)),
`pytest` to v9
([#&#8203;416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)),
and other non-major Python dependencies
([#&#8203;386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)),
([#&#8203;387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)),
([#&#8203;427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)).

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-21 14:01:00 +05:30
Mend Renovate
ee10723480 chore(deps): update dependency toolbox-llamaindex to v0.5.3 (#1979)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[toolbox-llamaindex](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python)
([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-llamaindex/CHANGELOG.md))
| `==0.5.2` -> `==0.5.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-llamaindex/0.5.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-llamaindex/0.5.2/0.5.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/mcp-toolbox-sdk-python
(toolbox-llamaindex)</summary>

###
[`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3):
toolbox-core: v0.5.3

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-llamaindex-v0.5.2...toolbox-llamaindex-v0.5.3)

##### Miscellaneous Chores

- **ci:** Updated the toolbox server version for CI and integration
tests
([#&#8203;388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)),
([#&#8203;414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)),
([#&#8203;421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421),
[#&#8203;395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)).
- **deps:** Updated dependencies: `aiohttp` to v3.13.0
([#&#8203;389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)),
`google-auth` to v2.41.1
([#&#8203;383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)),
`isort` to v7
([#&#8203;393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)),
`pytest` to v9
([#&#8203;416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)),
and other non-major Python dependencies
([#&#8203;386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)),
([#&#8203;387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)),
([#&#8203;427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)).

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-21 13:42:33 +05:30
Mend Renovate
eee77ba333 chore(deps): update dependency google-adk to v1.19.0 (#1998)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-adk](https://redirect.github.com/google/adk-python)
([changelog](https://redirect.github.com/google/adk-python/blob/main/CHANGELOG.md))
| `==1.18.0` -> `==1.19.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-adk/1.19.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-adk/1.18.0/1.19.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

> [!WARNING]
> Some dependencies could not be looked up. Check the Dependency
Dashboard for more information.

---

### Release Notes

<details>
<summary>google/adk-python (google-adk)</summary>

###
[`v1.19.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1190-2025-11-19)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.18.0...v1.19.0)

##### Features

- **\[Core]**
- Add `id` and `custom_metadata` fields to `MemoryEntry`
([4dd28a3](4dd28a3970))
- Add progressive SSE streaming feature
([a5ac1d5](a5ac1d5e14))
- Add a2a\_request\_meta\_provider to RemoteAgent init
([d12468e](d12468ee5a))
- Add feature decorator for the feature registry system
([871da73](871da731f1))
- Breaking: Raise minimum Python version to 3\_10
([8402832](840283228e))
- Refactor and rename BigQuery agent analytics plugin
([6b14f88](6b14f88726))
- Pass custom\_metadata through forwarding artifact service
([c642f13](c642f13f21))
- Update save\_files\_as\_artifacts\_plugin to never keep inline data
([857de04](857de04deb))

- **\[Evals]**
- Add support for InOrder and AnyOrder match in ToolTrajectoryAvgScore
Metric
([e2d3b2d](e2d3b2d862))

- **\[Integrations]**
- Enhance BQ Plugin Schema, Error Handling, and Logging
([5ac5129](5ac5129fb0))
- Schema Enhancements with Descriptions, Partitioning, and Truncation
Indicator
([7c993b0](7c993b01d1))

- **\[Services]**
- Add file-backed artifact service
([99ca6aa](99ca6aa6e6))
- Add service factory for configurable session and artifact backends
([a12ae81](a12ae812d3))
- Add SqliteSessionService and a migration script to migrate existing DB
using DatabaseSessionService to SqliteSessionService
([e218254](e218254495))
- Add transcription fields to session events
([3ad30a5](3ad30a58f9))
- Full async implementation of DatabaseSessionService
([7495941](74959414d8))

- **\[Models]**
- Add experimental feature to use `parameters_json_schema` and
`response_json_schema` for McpTool
([1dd97f5](1dd97f5b45))
- Add support for parsing inline JSON tool calls in LiteLLM responses
([22eb7e5](22eb7e5b06))
- Expose artifact URLs to the model when available
([e3caf79](e3caf79139))

- **\[Tools]**
- Add BigQuery related label handling
([ffbab4c](ffbab4cf4e))
- Allow setting max\_billed\_bytes in BigQuery tools config
([ffbb0b3](ffbb0b37e1))
- Propagate `application_name` set for the BigQuery Tools as BigQuery
job labels
([f13a11e](f13a11e1dc))
- Set per-tool user agent in BQ calls and tool label in BQ jobs
([c0be1df](c0be1df052))

- **\[Observability]**
- Migrate BigQuery logging to Storage Write API
([a2ce34a](a2ce34a0b9))

##### Bug Fixes

- Add `jsonschema` dependency for Agent Builder config validation
([0fa7e46](0fa7e4619d))
- Add None check for `event` in `remote_a2a_agent.py`
([744f94f](744f94f0c8))
- Add vertexai initialization for code being deployed to AgentEngine
([b8e4aed](b8e4aedfbf))
- Change LiteLLM content and tool parameter handling
([a19be12](a19be12c1f))
- Change name for builder agent
([131d39c](131d39c3db))
- Ensure event compaction completes by awaiting task
([b5f5df9](b5f5df9fa8))
- Fix deploy to cloud run on Windows
([29fea7e](29fea7ec1f))
- Fix error handling when MCP server is unreachable
([ee8106b](ee8106be77))
- Fix error when query job destination is None
([0ccc43c](0ccc43cf49))
- Fix Improve logic for checking if a MCP session is disconnected
([a754c96](a754c96d3c))
- Fix McpToolset crashing with anyio.BrokenResourceError
([8e0648d](8e0648df23))
- Fix Safely handle `FunctionDeclaration` without a `required` attribute
([93aad61](93aad61198))
- Fix status code in error message in RestApiTool
([9b75456](9b754564b3))
- Fix Use `async for` to loop through event iterator to get all events
in vertex\_ai\_session\_service
([9211f4c](9211f4ce8c))
- Fix: Fixes DeprecationWarning when using send method
([2882995](2882995289))
- Improve logic for checking if a MCP session is disconnected
([a48a1a9](a48a1a9e88))
- Improve handling of partial and complete transcriptions in live calls
([1819ecb](1819ecb4b8))
- Keep vertex session event after the session update time
([0ec0195](0ec01956e8))
- Let part converters also return multiple parts so they can support
more usecases
([824ab07](824ab07212))
- Load agent/app before creating session
([236f562](236f562cd2))
- Remove app name from FileArtifactService directory structure
([12db84f](12db84f5cd))
- Remove hardcoded `google-cloud-aiplatform` version in agent engine
requirements
([e15e19d](e15e19da05))
- Stop updating write mode in the global settings during tool execution
([5adbf95](5adbf95a0a))
- Update description for `load_artifacts` tool
([c485889](c4858896ff))

