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Created by pull[bot] (v2.0.0-alpha.4)

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dishaprakash and others added 8 commits November 21, 2025 10:25
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## 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>
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](https://redirect.github.com/google/adk-python/commit/4dd28a3970d0f76c571caf80b3e1bea1b79e9dde))
- Add progressive SSE streaming feature
([a5ac1d5](https://redirect.github.com/google/adk-python/commit/a5ac1d5e14f5ce7cd875d81a494a773710669dc1))
- Add a2a\_request\_meta\_provider to RemoteAgent init
([d12468e](https://redirect.github.com/google/adk-python/commit/d12468ee5a2b906b6699ccdb94c6a5a4c2822465))
- Add feature decorator for the feature registry system
([871da73](https://redirect.github.com/google/adk-python/commit/871da731f1c09c6a62d51b137d9d2e7c9fb3897a))
- Breaking: Raise minimum Python version to 3\_10
([8402832](https://redirect.github.com/google/adk-python/commit/840283228ee77fb3dbd737cfe7eb8736d9be5ec8))
- Refactor and rename BigQuery agent analytics plugin
([6b14f88](https://redirect.github.com/google/adk-python/commit/6b14f887262722ccb85dcd6cef9c0e9b103cfa6e))
- Pass custom\_metadata through forwarding artifact service
([c642f13](https://redirect.github.com/google/adk-python/commit/c642f13f216fb64bc93ac46c1c57702c8a2add8c))
- Update save\_files\_as\_artifacts\_plugin to never keep inline data
([857de04](https://redirect.github.com/google/adk-python/commit/857de04debdeba421075c2283c9bd8518d586624))

- **\[Evals]**
- Add support for InOrder and AnyOrder match in ToolTrajectoryAvgScore
Metric
([e2d3b2d](https://redirect.github.com/google/adk-python/commit/e2d3b2d862f7fc93807d16089307d4df25367a24))

- **\[Integrations]**
- Enhance BQ Plugin Schema, Error Handling, and Logging
([5ac5129](https://redirect.github.com/google/adk-python/commit/5ac5129fb01913516d6f5348a825ca83d024d33a))
- Schema Enhancements with Descriptions, Partitioning, and Truncation
Indicator
([7c993b0](https://redirect.github.com/google/adk-python/commit/7c993b01d1b9d582b4e2348f73c0591d47bf2f3a))

- **\[Services]**
- Add file-backed artifact service
([99ca6aa](https://redirect.github.com/google/adk-python/commit/99ca6aa6e6b4027f37d091d9c93da6486def20d7))
- Add service factory for configurable session and artifact backends
([a12ae81](https://redirect.github.com/google/adk-python/commit/a12ae812d367d2d00ab246f85a73ed679dd3828a))
- Add SqliteSessionService and a migration script to migrate existing DB
using DatabaseSessionService to SqliteSessionService
([e218254](https://redirect.github.com/google/adk-python/commit/e2182544952c0174d1a8307fbba319456dca748b))
- Add transcription fields to session events
([3ad30a5](https://redirect.github.com/google/adk-python/commit/3ad30a58f95b8729f369d00db799546069d7b23a))
- Full async implementation of DatabaseSessionService
([7495941](https://redirect.github.com/google/adk-python/commit/74959414d8ded733d584875a49fb4638a12d3ce5))

- **\[Models]**
- Add experimental feature to use `parameters_json_schema` and
`response_json_schema` for McpTool
([1dd97f5](https://redirect.github.com/google/adk-python/commit/1dd97f5b45226c25e4c51455c78ebf3ff56ab46a))
- Add support for parsing inline JSON tool calls in LiteLLM responses
([22eb7e5](https://redirect.github.com/google/adk-python/commit/22eb7e5b06c9e048da5bb34fe7ae9135d00acb4e))
- Expose artifact URLs to the model when available
([e3caf79](https://redirect.github.com/google/adk-python/commit/e3caf791395ce3cc0b10410a852be6e7b0d8d3b1))

