Commit Graph

54 Commits

Author SHA1 Message Date
Mend Renovate
bcb40a720d chore(deps): update pip (#2270)
This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.56.0` → `==1.57.0` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/google-genai/1.57.0?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-genai/1.56.0/1.57.0?slim=true)
|
| [langchain](https://redirect.github.com/langchain-ai/langchain)
([source](https://redirect.github.com/langchain-ai/langchain/tree/HEAD/libs/langchain),
[changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain%3D%3D1%22))
| `==1.2.1` → `==1.2.2` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain/1.2.2?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain/1.2.1/1.2.2?slim=true)
|

---

### Release Notes

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

###
[`v1.57.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1570-2026-01-07)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.56.0...v1.57.0)

##### Features

- \[Python] add RegisterFiles so gcs files can be used with genai.
([68fa075](68fa075429))
- Add gemini-3-pro-preview support for local tokenizer
([48f8256](48f8256202))
- Add PersonGeneration to ImageConfig for Vertex Gempix
([c66e0ce](c66e0ce16b))

##### Bug Fixes

- Remove validation for empty text parts on Chat, this will support
keeping the history in chat when the API yields back such a part.
([215c852](215c852465))

##### Documentation

- Regenerate docs for 1.56.0
([b4c063e](b4c063e7f2))
- Update `codegen_instructions.md` for Gemini 3 Flash
([22500b5](22500b5ef9))
- Update Virtual Try-On model id in samples and docstrings
([5bf4d62](5bf4d625f3))

</details>

---

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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
2026-01-07 21:50:31 -08:00
Mend Renovate
306b5becda chore(deps): update pip (#2258)
This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [langchain](https://redirect.github.com/langchain-ai/langchain)
([source](https://redirect.github.com/langchain-ai/langchain/tree/HEAD/libs/langchain),
[changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain%3D%3D1%22))
| `==1.2.0` → `==1.2.1` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain/1.2.1?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain/1.2.0/1.2.1?slim=true)
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|
[langchain-google-vertexai](https://redirect.github.com/langchain-ai/langchain-google)
([source](https://redirect.github.com/langchain-ai/langchain-google/tree/HEAD/libs/vertexai),
[changelog](https://redirect.github.com/langchain-ai/langchain-google/releases?q=%22vertexai%22))
| `==3.2.0` → `==3.2.1` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-google-vertexai/3.2.1?slim=true)
|
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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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👻 **Immortal**: This PR will be recreated if closed unmerged. Get
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This PR was generated by [Mend Renovate](https://mend.io/renovate/).
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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
2026-01-07 10:31:03 -08:00
Mend Renovate
f87ed05aac chore(deps): update pip (#2215)
This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [google-adk](https://redirect.github.com/google/adk-python)
([changelog](https://redirect.github.com/google/adk-python/blob/main/CHANGELOG.md))
| `==1.19.0` → `==1.21.0` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/google-adk/1.21.0?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-adk/1.19.0/1.21.0?slim=true)
|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.52.0` → `==1.56.0` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/google-genai/1.56.0?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-genai/1.52.0/1.56.0?slim=true)
|
| [langchain](https://redirect.github.com/langchain-ai/langchain)
([source](https://redirect.github.com/langchain-ai/langchain/tree/HEAD/libs/langchain),
[changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain%3D%3D1%22))
| `==1.1.0` → `==1.2.0` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain/1.2.0?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain/1.1.0/1.2.0?slim=true)
|
|
[langchain-google-vertexai](https://redirect.github.com/langchain-ai/langchain-google)
([source](https://redirect.github.com/langchain-ai/langchain-google/tree/HEAD/libs/vertexai),
[changelog](https://redirect.github.com/langchain-ai/langchain-google/releases?q=%22vertexai%22))
| `==3.1.0` → `==3.2.0` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-google-vertexai/3.2.0?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-google-vertexai/3.1.0/3.2.0?slim=true)
|
| [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))
| `==1.0.4` → `==1.0.5` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/langgraph/1.0.5?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langgraph/1.0.4/1.0.5?slim=true)
|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.14.10` → `==0.14.12` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index/0.14.12?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/llama-index/0.14.10/0.14.12?slim=true)
|
| llama-index-llms-google-genai | `==0.7.3` → `==0.8.3` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index-llms-google-genai/0.8.3?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/llama-index-llms-google-genai/0.7.3/0.8.3?slim=true)
|
| [pytest](https://redirect.github.com/pytest-dev/pytest)
([changelog](https://docs.pytest.org/en/stable/changelog.html)) |
`==9.0.1` → `==9.0.2` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/9.0.2?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pytest/9.0.1/9.0.2?slim=true)
|
|
[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))
| `==0.5.3` → `==0.5.4` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-core/0.5.4?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-core/0.5.3/0.5.4?slim=true)
|
|
[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))
| `==0.5.3` → `==0.5.4` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-langchain/0.5.4?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-langchain/0.5.3/0.5.4?slim=true)
|
|
[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))
| `==0.5.3` → `==0.5.4` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-llamaindex/0.5.4?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-llamaindex/0.5.3/0.5.4?slim=true)
|

---

### Release Notes

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

###
[`v1.21.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1210-2025-12-11)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.20.0...v1.21.0)

##### Features

- **\[Interactions API Support]**
- The newly released Gemini [Interactions
API](https://ai.google.dev/gemini-api/docs/interactions) is supported in
ADK now. To use it:
  ```Python
  Agent(
    model=Gemini(
        model="gemini-3-pro-preview",
        use_interactions_api=True,
    ),
    name="...",
    description="...",
    instruction="...",
  )
  ```
see
[samples](https://redirect.github.com/google/adk-python/tree/main/contributing/samples/interactions_api)
for details

- **\[Services]**
- Add `add_session_to_memory` to `CallbackContext` and `ToolContext` to
explicitly save the current session to memory
([7b356dd](7b356ddc1b))

- **\[Plugins]**
- Add location for table in agent events in plugin
BigQueryAgentAnalytics
([507424a](507424acb9))
- Upgrade BigQueryAgentAnalyticsPlugin to v2.0 with improved
performance, multimodal support, and reliability
([7b2fe14](7b2fe14dab))

- **\[A2A]**
- Adds ADK EventActions to A2A response
([32e87f6](32e87f6381))

- **\[Tools]**
- Add `header_provider` to `OpenAPIToolset` and `RestApiTool`
([e1a7593](e1a7593ae8))
- Allow overriding connection template
([cde7f7c](cde7f7c243))
- Add SSL certificate verification configuration to OpenAPI tools using
the `verify` parameter
([9d2388a](9d2388a46f))
- Use json schema for function tool declaration when feature enabled
([cb3244b](cb3244bb58))

- **\[Models]**
- Add Gemma3Ollama model integration and a sample
([e9182e5](e9182e5eb4))

##### Bug Fixes

- Install dependencies for py 3.10
([9cccab4](9cccab4537))
- Refactor LiteLLM response schema formatting for different models
([894d8c6](894d8c6c26))
- Resolve project and credentials before creating Spanner client
([99f893a](99f893ae28))
- Avoid false positive "App name mismatch" warnings in Runner
([6388ba3](6388ba3b20))
- Update the code to work with either 1 event or more than 1 events
([4f54660](4f54660d6d))
- OpenAPI schema generation by skipping JSON schema for
judge\_model\_config
([56775af](56775afc48))
- Add tool\_name\_prefix support to OpenAPIToolset
([82e6623](82e6623fa9))
- Pass context to client interceptors
([143ad44](143ad44f8c))
- Yield event with error code when agent run raised A2AClientHTTPError
([b7ce5e1](b7ce5e17b6))
- Handle string function responses in LiteLLM conversion
([2b64715](2b64715505))
- ApigeeLLM support for Built-in tools like GoogleSearch,
BuiltInCodeExecutor when calling Gemini models through Apigee
([a9b853f](a9b853fe36))
- Extract and propagate task\_id in RemoteA2aAgent
([82bd4f3](82bd4f380b))
- Update FastAPI and Starlette to fix CVE-2025-62727 (ReDoS
vulnerability)
([c557b0a](c557b0a1f2))
- Add client id to token exchange
([f273517](f2735177f1))

##### Improvements

- Normalize multipart content for LiteLLM's ollama\_chat provider
([055dfc7](055dfc7974))
- Update adk web, fixes image not rendering, state not updating, update
drop down box width and trace icons
([df86847](df8684734b))
- Add sample agent for interaction api integration
([68d7048](68d70488b9))
- Update genAI SDK version
([f0bdcab](f0bdcaba44))
- Introduce `build_function_declaration_with_json_schema` to use
pydantic to generate json schema for FunctionTool
([51a638b](51a638b6b8))
- Update component definition for triaging agent
([ee743bd](ee743bd19a))
- Migrate Google tools to use the new feature decorator
([bab5729](bab57296d5))
- Migrate computer to use the new feature decorator
([1ae944b](1ae944b39d))
- Add Spanner execute sql query result mode using list of dictionaries
([f22bac0](f22bac0b20))
- Improve error message for missing `invocation_id` and `new_message` in
`run_async`
([de841a4](de841a4a09))