##### Improvements

- Add BigQuery related label handling
([ffbab4c](ffbab4cf4e))
- Add demo for rewind
([8eb1bdb](8eb1bdbc58))
- Add debug logging for live connection
([5d5708b](5d5708b2ab))
- Add debug logging for missing function call events
([f3d6fcf](f3d6fcf444))
- Add default retry options as fall back to llm\_request that are made
during evals
([696852a](696852a280))
- Add plugin for returning GenAI Parts from tools into the model request
([116b26c](116b26c33e))
- Add support for abstract types in AFC
([2efc184](2efc184a46))
- Add support for structured output schemas in LiteLLM models
([7ea4aed](7ea4aed35b))
- Add tests for `max_query_result_rows` in BigQuery tool config
([fd33610](fd33610e96))
- Add type hints in `cleanup_unused_files.py`
([2dea573](2dea5733b7))
- Add util to build our llms.txt and llms-full.txt files
- ADK changes
([f1f4467](f1f44675e4))
- Defer import of `google.cloud.storage` in `GCSArtifactService`
([999af55](999af55880))
- Defer import of `live`, `Client` and `_transformers` in `google.genai`
([22c6dbe](22c6dbe83c))
- Enhance the messaging with possible fixes for RESOURCE\_EXHAUSTED
errors from Gemini
([b2c45f8](b2c45f8d91))
- Improve gepa tau-bench colab for external use
([e02f177](e02f177790))
- Improve gepa voter agent demo colab
([d118479](d118479ccf))
- Lazy import DatabaseSessionService in the adk/sessions/ module
([5f05749](5f057498a2))
- Move adk\_agent\_builder\_assistant to built\_in\_agents
([b2b7f2d](b2b7f2d6aa))
- Plumb memory service from LocalEvalService to EvaluationGenerator
([dc3f60c](dc3f60cc93))
- Removes the unrealistic todo comment of visibility management
([e511eb1](e511eb1f70))
- Returns agent state regardless if ctx.is\_resumable
([d6b928b](d6b928bdf7))
- Stop logging the full content of LLM blobs
([0826755](082675546f))
- Update ADK web to match main branch
([14e3802](14e3802643))
- Update agent instructions and retry limit in
`plugin_reflect_tool_retry` sample
([01bac62](01bac62f0c))
- Update conformance test CLI to handle long-running tool calls
([dd706bd](dd706bdc45))
- Update Gemini Live model names in live bidi streaming sample
([aa77834](aa77834e2e))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-11-21 12:02:31 +05:30
dishaprakash
6b0ffaa309 chore(ci): Cleanup previous workflows after documentation versioning (#1973)
## Description

This PR deletes an older Github Actions Workflow which deploys the
in-development docs to the `gh-pages` branch. This workflow is not
needed going forward as we have switched to versioned documentation in
the `versioned-gh-pages` branch

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
2025-11-21 10:25:43 +05:30
Averi Kitsch
b935193bea docs: add MCP server readme docs per database (#2004)
## Description

> Should include a concise description of the changes (bug or feature),
it's
> impact, along with a summary of the solution

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] 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
- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-20 20:08:27 -06:00
Mend Renovate
dabfad1e1c chore(deps): update dependency go to v1.25.3 (#1796)
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [go](https://go.dev/)
([source](https://redirect.github.com/golang/go)) | toolchain | patch |
`1.25.2` -> `1.25.3` |

---

### Release Notes

<details>
<summary>golang/go (go)</summary>

###
[`v1.25.3`](https://redirect.github.com/golang/go/compare/go1.25.2...go1.25.3)

</details>

---

### Configuration

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Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
2025-11-20 16:25:34 +00:00
Averi Kitsch
58d31a9f51 chore(deps): update module github.com/gocql/gocql to v2 (#1967)
## Description

> Should include a concise description of the changes (bug or feature),
it's
> impact, along with a summary of the solution

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] 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
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🛠️ Fixes #<issue_number_goes_here>

---------
2025-11-19 18:19:08 -08:00
Yuan Teoh
871514d635 chore: fix release please path for server.json file (#1996) 2025-11-19 15:30:46 -08:00
Dr. Strangelove
18017d6545 feat: support alternate accessToken header name (#1968)
## Description

This commit allows a tool to pull an alternate authorization
token from the header of the http request.

This is initially being built for the Looker integration. Looker
uses its own OAuth token. When deploying MCP Toolbox to Cloud
Run, the default token in the "Authorization" header is for
authentication with Cloud Run. An alternate token can be put into
another header by a client such as ADK or any other client that
can programatically set http headers. This token will be used
to authenticate with Looker.

If needed, other sources can use this by setting the header name
in the source config, passing it into the tool config, and returning
the header name in the Tool GetAuthTokenHeaderName() function.