- **\[Tools]**
- Add BigQuery related label handling
([ffbab4c](https://redirect.github.com/google/adk-python/commit/ffbab4cf4ed6ceb313241c345751214d3c0e11ce))
- Allow setting max\_billed\_bytes in BigQuery tools config
([ffbb0b3](https://redirect.github.com/google/adk-python/commit/ffbb0b37e128de50ebf57d76cba8b743a8b970d5))
- Propagate `application_name` set for the BigQuery Tools as BigQuery
job labels
([f13a11e](https://redirect.github.com/google/adk-python/commit/f13a11e1dc27c5aa46345154fbe0eecfe1690cbb))
- Set per-tool user agent in BQ calls and tool label in BQ jobs
([c0be1df](https://redirect.github.com/google/adk-python/commit/c0be1df0521cfd4b84585f404d4385b80d08ba59))

- **\[Observability]**
- Migrate BigQuery logging to Storage Write API
([a2ce34a](https://redirect.github.com/google/adk-python/commit/a2ce34a0b9a8403f830ff637d0e2094e82dee8e7))

##### Bug Fixes

- Add `jsonschema` dependency for Agent Builder config validation
([0fa7e46](https://redirect.github.com/google/adk-python/commit/0fa7e4619d589dc834f7508a18bc2a3b93ec7fd9))
- Add None check for `event` in `remote_a2a_agent.py`
([744f94f](https://redirect.github.com/google/adk-python/commit/744f94f0c8736087724205bbbad501640b365270))
- Add vertexai initialization for code being deployed to AgentEngine
([b8e4aed](https://redirect.github.com/google/adk-python/commit/b8e4aedfbf0eb55b34599ee24e163b41072a699c))
- Change LiteLLM content and tool parameter handling
([a19be12](https://redirect.github.com/google/adk-python/commit/a19be12c1f04bb62a8387da686499857c24b45c0))
- Change name for builder agent
([131d39c](https://redirect.github.com/google/adk-python/commit/131d39c3db1ae25e3911fa7f72afbe05e24a1c37))
- Ensure event compaction completes by awaiting task
([b5f5df9](https://redirect.github.com/google/adk-python/commit/b5f5df9fa8f616b855c186fcef45bade00653c77))
- Fix deploy to cloud run on Windows
([29fea7e](https://redirect.github.com/google/adk-python/commit/29fea7ec1fb27989f07c90494b2d6acbe76c03d8))
- Fix error handling when MCP server is unreachable
([ee8106b](https://redirect.github.com/google/adk-python/commit/ee8106be77f253e3687e72ae0e236687d254965c))
- Fix error when query job destination is None
([0ccc43c](https://redirect.github.com/google/adk-python/commit/0ccc43cf49dc0882dc896455d6603a602d8a28e7))
- Fix Improve logic for checking if a MCP session is disconnected
([a754c96](https://redirect.github.com/google/adk-python/commit/a754c96d3c4fd00f9c2cd924fc428b68cc5115fb))
- Fix McpToolset crashing with anyio.BrokenResourceError
([8e0648d](https://redirect.github.com/google/adk-python/commit/8e0648df23d0694afd3e245ec4a3c41aa935120a))
- Fix Safely handle `FunctionDeclaration` without a `required` attribute
([93aad61](https://redirect.github.com/google/adk-python/commit/93aad611983dc1daf415d3a73105db45bbdd1988))
- Fix status code in error message in RestApiTool
([9b75456](https://redirect.github.com/google/adk-python/commit/9b754564b3cc5a06ad0c6ae2cd2d83082f9f5943))
- Fix Use `async for` to loop through event iterator to get all events
in vertex\_ai\_session\_service
([9211f4c](https://redirect.github.com/google/adk-python/commit/9211f4ce8cc6d918df314d6a2ff13da2e0ef35fa))
- Fix: Fixes DeprecationWarning when using send method
([2882995](https://redirect.github.com/google/adk-python/commit/28829952890c39dbdb4463b2b67ff241d0e9ef6d))
- Improve logic for checking if a MCP session is disconnected
([a48a1a9](https://redirect.github.com/google/adk-python/commit/a48a1a9e889d4126e6f30b56c93718dfbacef624))
- Improve handling of partial and complete transcriptions in live calls
([1819ecb](https://redirect.github.com/google/adk-python/commit/1819ecb4b8c009d02581c2d060fae49cd7fdf653))
- Keep vertex session event after the session update time
([0ec0195](https://redirect.github.com/google/adk-python/commit/0ec01956e86df6ae8e6553c70e410f1f8238ba88))
- Let part converters also return multiple parts so they can support
more usecases
([824ab07](https://redirect.github.com/google/adk-python/commit/824ab072124e037cc373c493f43de38f8b61b534))
- Load agent/app before creating session
([236f562](https://redirect.github.com/google/adk-python/commit/236f562cd275f84837be46f7dfb0065f85425169))
- Remove app name from FileArtifactService directory structure
([12db84f](https://redirect.github.com/google/adk-python/commit/12db84f5cd6d8b6e06142f6f6411f6b78ff3f177))
- Remove hardcoded `google-cloud-aiplatform` version in agent engine
requirements
([e15e19d](https://redirect.github.com/google/adk-python/commit/e15e19da05ee1b763228467e83f6f73e0eced4b5))
- Stop updating write mode in the global settings during tool execution
([5adbf95](https://redirect.github.com/google/adk-python/commit/5adbf95a0ab0657dd7df5c4a6bac109d424d436e))
- Update description for `load_artifacts` tool
([c485889](https://redirect.github.com/google/adk-python/commit/c4858896ff085bedcfbc42b2010af8bd78febdd0))