###
[`v1.20.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1200-2025-12-01)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.19.0...v1.20.0)

##### Features

- **\[Core]**
- Add enum constraint to `agent_name` for `transfer_to_agent`
([4a42d0d](4a42d0d9d8))
- Add validation for unique sub-agent names
([#&#8203;3557](https://redirect.github.com/google/adk-python/issues/3557))
([2247a45](2247a45922))
- Support streaming function call arguments in progressive SSE streaming
feature
([786aaed](786aaed335))

- **\[Models]**
- Enable multi-provider support for Claude and LiteLLM
([d29261a](d29261a3dc))

- **\[Tools]**
- Create APIRegistryToolset to add tools from Cloud API registry to
agent
([ec4ccd7](ec4ccd718f))
- Add an option to disallow propagating runner plugins to AgentTool
runner
([777dba3](777dba3033))

- **\[Web]**
- Added an endpoint to list apps with details
([b57fe5f](b57fe5f459))

##### Bug Fixes

- Allow image parts in user messages for Anthropic Claude
([5453b5b](5453b5bfde))
- Mark the Content as non-empty if its first part contains text or
inline\_data or file\_data or func call/response
([631b583](631b58336d))
- Fixes double response processing issue in `base_llm_flow.py` where, in
Bidi-streaming (live) mode, the multi-agent structure causes duplicated
responses after tool calling.
([cf21ca3](cf21ca3584))
- Fix out of bounds error in \_run\_async\_impl
([8fc6128](8fc6128b62))
- Fix paths for public docs
([cd54f48](cd54f48fed))
- Ensure request bodies without explicit names are named 'body'
([084c2de](084c2de0da)),
closes
[#&#8203;2213](https://redirect.github.com/google/adk-python/issues/2213)
- Optimize Stale Agent with GraphQL and Search API to resolve 429 Quota
errors
([cb19d07](cb19d0714c))
- Update AgentTool to use Agent's description when input\_schema is
provided in FunctionDeclaration
([52674e7](52674e7fac))
- Update LiteLLM system instruction role from "developer" to "system"
([2e1f730](2e1f730c3b)),
closes
[#&#8203;3657](https://redirect.github.com/google/adk-python/issues/3657)
- Update session last update time when appending events
([a3e4ad3](a3e4ad3cd1)),
closes
[#&#8203;2721](https://redirect.github.com/google/adk-python/issues/2721)
- Update the retry\_on\_closed\_resource decorator to retry on all
errors
([a3aa077](a3aa07722a))
- Windows Path Handling and Normalize Cross-Platform Path Resolution in
AgentLoader
([a1c09b7](a1c09b724b))

##### Documentation

- Add Code Wiki badge to README
([caf23ac](caf23ac49f))

</details>

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

###
[`v1.56.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1560-2025-12-16)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.55.0...v1.56.0)

##### Features

- Add minimal and medium thinking levels.
([96d644c](96d644cd52))
- Add support for Struct in ToolResult Content.
([8fd4886](8fd4886a04))
- Add ultra high resolution to the media resolution in Parts.
([356c320](356c320566))
- Add ULTRA\_HIGH MediaResolution and new ThinkingLevel enums
([336b823](336b8236c0))
- Define and use DocumentMimeType for DocumentContent
([dc7f00f](dc7f00f78b))
- Support multi speaker for Vertex AI
([ecb00c2](ecb00c2241))

##### Bug Fixes

- Api version handling for interactions.
([436ca2e](436ca2e1d5))

##### Documentation

- Add documentation for the new Interactions API (Preview).
([e28a69c](e28a69c92a))
- Update and restructure codegen\_instructions
([00422de](00422de07b))
- Update docs for 1.55
([1cc43e7](1cc43e7d06))

###
[`v1.55.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1550-2025-12-11)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.54.0...v1.55.0)

##### Features

- Add the Interactions API
([836a3](836a33c93f))
- Add enableEnhancedCivicAnswers feature in GenerateContentConfig
([15d1ea9](15d1ea9fbb))
- Add IMAGE\_RECITATION and IMAGE\_OTHER enum values to FinishReason
([8bb4b9a](8bb4b9a8b7))
- Add voice activity detection signal.
([feae46d](feae46dd76))

##### Bug Fixes

- Replicated voice config bytes handling
([c9f8668](c9f8668cea))

##### Documentation

- Regenerate docs for 1.54.0
([8bac8d2](8bac8d2d92))

###
[`v1.54.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1540-2025-12-08)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.53.0...v1.54.0)

##### Features

- Support ReplicatedVoiceConfig
([07c74dd](07c74dd120))

##### Bug Fixes

- Apply timeout to the total request duration in aiohttp
([a4f4205](a4f4205dd9))
- Make APIError class picklable (fixes
[#&#8203;1144](https://redirect.github.com/googleapis/python-genai/issues/1144))
([e3d5712](e3d5712d9f))

##### Documentation

- Regenerate docs for 1.53.0
([3a2b970](3a2b9702ec))

###
[`v1.53.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1530-2025-12-03)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.52.0...v1.53.0)

##### Features

- Add empty response for tunings.cancel()
([97cc7e4](97cc7e4eaf))

##### Bug Fixes

- Convert 'citationSources' key in CitationMetadata to 'citations' when
present (fixes
[#&#8203;1222](https://redirect.github.com/googleapis/python-genai/issues/1222))
([2f28b02](2f28b02517))
- Fix google.auth.transport.requests import error in Live API
([a842721](a842721cb1))

##### Documentation

- Improve docs for google.genai.types
([5b50adc](5b50adce2a))
- Recommend using response\_json\_schema in error messages and
docstrings.
([c0b175a](c0b175a0ca))
- Updating codegen instructions to use gemini 3 pro and nano banana pro
([060f015](060f015d7e))

</details>

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

###
[`v1.0.5`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.5):
langgraph&#x3D;&#x3D;1.0.5

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.4...1.0.5)

Changes since 1.0.4

- release(langgraph): bump to 1.0.5
([#&#8203;6582](https://redirect.github.com/langchain-ai/langgraph/issues/6582))
- feat(sdk-py): emit id as part of stream events
([#&#8203;6581](https://redirect.github.com/langchain-ai/langgraph/issues/6581))
- fix: update readme
([#&#8203;6570](https://redirect.github.com/langchain-ai/langgraph/issues/6570))
- release(checkpoint-postgres): 3.0.1
([#&#8203;6568](https://redirect.github.com/langchain-ai/langgraph/issues/6568))
- release(checkpoint-sqlite): 3.0.1
([#&#8203;6566](https://redirect.github.com/langchain-ai/langgraph/issues/6566))
- chore(cli): Pass through webhook configuration in dev server
([#&#8203;6557](https://redirect.github.com/langchain-ai/langgraph/issues/6557))
- feat: custom encryption at rest
([#&#8203;6482](https://redirect.github.com/langchain-ai/langgraph/issues/6482))
- chore: fix links for docs
([#&#8203;6538](https://redirect.github.com/langchain-ai/langgraph/issues/6538))
- chore: Bump lockfile
([#&#8203;6537](https://redirect.github.com/langchain-ai/langgraph/issues/6537))
- feat: Include pagination in assistants search response
([#&#8203;6526](https://redirect.github.com/langchain-ai/langgraph/issues/6526))

</details>

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

###
[`v0.14.12`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-12-30)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.10...v0.14.12)

##### llama-index-callbacks-agentops \[0.4.1]

- Feat/async tool spec support
([#&#8203;20338](https://redirect.github.com/run-llama/llama_index/pull/20338))

##### llama-index-core \[0.14.12]

- Feat/async tool spec support
([#&#8203;20338](https://redirect.github.com/run-llama/llama_index/pull/20338))
- Improve `MockFunctionCallingLLM`
([#&#8203;20356](https://redirect.github.com/run-llama/llama_index/pull/20356))
- fix(openai): sanitize generic Pydantic model schema names
([#&#8203;20371](https://redirect.github.com/run-llama/llama_index/pull/20371))
- Element node parser
([#&#8203;20399](https://redirect.github.com/run-llama/llama_index/pull/20399))
- improve llama dev logging
([#&#8203;20411](https://redirect.github.com/run-llama/llama_index/pull/20411))
- test(node\_parser): add unit tests for Java CodeSplitter
([#&#8203;20423](https://redirect.github.com/run-llama/llama_index/pull/20423))
- fix: crash in log\_vector\_store\_query\_result when result.ids is
None
([#&#8203;20427](https://redirect.github.com/run-llama/llama_index/pull/20427))