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

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  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
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- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1540
2025-11-19 23:00:13 +00:00
release-please[bot]
e81dfeaff5 chore(main): release 0.21.0 (#1957)
🤖 I have created a release *beep* *boop*
---


##
[0.21.0](https://github.com/googleapis/genai-toolbox/compare/v0.20.0...v0.21.0)
(2025-11-19)


### ⚠ BREAKING CHANGES

* **tools/spanner-list-tables:** Unmarshal `object_details` json string
into map to make response have nested json
([#1894](https://github.com/googleapis/genai-toolbox/issues/1894))
([446d62a](446d62acd9))


### Features

* **tools/postgres:** Add `long_running_transactions`, `list_locks` and
`replication_stats` tools
([#1751](https://github.com/googleapis/genai-toolbox/issues/1751))
([5abad5d](5abad5d56c))


### Bug Fixes

* **tools/alloydbgetinstance:** Remove parameter duplication
([#1993](https://github.com/googleapis/genai-toolbox/issues/1993))
([0e269a1](0e269a1d12))
* **tools:** Check for query execution error for pgxpool.Pool
([#1969](https://github.com/googleapis/genai-toolbox/issues/1969))
([2bff138](2bff1384a3))

---
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>
v0.21.0
2025-11-19 13:38:09 -08:00
Yuan Teoh
02a11af350 chore: update server.json path (#1985)
In this PR, the following was updated: 
* Updated the server.json file
* Added the requirement to add an annotation to the Docker image
([here](https://github.com/modelcontextprotocol/registry/blob/9ce229d3/docs/guides/publishing/publish-server.md#requirements-3)).

```
curl --request GET \
  --url 'https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.googleapis%2Fgenai-toolbox' \
  --header 'Accept: application/json, application/problem+json'
 ```
2025-11-19 13:19:47 -08:00
Yuan Teoh
8a497a8227 chore: update hugo version (#1995)
Update hugo version for release
2025-11-19 13:03:19 -08:00
Yuan Teoh
0e269a1d12 fix(tools/alloydbgetinstance): remove parameter duplication (#1993)
## Description

Previous merge conflict caused parameter duplications

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes https://github.com/gemini-cli-extensions/alloydb/issues/97
2025-11-19 19:43:00 +00:00
Mend Renovate
b8af73fa4e chore(deps): update module github.com/firebase/genkit/go to v1.2.0 (#1982)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/firebase/genkit/go](https://redirect.github.com/firebase/genkit)
| `v1.1.0` -> `v1.2.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2ffirebase%2fgenkit%2fgo/v1.2.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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This PR was generated by [Mend Renovate](https://mend.io/renovate/).
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Co-authored-by: Anmol Shukla <shuklaanmol@google.com>
Co-authored-by: dishaprakash <57954147+dishaprakash@users.noreply.github.com>
2025-11-19 15:46:07 +05:30
Mend Renovate
8f13621e02 chore(deps): update module github.com/openai/openai-go to v3 (#1883)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/openai/openai-go](https://redirect.github.com/openai/openai-go)
| `v1.12.0` -> `v3.8.1` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2fopenai%2fopenai-go/v3.8.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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|

---

### Release Notes

<details>
<summary>openai/openai-go (github.com/openai/openai-go)</summary>

###
[`v3.8.1`](https://redirect.github.com/openai/openai-go/releases/tag/v3.8.1)

[Compare
Source](https://redirect.github.com/openai/openai-go/compare/v3.8.0...v3.8.1)

#### 3.8.1 (2025-11-04)

Full Changelog:
[v3.8.0...v3.8.1](https://redirect.github.com/openai/openai-\[go/compare/v3.8.0...v3.8.1]\(https://www.golinks.io/compare/v3.8.0...v3.8.1?trackSource=github\))

##### Bug Fixes

- **api:** fix nullability of logprobs
([b5aeb99](b5aeb999e5\)))

###
[`v3.8.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#381-2025-11-04)

[Compare
Source](https://redirect.github.com/openai/openai-go/compare/v3.7.0...v3.8.0)

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[v3.8.0...v3.8.1](https://redirect.github.com/openai/openai-go/compare/v3.8.0...v3.8.1)

##### Bug Fixes

- **api:** fix nullability of logprobs
([b5aeb99](b5aeb999e5))

###
[`v3.7.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#380-2025-11-03)

[Compare
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Full Changelog:
[v3.7.0...v3.8.0](https://redirect.github.com/openai/openai-go/compare/v3.7.0...v3.8.0)

##### Features

- **api:** Realtime API token\_limits, Hybrid searching ranking options
([9495f4a](9495f4aa72))

##### Chores

- **internal:** grammar fix (it's -> its)
([879772d](879772dc88))

###
[`v3.6.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#361-2025-10-20)

[Compare
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[v3.6.0...v3.6.1](https://redirect.github.com/openai/openai-go/compare/v3.6.0...v3.6.1)

##### Bug Fixes

- **api:** fix discriminator propertyName for ResponseFormatJsonSchema
([57b0505](57b0505361))

###
[`v3.6.0`](https://redirect.github.com/openai/openai-go/releases/tag/v3.6.0)

[Compare
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#### 3.6.0 (2025-10-20)

Full Changelog:
[v3.5.0...v3.6.0](https://redirect.github.com/openai/openai-go/compare/v3.5.0...v3.6.0)

##### Features

- **api:** Add responses.input\_tokens.count
([a43f2ce](a43f2cef13))

##### Bug Fixes

- **api:** internal openapi updates
([7ad9b02](7ad9b02d1e))

###
[`v3.5.0`](https://redirect.github.com/openai/openai-go/releases/tag/v3.5.0)

[Compare
Source](https://redirect.github.com/openai/openai-go/compare/v3.4.0...v3.5.0)

#### 3.5.0 (2025-10-17)

Full Changelog:
[v3.4.0...v3.5.0](https://redirect.github.com/openai/openai-go/compare/v3.4.0...v3.5.0)

##### Features

- **api:** api update
([1aa78dd](1aa78dda7a))

###
[`v3.4.0`](https://redirect.github.com/openai/openai-go/releases/tag/v3.4.0)

[Compare
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#### 3.4.0 (2025-10-16)