##### Improvements

- Add BigQuery related label handling
([ffbab4c](https://redirect.github.com/google/adk-python/commit/ffbab4cf4ed6ceb313241c345751214d3c0e11ce))
- Add demo for rewind
([8eb1bdb](https://redirect.github.com/google/adk-python/commit/8eb1bdbc58dc709006988f5b6eec5fda25bd0c89))
- Add debug logging for live connection
([5d5708b](https://redirect.github.com/google/adk-python/commit/5d5708b2ab26cb714556311c490b4d6f0a1f9666))
- Add debug logging for missing function call events
([f3d6fcf](https://redirect.github.com/google/adk-python/commit/f3d6fcf44411d07169c14ae12189543f44f96c27))
- Add default retry options as fall back to llm\_request that are made
during evals
([696852a](https://redirect.github.com/google/adk-python/commit/696852a28095a024cbe76413ee7617356e19a9e3))
- Add plugin for returning GenAI Parts from tools into the model request
([116b26c](https://redirect.github.com/google/adk-python/commit/116b26c33e166bf1a22964e2b67013907fbfcb80))
- Add support for abstract types in AFC
([2efc184](https://redirect.github.com/google/adk-python/commit/2efc184a46173529bdfc622db0d6f3866e7ee778))
- Add support for structured output schemas in LiteLLM models
([7ea4aed](https://redirect.github.com/google/adk-python/commit/7ea4aed35ba70ec5a38dc1b3b0a9808183c2bab1))
- Add tests for `max_query_result_rows` in BigQuery tool config
([fd33610](https://redirect.github.com/google/adk-python/commit/fd33610e967ad814bc02422f5d14dae046bee833))
- Add type hints in `cleanup_unused_files.py`
([2dea573](https://redirect.github.com/google/adk-python/commit/2dea5733b759a7a07d74f36a4d6da7b081afc732))
- Add util to build our llms.txt and llms-full.txt files
- ADK changes
([f1f4467](https://redirect.github.com/google/adk-python/commit/f1f44675e4a86b75e72cfd838efd8a0399f23e24))
- Defer import of `google.cloud.storage` in `GCSArtifactService`
([999af55](https://redirect.github.com/google/adk-python/commit/999af5588005e7b29451bdbf9252265187ca992d))
- Defer import of `live`, `Client` and `_transformers` in `google.genai`
([22c6dbe](https://redirect.github.com/google/adk-python/commit/22c6dbe83cd1a8900d0ac6fd23d2092f095189fa))
- Enhance the messaging with possible fixes for RESOURCE\_EXHAUSTED
errors from Gemini
([b2c45f8](https://redirect.github.com/google/adk-python/commit/b2c45f8d910eb7bca4805c567279e65aff72b58a))
- Improve gepa tau-bench colab for external use
([e02f177](https://redirect.github.com/google/adk-python/commit/e02f177790d9772dd253c9102b80df1a9418aa7f))
- Improve gepa voter agent demo colab
([d118479](https://redirect.github.com/google/adk-python/commit/d118479ccf3a970ce9b24ac834b4b6764edb5de4))
- Lazy import DatabaseSessionService in the adk/sessions/ module
([5f05749](https://redirect.github.com/google/adk-python/commit/5f057498a274d3b3db0be0866f04d5225334f54a))