##### llama-index-embeddings-litellm \[0.4.1]

- Add docstring to LiteLLM embedding class
([#&#8203;20336](https://redirect.github.com/run-llama/llama_index/pull/20336))

##### llama-index-embeddings-ollama \[0.8.5]

- feat(llama-index-embeddings-ollama): Add keep\_alive parameter
([#&#8203;20395](https://redirect.github.com/run-llama/llama_index/pull/20395))
- docs: improve Ollama embeddings README with comprehensive
documentation
([#&#8203;20414](https://redirect.github.com/run-llama/llama_index/pull/20414))

##### llama-index-embeddings-voyageai \[0.5.2]

- Voyage multimodal 35
([#&#8203;20398](https://redirect.github.com/run-llama/llama_index/pull/20398))

##### llama-index-graph-stores-nebula \[0.5.1]

- feat(nebula): add MENTIONS edge to property graph store
([#&#8203;20401](https://redirect.github.com/run-llama/llama_index/pull/20401))

##### llama-index-llms-aibadgr \[0.1.0]

- feat(llama-index-llms-aibadgr): Add AI Badgr OpenAI‑compatible LLM
integration
([#&#8203;20365](https://redirect.github.com/run-llama/llama_index/pull/20365))

##### llama-index-llms-anthropic \[0.10.4]

- add back haiku-3 support
([#&#8203;20408](https://redirect.github.com/run-llama/llama_index/pull/20408))

##### llama-index-llms-bedrock-converse \[0.12.3]

- fix: bedrock converse thinking block issue
([#&#8203;20355](https://redirect.github.com/run-llama/llama_index/pull/20355))

##### llama-index-llms-google-genai \[0.8.3]

- Switch use\_file\_api to Flexible file\_mode; Improve File Upload
Handling & Bump google-genai to v1.52.0
([#&#8203;20347](https://redirect.github.com/run-llama/llama_index/pull/20347))
- Fix missing role from Google-GenAI
([#&#8203;20357](https://redirect.github.com/run-llama/llama_index/pull/20357))
- Add signature index fix
([#&#8203;20362](https://redirect.github.com/run-llama/llama_index/pull/20362))
- Add positional thought signature for thoughts
([#&#8203;20418](https://redirect.github.com/run-llama/llama_index/pull/20418))

##### llama-index-llms-ollama \[0.9.1]

- feature: pydantic no longer complains if you pass 'low', 'medium', 'h…
([#&#8203;20394](https://redirect.github.com/run-llama/llama_index/pull/20394))

##### llama-index-llms-openai \[0.6.12]

- fix: Handle tools=None in OpenAIResponses.\_get\_model\_kwargs
([#&#8203;20358](https://redirect.github.com/run-llama/llama_index/pull/20358))
- feat: add support for gpt-5.2 and 5.2 pro
([#&#8203;20361](https://redirect.github.com/run-llama/llama_index/pull/20361))

##### llama-index-readers-confluence \[0.6.1]

- fix(confluence): support Python 3.14
([#&#8203;20370](https://redirect.github.com/run-llama/llama_index/pull/20370))

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

- Loosen constraint on `pandas` version
([#&#8203;20387](https://redirect.github.com/run-llama/llama_index/pull/20387))

##### llama-index-readers-service-now \[0.2.2]

- chore(deps): bump urllib3 from 2.5.0 to 2.6.0 in
/llama-index-integrations/readers/llama-index-readers-service-now in the
pip group across 1 directory
([#&#8203;20341](https://redirect.github.com/run-llama/llama_index/pull/20341))

##### llama-index-tools-mcp \[0.4.5]

- fix: pass timeout parameters to transport clients in BasicMCPClient
([#&#8203;20340](https://redirect.github.com/run-llama/llama_index/pull/20340))
- feature: Permit to pass a custom httpx.AsyncClient when creating a
BasicMcpClient
([#&#8203;20368](https://redirect.github.com/run-llama/llama_index/pull/20368))

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

- feat: add Typecast tool integration with text to speech features
([#&#8203;20343](https://redirect.github.com/run-llama/llama_index/pull/20343))

##### llama-index-vector-stores-azurepostgresql \[0.2.0]

- Feat/async tool spec support
([#&#8203;20338](https://redirect.github.com/run-llama/llama_index/pull/20338))

##### llama-index-vector-stores-chroma \[0.5.5]

- Fix chroma nested metadata filters
([#&#8203;20424](https://redirect.github.com/run-llama/llama_index/pull/20424))
- fix(chroma): support multimodal results
([#&#8203;20426](https://redirect.github.com/run-llama/llama_index/pull/20426))

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

- Update FTS & GSI reference docs for Couchbase vector-store
([#&#8203;20346](https://redirect.github.com/run-llama/llama_index/pull/20346))

##### llama-index-vector-stores-faiss \[0.5.2]

- fix(faiss): pass numpy array instead of int to add\_with\_ids
([#&#8203;20384](https://redirect.github.com/run-llama/llama_index/pull/20384))

##### llama-index-vector-stores-lancedb \[0.4.4]

- Feat/async tool spec support
([#&#8203;20338](https://redirect.github.com/run-llama/llama_index/pull/20338))
- fix(vector\_stores/lancedb): add missing '<' filter operator
([#&#8203;20364](https://redirect.github.com/run-llama/llama_index/pull/20364))
- fix(lancedb): fix metadata filtering logic and list value SQL
generation
([#&#8203;20374](https://redirect.github.com/run-llama/llama_index/pull/20374))

##### llama-index-vector-stores-mongodb \[0.9.0]

- Update mongo vector store to initialize without list permissions
([#&#8203;20354](https://redirect.github.com/run-llama/llama_index/pull/20354))
- add mongodb delete index
([#&#8203;20429](https://redirect.github.com/run-llama/llama_index/pull/20429))
- async mongodb atlas support
([#&#8203;20430](https://redirect.github.com/run-llama/llama_index/pull/20430))

##### llama-index-vector-stores-redis \[0.6.2]

- Redis metadata filter fix
([#&#8203;20359](https://redirect.github.com/run-llama/llama_index/pull/20359))

##### llama-index-vector-stores-vertexaivectorsearch \[0.3.3]

- feat(vertex-vector-search): Add Google Vertex AI Vector Search v2.0
support
([#&#8203;20351](https://redirect.github.com/run-llama/llama_index/pull/20351))

</details>

<details>
<summary>pytest-dev/pytest (pytest)</summary>

###
[`v9.0.2`](https://redirect.github.com/pytest-dev/pytest/releases/tag/9.0.2)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/9.0.1...9.0.2)

### pytest 9.0.2 (2025-12-06)

#### Bug fixes

-
[#&#8203;13896](https://redirect.github.com/pytest-dev/pytest/issues/13896):
The terminal progress feature added in pytest 9.0.0 has been disabled by
default, except on Windows, due to compatibility issues with some
terminal emulators.

You may enable it again by passing `-p terminalprogress`. We may enable
it by default again once compatibility improves in the future.

Additionally, when the environment variable `TERM` is `dumb`, the escape
codes are no longer emitted, even if the plugin is enabled.

-
[#&#8203;13904](https://redirect.github.com/pytest-dev/pytest/issues/13904):
Fixed the TOML type of the `tmp_path_retention_count` settings in the
API reference from number to string.

-
[#&#8203;13946](https://redirect.github.com/pytest-dev/pytest/issues/13946):
The private `config.inicfg` attribute was changed in a breaking manner
in pytest 9.0.0.
Due to its usage in the ecosystem, it is now restored to working order
using a compatibility shim.
  It will be deprecated in pytest 9.1 and removed in pytest 10.

-
[#&#8203;13965](https://redirect.github.com/pytest-dev/pytest/issues/13965):
Fixed quadratic-time behavior when handling `unittest` subtests in
Python 3.10.

#### Improved documentation

-
[#&#8203;4492](https://redirect.github.com/pytest-dev/pytest/issues/4492):
The API Reference now contains cross-reference-able documentation of
`pytest's command-line flags <command-line-flags>`.

</details>

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

###
[`v0.5.4`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-llamaindex-v0.5.4):
toolbox-llamaindex: v0.5.4

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v0.5.3...toolbox-core-v0.5.4)

##### Features

- **toolbox-llamaindex:** add protocol toggle to llamaindex clients
([#&#8203;453](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/453))
([d5eece0](d5eece0d84))

</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.

👻 **Immortal**: This PR will be recreated if closed unmerged. Get
[config
help](https://redirect.github.com/renovatebot/renovate/discussions) if
that's undesired.