Full Changelog:
[v3.3.0...v3.4.0](https://redirect.github.com/openai/openai-go/compare/v3.3.0...v3.4.0)

##### Features

- **api:** Add support for gpt-4o-transcribe-diarize on
audio/transcriptions endpoint
([ee32400](ee32400f70))

##### Chores

- **api:** internal updates
([74c8031](74c8031304))
- **client:** undo more naming changes
([db441bc](db441bcb7f))
- **client:** undo some naming changes
([a5aa3d6](a5aa3d6e0d))

###
[`v3.3.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#340-2025-10-16)

[Compare
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Full Changelog:
[v3.3.0...v3.4.0](https://redirect.github.com/openai/openai-go/compare/v3.3.0...v3.4.0)

##### Features

- **api:** Add support for gpt-4o-transcribe-diarize on
audio/transcriptions endpoint
([ee32400](ee32400f70))

##### Chores

- **api:** internal updates
([74c8031](74c8031304))
- **client:** undo more naming changes
([db441bc](db441bcb7f))
- **client:** undo some naming changes
([a5aa3d6](a5aa3d6e0d))

###
[`v3.2.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#330-2025-10-10)

[Compare
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Full Changelog:
[v3.2.0...v3.3.0](https://redirect.github.com/openai/openai-go/compare/v3.2.0...v3.3.0)

##### Features

- **api:** comparison filter in/not in
([d6daca0](d6daca0eed))

###
[`v3.1.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#320-2025-10-06)

[Compare
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Full Changelog:
[v3.1.0...v3.2.0](https://redirect.github.com/openai/openai-go/compare/v3.1.0...v3.2.0)

##### Features

- **api:** dev day 2025 launches
([d40a768](d40a7689c7))

###
[`v3.0.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#310-2025-10-02)

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[v3.0.1...v3.1.0](https://redirect.github.com/openai/openai-go/compare/v3.0.1...v3.1.0)

##### Features

- **api:** add support for realtime calls
([565ca67](565ca67872))

###
[`v3.0.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#301-2025-10-01)

[Compare
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Full Changelog:
[v3.0.0...v3.0.1](https://redirect.github.com/openai/openai-go/compare/v3.0.0...v3.0.1)

##### Bug Fixes

- **api:** add status, approval\_request\_id to MCP tool call
([a7f95e4](a7f95e4ef4))

###
[`v2.7.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#300-2025-09-30)

[Compare
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Full Changelog:
[v2.7.1...v3.0.0](https://redirect.github.com/openai/openai-go/compare/v2.7.1...v3.0.0)

##### ⚠ BREAKING CHANGES

- **api:** `ResponseFunctionToolCallOutputItem.output` and
`ResponseCustomToolCallOutput.output` now return `string |
Array<ResponseInputText | ResponseInputImage | ResponseInputFile>`
instead of `string` only. This may break existing callsites that assume
`output` is always a string.

##### Features

- **api:** Support images and files for function call outputs in
responses, BatchUsage
([21901ef](21901ef84e))

###
[`v2.7.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#271-2025-09-29)

[Compare
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[v2.7.0...v2.7.1](https://redirect.github.com/openai/openai-go/compare/v2.7.0...v2.7.1)

##### Bug Fixes

- bugfix for setting JSON keys with special characters
([f9ae028](f9ae0283fe))

###
[`v2.6.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#270-2025-09-23)

[Compare
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[v2.6.1...v2.7.0](https://redirect.github.com/openai/openai-go/compare/v2.6.1...v2.7.0)

##### Features

- **api:** gpt-5-codex
([b0eac3e](b0eac3ed2b))

###
[`v2.6.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#261-2025-09-22)

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[v2.6.0...v2.6.1](https://redirect.github.com/openai/openai-go/compare/v2.6.0...v2.6.1)

##### Bug Fixes

- **api:** fix mcp tool name
([6de601a](6de601aa71))
- use slices.Concat instead of sometimes modifying r.Options
([7312ee7](7312ee73ef))

##### Chores

- **api:** openapi updates for conversations
([4a7d204](4a7d204a4e))
- bump minimum go version to 1.22
([8396ab5](8396ab5d91))
- do not install brew dependencies in ./scripts/bootstrap by default
([d519b81](d519b81000))
- update more docs for 1.22
([1b0514d](1b0514df95))

###
[`v2.5.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#260-2025-09-19)

[Compare
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Full Changelog:
[v2.5.0...v2.6.0](https://redirect.github.com/openai/openai-go/compare/v2.5.0...v2.6.0)

##### Features

- **api:** add reasoning\_text
([6ebf50d](6ebf50d756))

###
[`v2.4.3`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#250-2025-09-17)

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##### Features

- **api:** type updates for conversations, reasoning\_effort and results
for evals
([3e68a60](3e68a60d76))

###
[`v2.4.2`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#243-2025-09-15)

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##### Chores

- **api:** docs and spec refactoring
([e67af66](e67af66b35))

###
[`v2.4.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#242-2025-09-12)

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[v2.4.1...v2.4.2](https://redirect.github.com/openai/openai-go/compare/v2.4.1...v2.4.2)

##### Chores

- **api:** Minor docs and type updates for realtime
([d92ea48](d92ea4850f))

###
[`v2.4.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#241-2025-09-10)

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Source](https://redirect.github.com/openai/openai-go/compare/v2.3.1...v2.4.0)

Full Changelog:
[v2.4.0...v2.4.1](https://redirect.github.com/openai/openai-go/compare/v2.4.0...v2.4.1)

##### Chores

- **api:** fix realtime GA types
([012b83e](012b83e3fa))

###
[`v2.3.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#240-2025-09-08)

[Compare
Source](https://redirect.github.com/openai/openai-go/compare/v2.3.0...v2.3.1)

Full Changelog:
[v2.3.1...v2.4.0](https://redirect.github.com/openai/openai-go/compare/v2.3.1...v2.4.0)

##### Features

- **api:** ship the RealtimeGA API shape
([2b6c6db](2b6c6db63e))