- Move adk\_agent\_builder\_assistant to built\_in\_agents
([b2b7f2d](https://redirect.github.com/google/adk-python/commit/b2b7f2d6aa5b919a00a92abaf2543993746e939e))
- Plumb memory service from LocalEvalService to EvaluationGenerator
([dc3f60c](https://redirect.github.com/google/adk-python/commit/dc3f60cc939335da49399a69c0b4abc0e7f25ea4))
- Removes the unrealistic todo comment of visibility management
([e511eb1](https://redirect.github.com/google/adk-python/commit/e511eb1f70f2a3fccc9464ddaf54d0165db22feb))
- Returns agent state regardless if ctx.is\_resumable
([d6b928b](https://redirect.github.com/google/adk-python/commit/d6b928bdf7cdbf8f1925d4c5227c7d580093348e))
- Stop logging the full content of LLM blobs
([0826755](https://redirect.github.com/google/adk-python/commit/082675546f501a70f4bc8969b9431a2e4808bd13))
- Update ADK web to match main branch
([14e3802](https://redirect.github.com/google/adk-python/commit/14e3802643a2d8ce436d030734fafd163080a1ad))
- Update agent instructions and retry limit in
`plugin_reflect_tool_retry` sample
([01bac62](https://redirect.github.com/google/adk-python/commit/01bac62f0c14cce5d454a389b64a9f44a03a3673))
- Update conformance test CLI to handle long-running tool calls
([dd706bd](https://redirect.github.com/google/adk-python/commit/dd706bdc4563a2a815459482237190a63994cb6f))
- Update Gemini Live model names in live bidi streaming sample
([aa77834](https://redirect.github.com/google/adk-python/commit/aa77834e2ecd4b77dfb4e689ef37549b3ebd6134))

</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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xNi4xIiwidXBkYXRlZEluVmVyIjoiNDIuMTYuMSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
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
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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
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
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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
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).

🚦 **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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
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](https://redirect.github.com/googleapis/python-genai/commit/a3e0859b673ad5b20157ed9970ecfc2edfa5077c))

##### Bug Fixes

- `TypeError: issubclass() arg 1 must be a class` when using`List[str]`
for `contents`
([c624d7e](https://redirect.github.com/googleapis/python-genai/commit/c624d7e5705df98e36cbc7b55dc110adf5871c85))
- Create new aiohttp Client Session if loop is closed
([1dc35ea](https://redirect.github.com/googleapis/python-genai/commit/1dc35ea7abdd8f5d0faed4f8aa55756d8da7c478))