---

- [ ] <!-- 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:eyJjcmVhdGVkSW5WZXIiOiI0Mi41OS4wIiwidXBkYXRlZEluVmVyIjoiNDIuNjYuMTQiLCJ0YXJnZXRCcmFuY2giOiJtYWluIiwibGFiZWxzIjpbXX0=-->
2025-12-30 10:00:49 -08:00
Mend Renovate
d08dd144ad chore(deps): update dependency llama-index to v0.14.10 (#2092)
This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.14.8` -> `==0.14.10` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index/0.14.10?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/llama-index/0.14.8/0.14.10?slim=true)
|

---

### Release Notes

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

###
[`v0.14.10`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-12-04)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.9...v0.14.10)

##### llama-index-core \[0.14.10]

- feat: add mock function calling llm
([#&#8203;20331](https://redirect.github.com/run-llama/llama_index/pull/20331))

##### llama-index-llms-qianfan \[0.4.1]

- test: fix typo 'reponse' to 'response' in variable names
([#&#8203;20329](https://redirect.github.com/run-llama/llama_index/pull/20329))

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

- feat: add Airweave tool integration with advanced search features
([#&#8203;20111](https://redirect.github.com/run-llama/llama_index/pull/20111))

##### llama-index-utils-qianfan \[0.4.1]

- test: fix typo 'reponse' to 'response' in variable names
([#&#8203;20329](https://redirect.github.com/run-llama/llama_index/pull/20329))

###
[`v0.14.9`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-12-02)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.8...v0.14.9)

##### llama-index-agent-azure \[0.2.1]

- fix: Pin azure-ai-projects version to prevent breaking changes
([#&#8203;20255](https://redirect.github.com/run-llama/llama_index/pull/20255))

##### llama-index-core \[0.14.9]

- MultiModalVectorStoreIndex now returns a multi-modal
ContextChatEngine.
([#&#8203;20265](https://redirect.github.com/run-llama/llama_index/pull/20265))
- Ingestion to vector store now ensures that \_node-content is readable
([#&#8203;20266](https://redirect.github.com/run-llama/llama_index/pull/20266))
- fix: ensure context is copied with async utils run\_async
([#&#8203;20286](https://redirect.github.com/run-llama/llama_index/pull/20286))
- fix(memory): ensure first message in queue is always a user message
after flush
([#&#8203;20310](https://redirect.github.com/run-llama/llama_index/pull/20310))

##### llama-index-embeddings-bedrock \[0.7.2]

- feat(embeddings-bedrock): Add support for Amazon Bedrock Application
Inference Profiles
([#&#8203;20267](https://redirect.github.com/run-llama/llama_index/pull/20267))
- fix:(embeddings-bedrock) correct extraction of provider from
model\_name
([#&#8203;20295](https://redirect.github.com/run-llama/llama_index/pull/20295))
- Bump version of bedrock-embedding
([#&#8203;20304](https://redirect.github.com/run-llama/llama_index/pull/20304))

##### llama-index-embeddings-voyageai \[0.5.1]

- VoyageAI correction and documentation
([#&#8203;20251](https://redirect.github.com/run-llama/llama_index/pull/20251))

##### llama-index-llms-anthropic \[0.10.3]

- feat: add anthropic opus 4.5
([#&#8203;20306](https://redirect.github.com/run-llama/llama_index/pull/20306))

##### llama-index-llms-bedrock-converse \[0.12.2]

- fix(bedrock-converse): Only use guardrail\_stream\_processing\_mode in
streaming functions
([#&#8203;20289](https://redirect.github.com/run-llama/llama_index/pull/20289))
- feat: add anthropic opus 4.5
([#&#8203;20306](https://redirect.github.com/run-llama/llama_index/pull/20306))
- feat(bedrock-converse): Additional support for Claude Opus 4.5
([#&#8203;20317](https://redirect.github.com/run-llama/llama_index/pull/20317))

##### llama-index-llms-google-genai \[0.7.4]

- Fix gemini-3 support and gemini function call support
([#&#8203;20315](https://redirect.github.com/run-llama/llama_index/pull/20315))

##### llama-index-llms-helicone \[0.1.1]

- update helicone docs + examples
([#&#8203;20208](https://redirect.github.com/run-llama/llama_index/pull/20208))

##### llama-index-llms-openai \[0.6.10]

- Smallest Nit
([#&#8203;20252](https://redirect.github.com/run-llama/llama_index/pull/20252))
- Feat: Add gpt-5.1-chat model support
([#&#8203;20311](https://redirect.github.com/run-llama/llama_index/pull/20311))

##### llama-index-llms-ovhcloud \[0.1.0]

- Add OVHcloud AI Endpoints provider
([#&#8203;20288](https://redirect.github.com/run-llama/llama_index/pull/20288))

##### llama-index-llms-siliconflow \[0.4.2]

- \[Bugfix] None check on content in delta in siliconflow LLM
([#&#8203;20327](https://redirect.github.com/run-llama/llama_index/pull/20327))

##### llama-index-node-parser-docling \[0.4.2]

- Relax docling Python constraints
([#&#8203;20322](https://redirect.github.com/run-llama/llama_index/pull/20322))

##### llama-index-packs-resume-screener \[0.9.3]

- feat: Update pypdf to latest version
([#&#8203;20285](https://redirect.github.com/run-llama/llama_index/pull/20285))

##### llama-index-postprocessor-voyageai-rerank \[0.4.1]

- VoyageAI correction and documentation
([#&#8203;20251](https://redirect.github.com/run-llama/llama_index/pull/20251))

##### llama-index-protocols-ag-ui \[0.2.3]

- fix: correct order of ag-ui events to avoid event conflicts
([#&#8203;20296](https://redirect.github.com/run-llama/llama_index/pull/20296))

##### llama-index-readers-confluence \[0.6.0]

- Refactor Confluence integration: Update license to MIT, remove
requirements.txt, and implement HtmlTextParser for HTML to Markdown
conversion. Update dependencies and tests accordingly.
([#&#8203;20262](https://redirect.github.com/run-llama/llama_index/pull/20262))

##### llama-index-readers-docling \[0.4.2]

- Relax docling Python constraints
([#&#8203;20322](https://redirect.github.com/run-llama/llama_index/pull/20322))

##### llama-index-readers-file \[0.5.5]

- feat: Update pypdf to latest version
([#&#8203;20285](https://redirect.github.com/run-llama/llama_index/pull/20285))

##### llama-index-readers-reddit \[0.4.1]

- Fix typo in README.md for Reddit integration
([#&#8203;20283](https://redirect.github.com/run-llama/llama_index/pull/20283))

##### llama-index-storage-chat-store-postgres \[0.3.2]

- \[FIX] Postgres ChatStore automatically prefix table name with
"data\_"
([#&#8203;20241](https://redirect.github.com/run-llama/llama_index/pull/20241))

##### llama-index-vector-stores-azureaisearch \[0.4.4]

- `vector-azureaisearch`: check if user agent already in policy before
add it to azure client
([#&#8203;20243](https://redirect.github.com/run-llama/llama_index/pull/20243))
- fix(azureaisearch): Add close/aclose methods to fix unclosed client
session warnings
([#&#8203;20309](https://redirect.github.com/run-llama/llama_index/pull/20309))

##### llama-index-vector-stores-milvus \[0.9.4]

- Fix/consistency level param for milvus
([#&#8203;20268](https://redirect.github.com/run-llama/llama_index/pull/20268))

##### llama-index-vector-stores-postgres \[0.7.2]

- Fix postgresql dispose
([#&#8203;20312](https://redirect.github.com/run-llama/llama_index/pull/20312))

##### llama-index-vector-stores-qdrant \[0.9.0]

- fix: Update qdrant-client version constraints
([#&#8203;20280](https://redirect.github.com/run-llama/llama_index/pull/20280))
- Feat: update Qdrant client to 1.16.0
([#&#8203;20287](https://redirect.github.com/run-llama/llama_index/pull/20287))

##### llama-index-vector-stores-vertexaivectorsearch \[0.3.2]

- fix: update blob path in batch\_update\_index
([#&#8203;20281](https://redirect.github.com/run-llama/llama_index/pull/20281))

##### llama-index-voice-agents-openai \[0.2.2]

- Smallest Nit
([#&#8203;20252](https://redirect.github.com/run-llama/llama_index/pull/20252))

</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
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🔕 **Ignore**: Close this PR and you won't be reminded about this update
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View the [repository job
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Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
2025-12-11 20:29:47 -05:00
Anubhav Dhawan
923479034f docs: Improve and simplify ADK Python Quickstart (#1962)
## Description
This PR updates the ADK portion of the Python local quickstart to align
with the latest ADK getting started guide. The previous instructions
involved a complex, boilerplate-heavy script that was not the
recommended approach and made it difficult to focus on the Toolbox
integration.