###
[`v2.3.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#231-2025-09-05)

[Compare
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##### Bug Fixes

- **internal:** unmarshal correctly when there are multiple
discriminators
([98596b2](98596b2183))

###
[`v2.2.2`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#230-2025-09-03)

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##### Features

- **api:** Add gpt-realtime models
([3cf6a34](3cf6a34841))

###
[`v2.2.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#222-2025-09-02)

[Compare
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Full Changelog:
[v2.2.1...v2.2.2](https://redirect.github.com/openai/openai-go/compare/v2.2.1...v2.2.2)

##### Bug Fixes

- update url to refresh pkg.go.dev
([edf94ce](edf94ce95a))
- use release please annotations on more places
([2ff82f9](2ff82f98ae))

###
[`v2.2.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#221-2025-09-02)

[Compare
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##### Chores

- **api:** manual updates for ResponseInputAudio
([8c0ebe5](8c0ebe566f))

###
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##### Features

- **api:** Add connectors support for MCP tool
([35888bc](35888bcd26))
- **api:** add web search filters
([6f2c71d](6f2c71d4e2))
- **api:** adding support for /v1/conversations to the API
([5b7c31b](5b7c31bde9))
- **api:** realtime API updates
([130fc8e](130fc8ea5b))
- **client:** add support for verifying signatures on incoming webhooks
([f7c8dbb](f7c8dbb6b5))

##### Bug Fixes

- **azure:** compatibility with edit image endpoint
([#&#8203;477](https://redirect.github.com/openai/openai-go/issues/477))
([d156eec](d156eeca37))
- close body before retrying
([8dfed35](8dfed35f11))

##### Chores

- **internal/ci:** setup breaking change detection
([0af0cd0](0af0cd0130))
- **internal:** version bump
([3265795](3265795fff))

###
[`v2.1.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#211-2025-08-20)

[Compare
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Full Changelog:
[v2.1.0...v2.1.1](https://redirect.github.com/openai/openai-go/compare/v2.1.0...v2.1.1)

##### Chores

- **api:** accurately represent shape for verbosity on Chat Completions
([f81197b](f81197b4b0))

###
[`v2.0.2`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#210-2025-08-18)

[Compare
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Full Changelog:
[v2.0.2...v2.1.0](https://redirect.github.com/openai/openai-go/compare/v2.0.2...v2.1.0)

##### Features

- **api:** add new text parameters, expiration options
([323154c](323154ccec))

##### Documentation

- give https its missing "h" in Azure OpenAI REST API link
([#&#8203;480](https://redirect.github.com/openai/openai-go/issues/480))
([8a401c9](8a401c9eec))

###
[`v2.0.1`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#202-2025-08-09)

[Compare
Source](https://redirect.github.com/openai/openai-go/compare/v2.0.0...v2.0.1)

Full Changelog:
[v2.0.1...v2.0.2](https://redirect.github.com/openai/openai-go/compare/v2.0.1...v2.0.2)

##### Chores

- **internal:** update comment in script
([4be24de](4be24dee6a))
- update
[@&#8203;stainless-api/prism-cli](https://redirect.github.com/stainless-api/prism-cli)
to v5.15.0
([eca22af](eca22af6f1))

###
[`v2.0.0`](https://redirect.github.com/openai/openai-go/blob/HEAD/CHANGELOG.md#201-2025-08-08)

[Compare
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Full Changelog:
[v2.0.0...v2.0.1](https://redirect.github.com/openai/openai-go/compare/v2.0.0...v2.0.1)

##### Bug Fixes

- **client:** fix verbosity parameter location in Responses
([6e2e903](6e2e903e7c))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

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are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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2025-11-19 15:25:48 +05:30
dependabot[bot]
e047b35e1e chore(deps): bump glob from 10.4.5 to 10.5.0 in /docs/en/getting-started/quickstart/js/langchain (#1983)
Bumps [glob](https://github.com/isaacs/node-glob) from 10.4.5 to 10.5.0.
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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-19 09:38:17 +00:00
Twisha Bansal
dccd14cd74 ci: fix quickstart tests to use deps from package-lock.json (#1988)
## Description

> Should include a concise description of the changes (bug or feature),
it's
> impact, along with a summary of the solution

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] 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
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
2025-11-19 09:22:12 +00:00
Mend Renovate
8487c8d4cf chore(deps): update module google.golang.org/api to v0.256.0 (#1647)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[google.golang.org/api](https://redirect.github.com/googleapis/google-api-go-client)
| `v0.253.0` -> `v0.256.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/google.golang.org%2fapi/v0.256.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/google.golang.org%2fapi/v0.253.0/v0.256.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/google-api-go-client
(google.golang.org/api)</summary>

###
[`v0.256.0`](https://redirect.github.com/googleapis/google-api-go-client/releases/tag/v0.256.0)

[Compare
Source](https://redirect.github.com/googleapis/google-api-go-client/compare/v0.255.0...v0.256.0)

##### Features

- **all:** Auto-regenerate discovery clients
([#&#8203;3366](https://redirect.github.com/googleapis/google-api-go-client/issues/3366))
([997c613](997c613e70))
- **all:** Auto-regenerate discovery clients
([#&#8203;3368](https://redirect.github.com/googleapis/google-api-go-client/issues/3368))
([57e958d](57e958d220))
- **all:** Auto-regenerate discovery clients
([#&#8203;3369](https://redirect.github.com/googleapis/google-api-go-client/issues/3369))
([5d436f7](5d436f7172))
- **all:** Auto-regenerate discovery clients
([#&#8203;3370](https://redirect.github.com/googleapis/google-api-go-client/issues/3370))
([140a610](140a610ace))
- **all:** Auto-regenerate discovery clients
([#&#8203;3371](https://redirect.github.com/googleapis/google-api-go-client/issues/3371))
([39a2bc0](39a2bc07bf))