###
[`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](https://redirect.github.com/googleapis/python-genai/commit/f7af6ef697dee79115c8e5716ae9e3a102c49a4a))
- Add display name to FunctionResponseBlob
([52906d5](https://redirect.github.com/googleapis/python-genai/commit/52906d513f22d58fda9bc177fc1f6bff003d2e61))
- Add display name to FunctionResponseFileData
([7c39f70](https://redirect.github.com/googleapis/python-genai/commit/7c39f702636516596233ed29ae0a588e621b8152))
- Add generate\_content\_config.thinking\_level
([30b00db](https://redirect.github.com/googleapis/python-genai/commit/30b00dbad15f9cf0bb79deca7f1d7b69e345986e))
- Add image output options to ImageConfig for Vertex
([014aaad](https://redirect.github.com/googleapis/python-genai/commit/014aaad624790afc50d46c996bf84c96e3751498))
- Add part.media\_resolution
([30b00db](https://redirect.github.com/googleapis/python-genai/commit/30b00dbad15f9cf0bb79deca7f1d7b69e345986e))
- Support Function call argument streaming for all languages
([9b2ca50](https://redirect.github.com/googleapis/python-genai/commit/9b2ca50d5194af8ff8f3fdaed1c2a317acd52970))

##### Bug Fixes

- Only log warnings once for accessors in GenerateContentResponse and
LiveServerMessage
([eec841e](https://redirect.github.com/googleapis/python-genai/commit/eec841e6a35c5d656f79f0e0700f00126acfda9c))

##### Documentation

- Remove gemini 2 below model reference
([c42ddff](https://redirect.github.com/googleapis/python-genai/commit/c42ddff06c662eaec3cf770dfa35e39a6376ad2d))
- Update sample code to use gemini 2 or above
([d48bbba](https://redirect.github.com/googleapis/python-genai/commit/d48bbba5f8e7f8b18d2c22f60ba96c366a0d2ff1))
- Update Veo and Imagen model id in README
([5c69122](https://redirect.github.com/googleapis/python-genai/commit/5c6912273964a195fbaf8df0f3e3b6c5bf4e99d5))

###
[`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](https://redirect.github.com/googleapis/python-genai/commit/a00b67a9618e81b0aa8abde9ddc68388869f8445))
- Ensure the custom httpx client and async client won't be closed
automatically
([9a9fa3c](https://redirect.github.com/googleapis/python-genai/commit/9a9fa3c95ee872efeee8ede411bd2946f7351100))

###
[`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](https://redirect.github.com/googleapis/python-genai/commit/6ff82fca9ed90992c15cfb3affdbb65dd5d5f4d1))

##### Bug Fixes

- Add missing fields to the model types
([4b855e6](https://redirect.github.com/googleapis/python-genai/commit/4b855e621525f2bdd7cdd00e3a98edbdd173997b))
- Don't generate warnings from response.text property because of
thought\_signature.
([dd9360d](https://redirect.github.com/googleapis/python-genai/commit/dd9360d21d0a979ddd7acf994a0aa19bec794182))
- Fix base\_steps parameter for recontext\_image
([d94077b](https://redirect.github.com/googleapis/python-genai/commit/d94077bdeeddf012eae8134a341c915be5fe24ce))
- Fix file\_search\_stores.documents pagination
([8d40d48](https://redirect.github.com/googleapis/python-genai/commit/8d40d48d9a048313ec97b60a8941e7b536721d6e))
- Fix models.list() filter parameter
([7fa1e41](https://redirect.github.com/googleapis/python-genai/commit/7fa1e41580052822c90d9b6ba99c66674ab5851a))
- Handle SSE error message types properly in streaming
([72afa50](https://redirect.github.com/googleapis/python-genai/commit/72afa50eb2c4d960a4f6b55909205d0739fde05a))
- Roll back a breaking change to the import system
([8674003](https://redirect.github.com/googleapis/python-genai/commit/86740033fb9c93b822b33100324f6c2ac8ad1f7e))