### Improvements

* The guide now uses the `adk` CLI (e.g., `adk create`, `adk web`),
which is the standard and more intuitive way to work with ADK projects.
* The agent script is now much simpler and more focused, removing a
significant amount of ADK-specific boilerplate. This makes it easier for
users to see how Toolbox is integrated.
* The steps are clearer, and we've added links to more in-depth ADK
documentation for running agents locally and deploying them to the
cloud.

### Before
<img width="1820" height="1852" alt="image"
src="https://github.com/user-attachments/assets/cecb8a4d-cccb-4488-8fca-df5f86c153e9"
/>

### After
<img width="1800" height="1830" alt="image"
src="https://github.com/user-attachments/assets/9200fb51-548e-4188-b42f-1850a47d7349"
/>

### Before
<img width="1778" height="278" alt="image"
src="https://github.com/user-attachments/assets/beb32070-5ef4-4bfb-b8ce-04268da4aa90"
/>

### After
<img width="1822" height="852" alt="image"
src="https://github.com/user-attachments/assets/5e725058-7bae-4e44-9d69-25c46d88005a"
/>

These changes provide a much smoother and more straightforward
onboarding experience for developers using ADK with Toolbox.

🛠️ Addresses https://github.com/googleapis/genai-toolbox/issues/1705
Fixes https://github.com/googleapis/mcp-toolbox-sdk-python/issues/370
2025-11-26 18:41:36 +05:30
Mend Renovate
b2c4a783e9 chore(deps): update dependency langgraph to v1.0.4 (#2043)
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))
| `==1.0.3` -> `==1.0.4` |
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|

---

### Release Notes

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

###
[`v1.0.4`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.4)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.3...1.0.4)

Changes since 1.0.3

- release(langgraph): 1.0.4
([#&#8203;6502](https://redirect.github.com/langchain-ai/langgraph/issues/6502))
- chore: pop thread ID from configurable fields in remote graph
([#&#8203;6497](https://redirect.github.com/langchain-ai/langgraph/issues/6497))
- chore: clean up some refs
([#&#8203;6487](https://redirect.github.com/langchain-ai/langgraph/issues/6487))
- chore(sdk-py): Add more type checking.
([#&#8203;6479](https://redirect.github.com/langchain-ai/langgraph/issues/6479))
- fix: interrupt stream mode values
([#&#8203;6475](https://redirect.github.com/langchain-ai/langgraph/issues/6475))
- release: langgraph-prebuilt 1.0.5
([#&#8203;6473](https://redirect.github.com/langchain-ai/langgraph/issues/6473))
- refactor: separate prepare\_push\_\* functions
([#&#8203;6450](https://redirect.github.com/langchain-ai/langgraph/issues/6450))
- fix: dep warnings in prebuilt
([#&#8203;6443](https://redirect.github.com/langchain-ai/langgraph/issues/6443))
- release: prebuilt 1.0.3
([#&#8203;6441](https://redirect.github.com/langchain-ai/langgraph/issues/6441))

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2025-11-25 22:33:21 +00:00
Mend Renovate
7bffe5e8cd chore(deps): update dependency langchain to v1.1.0 (#2022)
This PR contains the following updates:

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|---|---|---|---|
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Mend Renovate
f6458bd4cb chore(deps): update dependency langchain-google-vertexai to v3.1.0 (#2023)
This PR contains the following updates:

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|---|---|---|---|
|
[langchain-google-vertexai](https://redirect.github.com/langchain-ai/langchain-google)
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[changelog](https://redirect.github.com/langchain-ai/langchain-google/releases?q=%22vertexai%22))
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2025-11-25 21:28:17 +00:00
Anubhav Dhawan
87ef9c5908 chore(deps): Fix typo in package dependency name (#2018)
Partially reverts googleapis/genai-toolbox#2011 to fix the typo in the
package name.

The original PR breaks builds due to incorrect package name.

<img width="2254" height="522" alt="image"
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2025-11-24 07:44:51 +00:00
Mend Renovate
1deda6cb4c chore(deps): update dependency langchain-google-vertexai to v3.0.3 (#2011)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[langchain-google-vertexai](https://redirect.github.com/langchain-ai/langchain-google)
([source](https://redirect.github.com/langchain-ai/langchain-google/tree/HEAD/libs/vertexai),
[changelog](https://redirect.github.com/langchain-ai/langchain-google/releases?q=%22vertexai%22))
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Mend Renovate
768bf01966 chore(deps): update dependency langchain to v1.0.8 (#2010)
This PR contains the following updates:

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|---|---|---|---|
| [langchain](https://redirect.github.com/langchain-ai/langchain)
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[changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain%3D%3D1%22))
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2025-11-24 06:01:02 +00:00
Mend Renovate
b0fe6775d5 chore(deps): update dependency toolbox-core to v0.5.3 (#2008)
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))
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---

### 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)),
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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` |
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### 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))

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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` |
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---

### 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

---

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View the [repository job
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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 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
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♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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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>
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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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

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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/)
|
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|

---

### 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>

---

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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

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🚦 **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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2025-11-21 12:02:31 +05:30
Mend Renovate
b2ea4b7b8f chore(deps): update dependency pytest to v9.0.1 (#1938)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [pytest](https://redirect.github.com/pytest-dev/pytest)
([changelog](https://docs.pytest.org/en/stable/changelog.html)) |
`==9.0.0` -> `==9.0.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/9.0.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

---

### Release Notes

<details>
<summary>pytest-dev/pytest (pytest)</summary>

###
[`v9.0.1`](https://redirect.github.com/pytest-dev/pytest/releases/tag/9.0.1)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/9.0.0...9.0.1)

### pytest 9.0.1 (2025-11-12)

#### Bug fixes

-
[#&#8203;13895](https://redirect.github.com/pytest-dev/pytest/issues/13895):
Restore support for skipping tests via `raise unittest.SkipTest`.
-
[#&#8203;13896](https://redirect.github.com/pytest-dev/pytest/issues/13896):
The terminal progress plugin added in pytest 9.0 is now automatically
disabled when iTerm2 is detected, it generated desktop notifications
instead of the desired functionality.
-
[#&#8203;13904](https://redirect.github.com/pytest-dev/pytest/issues/13904):
Fixed the TOML type of the verbosity settings in the API reference from
number to string.
-
[#&#8203;13910](https://redirect.github.com/pytest-dev/pytest/issues/13910):
Fixed <span class="title-ref">UserWarning: Do not expect
file\_or\_dir</span> on some earlier Python 3.12 and 3.13 point
versions.

#### Packaging updates and notes for downstreams

-
[#&#8203;13933](https://redirect.github.com/pytest-dev/pytest/issues/13933):
The tox configuration has been adjusted to make sure the desired
  version string can be passed into its `package_env` through
  the `SETUPTOOLS_SCM_PRETEND_VERSION_FOR_PYTEST` environment
  variable as a part of the release process -- by `webknjaz`.

#### Contributor-facing changes

-
[#&#8203;13891](https://redirect.github.com/pytest-dev/pytest/issues/13891),
[#&#8203;13942](https://redirect.github.com/pytest-dev/pytest/issues/13942):
The CI/CD part of the release automation is now capable of
  creating GitHub Releases without having a Git checkout on
  disk -- by `bluetech` and `webknjaz`.
-
[#&#8203;13933](https://redirect.github.com/pytest-dev/pytest/issues/13933):
The tox configuration has been adjusted to make sure the desired
  version string can be passed into its `package_env` through
  the `SETUPTOOLS_SCM_PRETEND_VERSION_FOR_PYTEST` environment
  variable as a part of the release process -- by `webknjaz`.

</details>

---

### Configuration

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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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2025-11-12 10:08:41 -08:00
Mend Renovate
61739300be chore(deps): update dependency llama-index-llms-google-genai to v0.7.3 (#1886)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| llama-index-llms-google-genai | `==0.7.1` -> `==0.7.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index-llms-google-genai/0.7.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

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### Configuration

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Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
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2025-11-10 14:01:45 -08:00
Mend Renovate
edd739c490 chore(deps): update dependency pytest to v9 (#1911)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [pytest](https://redirect.github.com/pytest-dev/pytest)
([changelog](https://docs.pytest.org/en/stable/changelog.html)) |
`==8.4.2` -> `==9.0.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/9.0.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pytest/8.4.2/9.0.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>pytest-dev/pytest (pytest)</summary>

###
[`v9.0.0`](https://redirect.github.com/pytest-dev/pytest/releases/tag/9.0.0)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/8.4.2...9.0.0)

### pytest 9.0.0 (2025-11-05)

#### New features

-
[#&#8203;1367](https://redirect.github.com/pytest-dev/pytest/issues/1367):
**Support for subtests** has been added.