###
[`v0.255.0`](https://redirect.github.com/googleapis/google-api-go-client/releases/tag/v0.255.0)

[Compare
Source](https://redirect.github.com/googleapis/google-api-go-client/compare/v0.254.0...v0.255.0)

##### Features

- **all:** Auto-regenerate discovery clients
([#&#8203;3357](https://redirect.github.com/googleapis/google-api-go-client/issues/3357))
([430bc46](430bc4639d))
- **all:** Auto-regenerate discovery clients
([#&#8203;3359](https://redirect.github.com/googleapis/google-api-go-client/issues/3359))
([0bcacee](0bcacee13f))
- **all:** Auto-regenerate discovery clients
([#&#8203;3360](https://redirect.github.com/googleapis/google-api-go-client/issues/3360))
([c9cdcad](c9cdcadebd))
- **all:** Auto-regenerate discovery clients
([#&#8203;3361](https://redirect.github.com/googleapis/google-api-go-client/issues/3361))
([acdddcd](acdddcdc89))
- **all:** Auto-regenerate discovery clients
([#&#8203;3362](https://redirect.github.com/googleapis/google-api-go-client/issues/3362))
([040f8aa](040f8aaade))
- **all:** Auto-regenerate discovery clients
([#&#8203;3364](https://redirect.github.com/googleapis/google-api-go-client/issues/3364))
([8f13004](8f13004c10))
- **all:** Auto-regenerate discovery clients
([#&#8203;3365](https://redirect.github.com/googleapis/google-api-go-client/issues/3365))
([4ea8be0](4ea8be06ce))

###
[`v0.254.0`](https://redirect.github.com/googleapis/google-api-go-client/releases/tag/v0.254.0)

[Compare
Source](https://redirect.github.com/googleapis/google-api-go-client/compare/v0.253.0...v0.254.0)

##### Features

- **all:** Auto-regenerate discovery clients
([#&#8203;3348](https://redirect.github.com/googleapis/google-api-go-client/issues/3348))
([8e2becc](8e2becc10c))
- **all:** Auto-regenerate discovery clients
([#&#8203;3350](https://redirect.github.com/googleapis/google-api-go-client/issues/3350))
([9e07cd0](9e07cd04a1))
- **all:** Auto-regenerate discovery clients
([#&#8203;3351](https://redirect.github.com/googleapis/google-api-go-client/issues/3351))
([470f33c](470f33c232))
- **all:** Auto-regenerate discovery clients
([#&#8203;3352](https://redirect.github.com/googleapis/google-api-go-client/issues/3352))
([cff2ae6](cff2ae692e))
- **all:** Auto-regenerate discovery clients
([#&#8203;3354](https://redirect.github.com/googleapis/google-api-go-client/issues/3354))
([6b3a07f](6b3a07f3cd))
- **all:** Auto-regenerate discovery clients
([#&#8203;3355](https://redirect.github.com/googleapis/google-api-go-client/issues/3355))
([4c613b6](4c613b616c))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
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♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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View the [repository job
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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
2025-11-19 03:53:52 +00:00
Yuan Teoh
504391b60d chore: embed Config into resource for prompts (#1951)
To keep a persistent backend storage for configuration, we will have to
keep a single source of truth. This involves supporting bi-directional
conversion for Prompt and Promptsets.


This PR make the following changes:
* Separate Prompt from PromptConfig
* Embed Config in Resources (for both prompt and promptset)
* Add `ToConfig()` to extract Config from Resources (for both prompt and
promptset)
2025-11-18 16:14:11 -08:00
Yuan Teoh
88caf7344e chore(mcp-registry): temporarily move server.json to root (#1981)
## Description

Temporarily move `server.json` out from the `.registry/` folder. The
mcp-publisher library do not support the `--file` flag yet. A
[PR](https://github.com/modelcontextprotocol/registry/pull/771) was
submitted to add flags for publish subcommand.

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
2025-11-18 15:51:31 -08:00
Siddharth Ravi
5abad5d56c feat(tools/postgres): add long_running_transactions, list_locks and replication_stats tools (#1751)
Adds the following tools for Postgre
(1) long_running_transactions - reports transactions that exceed a
configured duration threshold.
(2) list_locks - lists active locks in the database, including the
associated process, lock type, relation, mode, and the query holding or
waiting on the lock.
(3) replication_stats - reports replication-related metrics for WAL
streaming replicas, including lag sizes presented in human-readable
form.

<img width="3020" height="1420" alt="image"
src="https://github.com/user-attachments/assets/e7d70063-b90c-4464-90ec-1bd810c02cac"
/>

<img width="3036" height="1374" alt="image"
src="https://github.com/user-attachments/assets/f7cf584b-ae01-455c-9c9c-acca3166a549"
/>

<img width="2682" height="868" alt="image"
src="https://github.com/user-attachments/assets/dd10646c-4521-4d8f-a111-760d6eb01249"
/>


## PR Checklist
- [Y] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [Y] 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
- [Y] Ensure the tests and linter pass
- [Y] Code coverage does not decrease (if any source code was changed)
- [Y] Appropriate docs were updated (if necessary)
- [Y] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1691 #1715

---------

Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
2025-11-18 19:23:10 +00:00
Dr. Strangelove
eddf1a3ea2 docs: fix typo run_dashbaord (#1980)
## Description

fixed a small typo

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1944
2025-11-18 19:03:16 +00:00
Yuan Teoh
2bff1384a3 fix(tools): check for query execution error for pgxpool.Pool (#1969)
## Description

Return error if there's error during query execution. AlloyDB AI NL tool
was failing query silently. When this happened, the user was just
receiving `nil` response and not informed of what the error was.

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1949
2025-11-18 10:24:03 -08:00
Anubhav Dhawan
e1c4700428 docs: Fix rendering issue with a note in the docs (#1965)
## Description

A note related to `--disable-reload` flag was not rendering properly.
This PR fixes that by removing the incorrect indentation.