##### Documentation

- Log Schema.json\_schema and Schema.from\_json\_schema only once
([517300c](https://redirect.github.com/googleapis/python-genai/commit/517300caabd58268f06f4091f0cbbb52c2bc889e))
- Regenerate docs for 1.49.0
([74b680a](https://redirect.github.com/googleapis/python-genai/commit/74b680adfdf74b6e807d50d8595f092cd522a6f8))

###
[`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](https://redirect.github.com/googleapis/python-genai/commit/b2114666443d2f72b60bb352e4c0c2be5be478c9))
- Add FileSearch tool and associated FileSearchStore management APIs
([2e2a78d](https://redirect.github.com/googleapis/python-genai/commit/2e2a78d202c2598796394ddc9b764c581a3e4cab))
- Add FileSearch tool and associated FileSearchStore management APIs
([7370d24](https://redirect.github.com/googleapis/python-genai/commit/7370d24899f8dfe9babcab247253d15bdd0b1c87))
- Add image\_size to ImageConfig (Early Access Program)
([81c027c](https://redirect.github.com/googleapis/python-genai/commit/81c027c9375c66eadba4ff1ed51934b8ee36e0cf))
- Make genai.Part constructible from PartUnionDict.
([7526e4d](https://redirect.github.com/googleapis/python-genai/commit/7526e4de84824ba3c7318f5a1270b8065798bab7))

##### Bug Fixes

- Raise errors during file upload.
([946a17e](https://redirect.github.com/googleapis/python-genai/commit/946a17e0a9ab9ba0f331790eb3114a145315ccbf))
- Use duck type in t\_part transformer
([be82981](https://redirect.github.com/googleapis/python-genai/commit/be82981afe988c24ecf1d1e65127cf0664b06152))

##### Documentation

- Log deprecation waring to Schema.from\_json\_schema method and
Schema.json\_schema method
([856789a](https://redirect.github.com/googleapis/python-genai/commit/856789a7a79f4e00565c44e27b010f5fe8d8e9d0))
- Regenerate docs for 1.48.0
([004d238](https://redirect.github.com/googleapis/python-genai/commit/004d238b4f3cb628f68817c588212c0aae133e7c))
- Update log message in Schema.json\_schema and
Schema.from\_json\_schema methods
([5bf69e5](https://redirect.github.com/googleapis/python-genai/commit/5bf69e55f1c1ac63f29188232b6a19d318fd5ff3))

###
[`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](https://redirect.github.com/googleapis/python-genai/commit/a9297b747eb406733125d72899d5382b0706cd18))
- Drop support for Python 3.9 - EOL
([b542082](https://redirect.github.com/googleapis/python-genai/commit/b54208200eb3aefd13cd8199415682b146fce6df))

##### Bug Fixes

- Append the current model chunk to contents in async streaming
([7c5cf56](https://redirect.github.com/googleapis/python-genai/commit/7c5cf56ef1249f0bcbdd170365aa3134849f28aa))
- Disable AFC when there are incompatible tool presented.
([ce13aef](https://redirect.github.com/googleapis/python-genai/commit/ce13aefa421d5c284632b29083f8c2c8ac6dbb59))
- Offload sync python tool calls to a thread when used from async
context.
([f2a0782](https://redirect.github.com/googleapis/python-genai/commit/f2a078272629386578a0c7e0c6ca3b0e8a4bfe97))
- Only show warning log for non-text or multi-candidate fields when
response.text is accessed directly
([bf82505](https://redirect.github.com/googleapis/python-genai/commit/bf82505c588d8009acda24ab48b1578f685c64ec))

</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).

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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
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>
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
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>
@pull pull bot locked and limited conversation to collaborators Nov 21, 2025
@pull pull bot added the ⤵️ pull label Nov 21, 2025
@pull pull bot merged commit 9f27134 into CrazyForks:main Nov 21, 2025
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