`subtests <subtests>` are an alternative to parametrization, useful in
situations where the parametrization values are not all known at
collection time.

  Example:

  ```python
  def contains_docstring(p: Path) -> bool:
"""Return True if the given Python file contains a top-level
docstring."""
      ...

def test_py_files_contain_docstring(subtests: pytest.Subtests) -> None:
      for path in Path.cwd().glob("*.py"):
          with subtests.test(path=str(path)):
              assert contains_docstring(path)
  ```

Each assert failure or error is caught by the context manager and
reported individually, giving a clear picture of all files that are
missing a docstring.

  In addition, `unittest.TestCase.subTest` is now also supported.

This feature was originally implemented as a separate plugin in
[pytest-subtests](https://redirect.github.com/pytest-dev/pytest-subtests),
but since then has been merged into the core.

  > \[!NOTE]
> This feature is experimental and will likely evolve in future
releases. By that we mean that we might change how subtests are reported
on failure, but the functionality and how to use it are stable.

-
[#&#8203;13743](https://redirect.github.com/pytest-dev/pytest/issues/13743):
Added support for **native TOML configuration files**.

While pytest, since version 6, supports configuration in
`pyproject.toml` files under `[tool.pytest.ini_options]`,
it does so in an "INI compatibility mode", where all configuration
values are treated as strings or list of strings.
  Now, pytest supports the native TOML data model.

In `pyproject.toml`, the native TOML configuration is under the
`[tool.pytest]` table.

  ```toml
  # pyproject.toml
  [tool.pytest]
  minversion = "9.0"
  addopts = ["-ra", "-q"]
  testpaths = [
      "tests",
      "integration",
  ]
  ```

The `[tool.pytest.ini_options]` table remains supported, but both tables
cannot be used at the same time.

If you prefer to use a separate configuration file, or don't use
`pyproject.toml`, you can use `pytest.toml` or `.pytest.toml`:

  ```toml
  # pytest.toml or .pytest.toml
  [pytest]
  minversion = "9.0"
  addopts = ["-ra", "-q"]
  testpaths = [
      "tests",
      "integration",
  ]
  ```

The documentation now (sometimes) shows configuration snippets in both
TOML and INI formats, in a tabbed interface.

  See `config file formats` for full details.

-
[#&#8203;13823](https://redirect.github.com/pytest-dev/pytest/issues/13823):
Added a **"strict mode"** enabled by the `strict` configuration option.

  When set to `true`, the `strict` option currently enables

  - `strict_config`
  - `strict_markers`
  - `strict_parametrization_ids`
  - `strict_xfail`

The individual strictness options can be explicitly set to override the
global `strict` setting.

The previously-deprecated `--strict` command-line flag now enables
strict mode.

If pytest adds new strictness options in the future, they will also be
enabled in strict mode.
Therefore, you should only enable strict mode if you use a pinned/locked
version of pytest,
or if you want to proactively adopt new strictness options as they are
added.

  See `strict mode` for more details.

-
[#&#8203;13737](https://redirect.github.com/pytest-dev/pytest/issues/13737):
Added the `strict_parametrization_ids` configuration option.

When set, pytest emits an error if it detects non-unique parameter set
IDs,
rather than automatically making the IDs unique by adding <span
class="title-ref">0</span>, <span class="title-ref">1</span>, ... to
them.
  This can be particularly useful for catching unintended duplicates.

-
[#&#8203;13072](https://redirect.github.com/pytest-dev/pytest/issues/13072):
Added support for displaying test session **progress in the terminal
tab** using the [OSC
9;4;](https://conemu.github.io/en/AnsiEscapeCodes.html#ConEmu_specific_OSC)
ANSI sequence.
When pytest runs in a supported terminal emulator like ConEmu, Gnome
Terminal, Ptyxis, Windows Terminal, Kitty or Ghostty,
  you'll see the progress in the terminal tab or window,
  allowing you to monitor pytest's progress at a glance.

This feature is automatically enabled when running in a TTY. It is
implemented as an internal plugin. If needed, it can be disabled as
follows:

- On a user level, using `-p no:terminalprogress` on the command line or
via an environment variable `PYTEST_ADDOPTS='-p no:terminalprogress'`.
- On a project configuration level, using `addopts = "-p
no:terminalprogress"`.

-
[#&#8203;478](https://redirect.github.com/pytest-dev/pytest/issues/478):
Support PEP420 (implicit namespace packages) as <span
class="title-ref">--pyargs</span> target when
`consider_namespace_packages` is <span class="title-ref">true</span> in
the config.

Previously, this option only impacted package imports, now it also
impacts tests discovery.

-
[#&#8203;13678](https://redirect.github.com/pytest-dev/pytest/issues/13678):
Added a new `faulthandler_exit_on_timeout` configuration option set to
"false" by default to let <span class="title-ref">faulthandler</span>
interrupt the <span class="title-ref">pytest</span> process after a
timeout in case of deadlock.

Previously, a <span class="title-ref">faulthandler</span> timeout would
only dump the traceback of all threads to stderr, but would not
interrupt the <span class="title-ref">pytest</span> process.

  \-- by `ogrisel`.

-
[#&#8203;13829](https://redirect.github.com/pytest-dev/pytest/issues/13829):
Added support for configuration option aliases via the `aliases`
parameter in `Parser.addini() <pytest.Parser.addini>`.

  Plugins can now register alternative names for configuration options,
allowing for more flexibility in configuration naming and supporting
backward compatibility when renaming options.
The canonical name always takes precedence if both the canonical name
and an alias are specified in the configuration file.

#### Improvements in existing functionality

-
[#&#8203;13330](https://redirect.github.com/pytest-dev/pytest/issues/13330):
Having pytest configuration spread over more than one file (for example
having both a `pytest.ini` file and `pyproject.toml` with a
`[tool.pytest.ini_options]` table) will now print a warning to make it
clearer to the user that only one of them is actually used.

  \-- by `sgaist`

-
[#&#8203;13574](https://redirect.github.com/pytest-dev/pytest/issues/13574):
The single argument `--version` no longer loads the entire plugin
infrastructure, making it faster and more reliable when displaying only
the pytest version.

Passing `--version` twice (e.g., `pytest --version --version`) retains
the original behavior, showing both the pytest version and plugin
information.

  > \[!NOTE]
> Since `--version` is now processed early, it only takes effect when
passed directly via the command line. It will not work if set through
other mechanisms, such as `PYTEST_ADDOPTS` or `addopts`.

-
[#&#8203;13823](https://redirect.github.com/pytest-dev/pytest/issues/13823):
Added `strict_xfail` as an alias to the `xfail_strict` option,
  `strict_config` as an alias to the `--strict-config` flag,
  and `strict_markers` as an alias to the `--strict-markers` flag.
This makes all strictness options consistently have configuration
options with the prefix `strict_`.

-
[#&#8203;13700](https://redirect.github.com/pytest-dev/pytest/issues/13700):
<span class="title-ref">--junitxml</span> no longer prints the <span
class="title-ref">generated xml file</span> summary at the end of the
pytest session when <span class="title-ref">--quiet</span> is given.

-
[#&#8203;13732](https://redirect.github.com/pytest-dev/pytest/issues/13732):
Previously, when filtering warnings, pytest would fail if the filter
referenced a class that could not be imported. Now, this only outputs a
message indicating the problem.

-
[#&#8203;13859](https://redirect.github.com/pytest-dev/pytest/issues/13859):
Clarify the error message for <span
class="title-ref">pytest.raises()</span> when a regex <span
class="title-ref">match</span> fails.

-
[#&#8203;13861](https://redirect.github.com/pytest-dev/pytest/issues/13861):
Better sentence structure in a test's expected error message.
Previously, the error message would be "expected exception must be
\<expected>, but got \<actual>". Now, it is "Expected \<expected>, but
got \<actual>".

#### Removals and backward incompatible breaking changes

-
[#&#8203;12083](https://redirect.github.com/pytest-dev/pytest/issues/12083):
Fixed a bug where an invocation such as <span class="title-ref">pytest
a/ a/b</span> would cause only tests from <span
class="title-ref">a/b</span> to run, and not other tests under <span
class="title-ref">a/</span>.

The fix entails a few breaking changes to how such overlapping arguments
and duplicates are handled:

1. <span class="title-ref">pytest a/b a/</span> or <span
class="title-ref">pytest a/ a/b</span> are equivalent to <span
class="title-ref">pytest a</span>; if an argument overlaps another
arguments, only the prefix remains.
2. <span class="title-ref">pytest x.py x.py</span> is equivalent to
<span class="title-ref">pytest x.py</span>; previously such an
invocation was taken as an explicit request to run the tests from the
file twice.