## Before
<img width="1792" height="650" alt="image"
src="https://github.com/user-attachments/assets/564fce34-893e-4aa8-9da3-1401ae69188a"
/>

## After
<img width="1808" height="532" alt="image"
src="https://github.com/user-attachments/assets/ee17973f-3191-4519-8855-6389f9567926"
/>
2025-11-18 13:03:33 +05:30
Mend Renovate
3c29cade24 chore(deps): update github actions (#1964)
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [actions/checkout](https://redirect.github.com/actions/checkout) |
action | patch | `v5.0.0` -> `v5.0.1` |
| [actions/checkout](https://redirect.github.com/actions/checkout) |
action | digest | `08c6903` -> `93cb6ef` |

---

### Release Notes

<details>
<summary>actions/checkout (actions/checkout)</summary>

###
[`v5.0.1`](https://redirect.github.com/actions/checkout/compare/v5.0.0...v5.0.1)

[Compare
Source](https://redirect.github.com/actions/checkout/compare/v5.0.0...v5.0.1)

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2025-11-17 18:39:53 +00:00
dishaprakash
50ce52d2fa chore: Update blunderbuss after OOO (#1960)
## Description

Update blunderbuss to include dishaprakash after OOO

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
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  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
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🛠️ Fixes #<issue_number_goes_here>
2025-11-17 14:23:06 +05:30
gRedHeadphone
446d62acd9 fix(tools/spanner-list-tables): unmarshal object_details json string into map to make response have nested json (#1894)
## Description

Unmarshal object_details json string into map to make response have
nested json in spannerlisttables instead of nested JSON string

## PR Checklist

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
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- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1838

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-14 14:18:57 -08:00
Yuan Teoh
735cb760ea docs: update long lines and tables (#1952)
Update long lines and tables formatting in markdown doc files.
2025-11-14 20:25:49 +00:00
Mend Renovate
e5e9fb7f94 chore(deps): update module cloud.google.com/go/dataplex to v1.28.0 (#1948)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[cloud.google.com/go/dataplex](https://redirect.github.com/googleapis/google-cloud-go)
| `v1.27.1` -> `v1.28.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/cloud.google.com%2fgo%2fdataplex/v1.28.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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2025-11-14 19:58:38 +00:00
Mend Renovate
6b326ac2f3 chore(deps): pin actions/checkout action to 08c6903 (#1939)
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [actions/checkout](https://redirect.github.com/actions/checkout) |
action | pinDigest | -> `08c6903` |

---

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Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-14 19:00:49 +00:00
Yuan Teoh
62359deae5 chore(deps): update elasticsearch dependencies (#1955)
Update elastic search dependencies
2025-11-14 18:20:28 +00:00
Yuan Teoh
3ff8f533cf chore(deps): update otel dependencies (#1954)
Update OTEL semconv version.
2025-11-14 10:04:08 -08:00
manuka rahul
c858c49fd3 chore: fix links (#1914)
Fixed broken links.

---------

Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-14 05:46:47 +00:00
release-please[bot]
5156db2621 chore(main): release 0.20.0 (#1921)
🤖 I have created a release *beep* *boop*
---


##
[0.20.0](https://github.com/googleapis/genai-toolbox/compare/v0.19.1...v0.20.0)
(2025-11-14)


### Features

* Added prompt support for toolbox
([#1798](https://github.com/googleapis/genai-toolbox/issues/1798))
([cd56ea4](cd56ea44fb))
* **source/alloydb,
source/cloud-sql-postgres,source/cloud-sql-mysql,source/cloud-sql-mssql:**
Use project from env for alloydb and cloud sql control plane tools
([#1588](https://github.com/googleapis/genai-toolbox/issues/1588))
([12bdd95](12bdd95459))
* **source/mysql:** Set default host and port for MySQL source
([#1922](https://github.com/googleapis/genai-toolbox/issues/1922))
([2c228ef](2c228ef4f2))
* **source/Postgresql:** Set default host and port for Postgresql source
([#1927](https://github.com/googleapis/genai-toolbox/issues/1927))
([7e6e88a](7e6e88a21f))
* **tool/looker-generate-embed-url:** Adding generate embed url tool
([#1877](https://github.com/googleapis/genai-toolbox/issues/1877))
([ef63860](ef63860559))
* **tools/postgres:** Add `list_triggers`, `database_overview` tools for
postgres
([#1912](https://github.com/googleapis/genai-toolbox/issues/1912))
([a4c9287](a4c9287aec))
* **tools/postgres:** Add list_indexes, list_sequences tools for
postgres
([#1765](https://github.com/googleapis/genai-toolbox/issues/1765))
([897c63d](897c63dcea))

---
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>
v0.20.0
2025-11-13 17:37:01 -08:00
Yuan Teoh
7c67bcc810 chore: update hugo version (#1950)
update hugo version
2025-11-14 01:15:51 +00:00
Yuan Teoh
f6804420b9 chore: embed ToolsetConfig into Toolset (#1885)
To keep a persistent backend storage for configuration, we will have to
keep a single source of truth. This involves supporting bi-directional
conversion between ToolsetConfig and Toolset.


This PR make the following changes:
* Embed ToolsetConfig in Toolset
* Add `ToConfig()` to extract ToolsetConfig from Toolset.
2025-11-13 16:53:35 -08:00
Yuan Teoh
927881ffb9 chore: embed Config into Auth (#1865)
To keep a persistent backend storage for configuration, we will have to
keep a single source of truth. This involves supporting bi-directional
conversion between Config and AuthService.


This PR make the following changes:
* Embed Config in AuthService
* Add `ToConfig()` to extract Config from AuthService.
2025-11-13 16:37:23 -08:00
google-labs-jules[bot]
42c8dd7ddd chore: embed Config into Tool (#1875)
To keep a persistent backend storage for configuration, we will have to
keep a single source of truth. This involves supporting bi-directional
conversion between Config and Tool.


This PR make the following changes:
* Embed Config in Tool
* Add `ToConfig()` to extract Config from Tool.