If you rely on these behaviors, consider using `--keep-duplicates
<duplicate-paths>`, which retains its existing behavior (including the
bug).

-
[#&#8203;13719](https://redirect.github.com/pytest-dev/pytest/issues/13719):
Support for Python 3.9 is dropped following its end of life.

-
[#&#8203;13766](https://redirect.github.com/pytest-dev/pytest/issues/13766):
Previously, pytest would assume it was running in a CI/CD environment if
either of the environment variables <span class="title-ref">$CI</span>
or <span class="title-ref">$BUILD\_NUMBER</span> was defined;
now, CI mode is only activated if at least one of those variables is
defined and set to a *non-empty* value.

-
[#&#8203;13779](https://redirect.github.com/pytest-dev/pytest/issues/13779):
**PytestRemovedIn9Warning deprecation warnings are now errors by
default.**

Following our plan to remove deprecated features with as little
disruption as
possible, all warnings of type `PytestRemovedIn9Warning` now generate
errors
  instead of warning messages by default.

**The affected features will be effectively removed in pytest 9.1**, so
please consult the
`deprecations` section in the docs for directions on how to update
existing code.

In the pytest `9.0.X` series, it is possible to change the errors back
into warnings as a
  stopgap measure by adding this to your `pytest.ini` file:

  ```ini
  [pytest]
  filterwarnings =
      ignore::pytest.PytestRemovedIn9Warning
  ```

  But this will stop working when pytest `9.1` is released.

**If you have concerns** about the removal of a specific feature, please
add a
  comment to `13779`.

#### Deprecations (removal in next major release)

-
[#&#8203;13807](https://redirect.github.com/pytest-dev/pytest/issues/13807):
`monkeypatch.syspath_prepend() <pytest.MonkeyPatch.syspath_prepend>` now
issues a deprecation warning when the prepended path contains legacy
namespace packages (those using `pkg_resources.declare_namespace()`).
  Users should migrate to native namespace packages (`420`).
  See `monkeypatch-fixup-namespace-packages` for details.

#### Bug fixes

-
[#&#8203;13445](https://redirect.github.com/pytest-dev/pytest/issues/13445):
Made the type annotations of `pytest.skip` and friends more
spec-complaint to have them work across more type checkers.

-
[#&#8203;13537](https://redirect.github.com/pytest-dev/pytest/issues/13537):
Fixed a bug in which `ExceptionGroup` with only `Skipped` exceptions in
teardown was not handled correctly and showed as error.

-
[#&#8203;13598](https://redirect.github.com/pytest-dev/pytest/issues/13598):
Fixed possible collection confusion on Windows when short paths and
symlinks are involved.

-
[#&#8203;13716](https://redirect.github.com/pytest-dev/pytest/issues/13716):
Fixed a bug where a nonsensical invocation like `pytest x.py[a]` (a file
cannot be parametrized) was silently treated as `pytest x.py`. This is
now a usage error.

-
[#&#8203;13722](https://redirect.github.com/pytest-dev/pytest/issues/13722):
Fixed a misleading assertion failure message when using `pytest.approx`
on mappings with differing lengths.

-
[#&#8203;13773](https://redirect.github.com/pytest-dev/pytest/issues/13773):
Fixed the static fixture closure calculation to properly consider
transitive dependencies requested by overridden fixtures.

-
[#&#8203;13816](https://redirect.github.com/pytest-dev/pytest/issues/13816):
Fixed `pytest.approx` which now returns a clearer error message when
comparing mappings with different keys.

-
[#&#8203;13849](https://redirect.github.com/pytest-dev/pytest/issues/13849):
Hidden `.pytest.ini` files are now picked up as the config file even if
empty.
  This was an inconsistency with non-hidden `pytest.ini`.

-
[#&#8203;13865](https://redirect.github.com/pytest-dev/pytest/issues/13865):
Fixed <span class="title-ref">--show-capture</span> with <span
class="title-ref">--tb=line</span>.

-
[#&#8203;13522](https://redirect.github.com/pytest-dev/pytest/issues/13522):
Fixed `pytester` in subprocess mode ignored all :attr\`pytester.plugins
\<pytest.Pytester.plugins>\` except the first.

Fixed `pytester` in subprocess mode silently ignored non-str
`pytester.plugins <pytest.Pytester.plugins>`.
  Now it errors instead.
If you are affected by this, specify the plugin by name, or switch the
affected tests to use `pytester.runpytest_inprocess
<pytest.Pytester.runpytest_inprocess>` explicitly instead.

#### Packaging updates and notes for downstreams

-
[#&#8203;13791](https://redirect.github.com/pytest-dev/pytest/issues/13791):
Minimum requirements on `iniconfig` and `packaging` were bumped to
`1.0.1` and `22.0.0`, respectively.

#### Contributor-facing changes

-
[#&#8203;12244](https://redirect.github.com/pytest-dev/pytest/issues/12244):
Fixed self-test failures when <span class="title-ref">TERM=dumb</span>.
-
[#&#8203;12474](https://redirect.github.com/pytest-dev/pytest/issues/12474):
Added scheduled GitHub Action Workflow to run Sphinx linkchecks in repo
documentation.
-
[#&#8203;13621](https://redirect.github.com/pytest-dev/pytest/issues/13621):
pytest's own testsuite now handles the `lsof` command hanging (e.g. due
to unreachable network filesystems), with the affected selftests being
skipped after 10 seconds.
-
[#&#8203;13638](https://redirect.github.com/pytest-dev/pytest/issues/13638):
Fixed deprecated `gh pr new` command in `scripts/prepare-release-pr.py`.
The script now uses `gh pr create` which is compatible with GitHub CLI
v2.0+.
-
[#&#8203;13695](https://redirect.github.com/pytest-dev/pytest/issues/13695):
Flush <span class="title-ref">stdout</span> and <span
class="title-ref">stderr</span> in <span
class="title-ref">Pytester.run</span> to avoid truncated outputs in
<span class="title-ref">test\_faulthandler.py::test\_timeout</span> on
CI -- by `ogrisel`.
-
[#&#8203;13771](https://redirect.github.com/pytest-dev/pytest/issues/13771):
Skip <span
class="title-ref">test\_do\_not\_collect\_symlink\_siblings</span> on
Windows environments without symlink support to avoid false negatives.
-
[#&#8203;13841](https://redirect.github.com/pytest-dev/pytest/issues/13841):
`tox>=4` is now required when contributing to pytest.
-
[#&#8203;13625](https://redirect.github.com/pytest-dev/pytest/issues/13625):
Added missing docstrings to `pytest_addoption()`, `pytest_configure()`,
and `cacheshow()` functions in `cacheprovider.py`.

#### Miscellaneous internal changes

-
[#&#8203;13830](https://redirect.github.com/pytest-dev/pytest/issues/13830):
Configuration overrides (`-o`/`--override-ini`) are now processed during
startup rather than during `config.getini() <pytest.Config.getini>`.

</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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2025-11-10 18:59:34 +00:00
Mend Renovate
cd4ae81501 chore(deps): update dependency google-adk to v1.18.0 (#1850)
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))
| `==1.15.1` -> `==1.18.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-adk/1.18.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-adk/1.15.1/1.18.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v1.18.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1180-2025-11-05)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.17.0...v1.18.0)

##### Features

- **\[ADK Visual Agent Builder]**
  - Core Features
    - Visual workflow designer for agent creation
- Support for multiple agent types (LLM, Sequential, Parallel, Loop,
Workflow)
    - Agent tool support with nested agent tools
    - Built-in and custom tool integration
- Callback management for all ADK callback types (before/after agent,
model, tool)
    - Assistant to help you build your agents with natural language
- Assistant proposes and writes agent configuration yaml files for you
    - Save to test with chat interfaces as normal
    - Build and debug at the same time in adk web!