Jules PR

---
*PR created automatically by Jules for task
[11947649751737965380](https://jules.google.com/task/11947649751737965380)*

---------

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <yuanteoh@google.com>
2025-11-14 00:21:15 +00:00
Yuan Teoh
ae0c29254a chore: embed Config into Source (#1864)
To keep a persistent backend storage for configuration, we will have to
keep a single source of truth. This involves supporting bi-directional
conversion between Config and Source.


This PR make the following changes:
* Embed Config in Source
* Add `ToConfig()` to extract Config from Source.
2025-11-13 14:11:25 -08:00
Ajaykumar Yadav
46b072c3f4 docs(alloydb): fix redirection link of the cgc doc for alloydb (#1936)
## Description
In the docs `Connect from you IDE > AlloyDB Admin API with MCP` 

The previous link was `pointing to wrong documentation`, corrected the
link now it will be pointing to the correct documentation for the `how
to connect you ide with alloydb-pg-admin`
- [x] removed the wrong link:
https://cloud.google.com/alloydb/docs/quickstart/create-and-connect
- [x] added the correct link:
https://cloud.google.com/alloydb/docs/connect-ide-using-mcp-toolbox

## PR Checklist
- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] 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 involves a breaking change
2025-11-13 21:54:05 +00:00
Yuan Teoh
4aabb4aaca chore: move parameters to internal/util (#1907)
To facilitate the transition of moving invocation implementation to
Source, we will have to move parameter to `internal/util`. This approach
is crucial because certain parameters may not be fully resolvable
pre-implementation. Since both `internal/sources` and `internal/tools`
will need access to `parameters`, it will be more relevant to move
parameters implementation to utils.
2025-11-13 21:37:12 +00:00
Srividya Reddy
897c63dcea feat(tools): add list_indexes, list_sequences tools for postgres (#1765)
## Description

Adds the following tools for Postgres:
(1) list_indexes:  Lists available user indexes in a given database. 
(2) list_sequences: Lists all the sequences in the database ordered by
sequence name.

list_indexes:
<img width="1708" height="816" alt="Screenshot 2025-10-21 at 10 24
30 PM"
src="https://github.com/user-attachments/assets/d1888f53-6013-4beb-b0dc-b94f3d66135e"
/>

<img width="1914" height="1017" alt="Screenshot 2025-10-22 at 8 23
16 AM"
src="https://github.com/user-attachments/assets/7c185ef4-4550-4bb2-8051-0eca8f40dc7b"
/>

list_sequences:

<img width="2539" height="902" alt="Screenshot 2025-10-22 at 8 04 25 AM"
src="https://github.com/user-attachments/assets/f22cfaad-412b-4df2-99f3-ee813f538ff7"
/>

<img width="1082" height="610" alt="Screenshot 2025-10-22 at 8 06 07 AM"
src="https://github.com/user-attachments/assets/102ed3ca-33f6-409f-9ba1-363c9e15d5d3"
/>



> Should include a concise description of the changes (bug or feature),
it's
> impact, along with a summary of the solution

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

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  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1738
2025-11-13 21:17:03 +00:00
Averi Kitsch
22b5aca395 ci: add product specific automation (#1906)
## Description

Set up product specific automation

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
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  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
2025-11-13 20:19:06 +00:00
Mend Renovate
57f6220b9e chore(deps): update module google.golang.org/genai to v1.35.0 (#1941)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[google.golang.org/genai](https://redirect.github.com/googleapis/go-genai)
| `v1.34.0` -> `v1.35.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/google.golang.org%2fgenai/v1.35.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

---

### Release Notes

<details>
<summary>googleapis/go-genai (google.golang.org/genai)</summary>

###
[`v1.35.0`](https://redirect.github.com/googleapis/go-genai/releases/tag/v1.35.0)

[Compare
Source](https://redirect.github.com/googleapis/go-genai/compare/v1.34.0...v1.35.0)

##### Features

- Add `ToGenerationConfig` method to `GenerateContentConfig`. fixes
[#&#8203;506](https://redirect.github.com/googleapis/go-genai/issues/506)
([bd53df4](bd53df47bb))

##### Bug Fixes

- Add missing fields to the model types
([9e1b329](9e1b329097))
- Fix base\_steps parameter for recontext\_image
([4f90d03](4f90d03d57))
- Fix models.list() filter parameter
([f5859fd](f5859fd6b3))

</details>

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Mend Renovate
c451015509 chore(deps): update module github.com/trinodb/trino-go-client to v0.330.0 (#1940)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/trinodb/trino-go-client](https://redirect.github.com/trinodb/trino-go-client)
| `v0.329.0` -> `v0.330.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2ftrinodb%2ftrino-go-client/v0.330.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

---

### Release Notes

<details>
<summary>trinodb/trino-go-client
(github.com/trinodb/trino-go-client)</summary>

###
[`v0.330.0`](https://redirect.github.com/trinodb/trino-go-client/releases/tag/v0.330.0)

[Compare
Source](https://redirect.github.com/trinodb/trino-go-client/compare/v0.329.0...v0.330.0)

<!-- Release notes generated using configuration in .github/release.yml
at v0.330.0 -->

#### What's Changed

##### Other changes

- Fix tests for Trino>=477 by
[@&#8203;nineinchnick](https://redirect.github.com/nineinchnick) in
[#&#8203;161](https://redirect.github.com/trinodb/trino-go-client/pull/161)
- Add support to disable explicitPrepare by using Config.FormatDSN by
[@&#8203;Flgado](https://redirect.github.com/Flgado) in
[#&#8203;160](https://redirect.github.com/trinodb/trino-go-client/pull/160)
- Add Client Tags Support by
[@&#8203;Flgado](https://redirect.github.com/Flgado) in
[#&#8203;155](https://redirect.github.com/trinodb/trino-go-client/pull/155)

**Full Changelog**:
<https://github.com/trinodb/trino-go-client/compare/v0.329.0...v0.330.0>

</details>

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2025-11-13 11:45:18 -08:00