- **\[Core]**
- Add support for extracting cache-related token counts from LiteLLM
usage
([4f85e86](4f85e86fc3))
- Expose the Python code run by the code interpreter in the logs
([a2c6a8a](a2c6a8a85c))
- Add run\_debug() helper method for quick agent experimentation
([0487eea](0487eea2ab))
- Allow injecting a custom Runner into `agent_to_a2a`
([156d235](156d235479))
- Support MCP prompts via the McpInstructionProvider class
([88032cf](88032cf5c5))

- **\[Models]**
- Add model tracking to LiteLlm and introduce a LiteLLM with fallbacks
demo
([d4c63fc](d4c63fc562))
- Add ApigeeLlm as a model that lets ADK Agent developers to connect
with an Apigee proxy
([87dcb3f](87dcb3f7ba))

- **\[Integrations]**
- Add example and fix for loading and upgrading old ADK session
databases
([338c3c8](338c3c89c6))
- Add support for specifying logging level for adk eval cli command
([b1ff85f](b1ff85fb23))
- Propagate LiteLLM finish\_reason to LlmResponse for use in callbacks
([71aa564](71aa5645f6))
- Allow LLM request to override the model used in the generate content
async method in LiteLLM
([ce8f674](ce8f674a28))
- Add api key argument to Vertex Session and Memory services for Express
Mode support
([9014a84](9014a849ea))
- Added support for enums as arguments for function tools
([240ef5b](240ef5beea))
- Implement artifact\_version related methods in GcsArtifactService
([e194ebb](e194ebb33c))

- **\[Services]**
- Add support for Vertex AI Express Mode when deploying to Agent Engine
([d4b2a8b](d4b2a8b49f))
- Remove custom polling logic for Vertex AI Session Service since LRO
polling is supported in express mode
([546c2a6](546c2a6816))
- Make VertexAiSessionService fully asynchronous
([f7e2a7a](f7e2a7a40e))

- **\[Tools]**
- Add Bigquery detect\_anomalies tool
([9851340](9851340ad1))
- Extend Bigquery detect\_anomalies tool to support future data anomaly
detection
([38ea749](38ea749c9c))
- Add get\_job\_info tool to BigQuery toolset
([6429457](64294572c1))

- **\[Evals]**
- Add "final\_session\_state" to the EvalCase data model
([2274c4f](2274c4f304))
- Marked expected\_invocation as optional field on evaluator interface
([b17c8f1](b17c8f19e5))
- Adds LLM-backed user simulator
([54c4ecc](54c4ecc733))

- **\[Observability]**
- Add BigQueryLoggingPlugin for event logging to BigQuery
([b7dbfed](b7dbfed4a3))

- **\[Live]**
- Add token usage to live events for bidi streaming
([6e5c0eb](6e5c0eb6e0))

##### Bug Fixes

- Reduce logging spam for MCP tools without authentication
([11571c3](11571c37ab))
- Fix typo in several files
([d2888a3](d2888a3766))
- Disable SetModelResponseTool workaround for Vertex AI Gemini 2+ models
([6a94af2](6a94af24bf))
- Bug when callback\_context\_invocation\_context is missing in
GlobalInstructionPlugin
([f81ebdb](f81ebdb622))
- Support models slash prefix in model name extraction
([8dff850](8dff85099d))
- Do not consider events with state delta and no content as final
response
([1ee93c8](1ee93c8bcb))
- Parameter filtering for CrewAI functions with \*\*kwargs
([74a3500](74a3500fc5))
- Do not treat FinishReason.STOP as error case for LLM responses
containing candidates with empty contents
([2f72ceb](2f72ceb49b))
- Fixes null check for reflect\_retry plugin sample
([86f0155](86f01550bd))
- Creates evalset directory on evalset create
([6c3882f](6c3882f2d6))
- Add ADK\_DISABLE\_LOAD\_DOTENV environment variable that disables
automatic loading of .env when running ADK cli, if set to true or 1
([15afbcd](15afbcd158))
- Allow tenacity 9.0.0
([ee8acc5](ee8acc58be))
- Output file uploading to artifact service should handle both base64
encoded and raw bytes
([496f8cd](496f8cd6bb))
- Correct message part ordering in A2A history
([5eca72f](5eca72f9bf))
- Change instruction insertion to respect tool call/response pairs
([1e6a9da](1e6a9daa63))
- DynamicPickleType to support MySQL dialect
([fc15c9a](fc15c9a0c3))
- Enable usage metadata in LiteLLM streaming
([f9569bb](f9569bbb1a))
- Fix issue with MCP tools throwing an error
([1a4261a](1a4261ad4b))
- Remove redundant `format` field from LiteLLM content objects
([489c39d](489c39db01))
- Update the contribution analysis tool to use original write mode
([54db3d4](54db3d4434))
- Fix agent evaluations detailed output rows wrapping
issue([4284c61](4284c61901))
- Update dependency version constraints to be based on PyPI
versions([0b1784e](0b1784e0e4))

##### Improvements

- Add Community Repo section to README
([432d30a](432d30af48))
- Undo adding MCP tools output schema to FunctionDeclaration
([92a7d19](92a7d19573))
- Refactor ADK README for clarity and consistency
([b0017ae](b0017aed44))
- Add support for reversed proxy in adk web
([a0df75b](a0df75b6fa))
- Avoid rendering empty columns as part of detailed results rendering of
eval results
([5cb35db](5cb35db921))
- Clear the behavior of disallow\_transfer\_to\_parent
([48ddd07](48ddd07894))
- Disable the scheduled execution for issue triage workflow
([a02f321](a02f321f1b))
- Include delimiter when matching events from parent nodes in content
processor
([b8a2b6c](b8a2b6c570))
- Improve Tau-bench ADK colab stability
([04dbc42](04dbc42e50))
- Implement ADK-based agent factory for Tau-bench
([c0c67c8](c0c67c8698))
- Add util to run ADK LLM Agent with simulation environment
([87f415a](87f415a7c3))
- Demonstrate CodeExecutor customization for environment setup
([8eeff35](8eeff35b35))
- Add sample agent for VertexAiCodeExecutor
([edfe553](edfe553942))
- Adds a new sample agent that demonstrates how to integrate PostgreSQL
databases using the Model Context Protocol (MCP)
([45a2168](45a2168e0e))
- Add example for using ADK with Fast MCP sampling
([d3796f9](d3796f9b33))
- Refactor gepa sample code and clean-up user demo
colab([63353b2](63353b2b74))

###
[`v1.17.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1170-2025-10-22)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.16.0...v1.17.0)

##### Features

- **\[Core]**
- Add a service registry to provide a generic way to register custom
service implementations to be used in FastAPI server. See short
instruction
[here](https://redirect.github.com/google/adk-python/discussions/3175#discussioncomment-14745120).
([391628f](391628fcdc))
- Add the ability to rewind a session to before a previous invocation
([9dce06f](9dce06f9b0))
- Support resuming a parallel agent with multiple branches paused on
tool confirmation requests
([9939e0b](9939e0b087))
- Support content union as static instruction
([cc24d61](cc24d616f8))

- **\[Evals]**
- ADK cli allows developers to create an eval set and add an eval case
([ae139bb](ae139bb461))

- **\[Integrations]**
- Allow custom request and event converters in A2aAgentExecutor
([a17f3b2](a17f3b2e6d))

- **\[Observability]**
- Env variable for disabling llm\_request and llm\_response in spans
([e50f05a](e50f05a9fc))

- **\[Services]**
- Allow passing extra kwargs to create\_session of
VertexAiSessionService
([6a5eac0](6a5eac0bdc))
- Implement new methods in in-memory artifact service to support custom
metadata, artifact versions, etc.
([5a543c0](5a543c00df))
- Add create\_time and mime\_type to ArtifactVersion
([2c7a342](2c7a342593))
- Support returning all sessions when user id is none
([141318f](141318f775))

- **\[Tools]**
- Support additional headers for Google API toolset
([ed37e34](ed37e343f0))
- Introduces a new AgentEngineSandboxCodeExecutor class that supports
executing agent-generated code using the Vertex AI Code Execution
Sandbox API
([ee39a89](ee39a89110))
- Support dynamic per-request headers in MCPToolset
([6dcbb5a](6dcbb5aca6))
- Add `bypass_multi_tools_limit` option to GoogleSearchTool and
VertexAiSearchTool
([9a6b850](9a6b8507f0),
[6da7274](6da7274858))
- Extend `ReflectAndRetryToolPlugin` to support hallucinating function
calls
([f51380f](f51380f9ea))
- Add require\_confirmation param for MCP tool/toolset
([78e74b5](78e74b5bf2))

- **\[UI]**
- Granular per agent speech configuration
([409df13](409df1378f))

##### Bug Fixes

- Returns dict as result from McpTool to comply with BaseTool
expectations
([4df9263](4df926388b))
- Fixes the identity prompt to be one line
([7d5c6b9](7d5c6b9acf))
- Fix the broken langchain importing caused their 1.0.0 release
([c850da3](c850da3a07))
- Fix BuiltInCodeExecutor to support visualizations
([ce3418a](ce3418a69d))
- Relax runner app-name enforcement and improve agent origin inference
([dc4975d](dc4975dea9))
- Improve error message when adk web is run in wrong directory
([4a842c5](4a842c5a13))
- Handle App objects in eval and graph endpoints
([0b73a69](0b73a6937b))
- Exclude `additionalProperties` from Gemini schemas
([307896a](307896aece))
- Overall eval status should be NOT\_EVALUATED if no invocations were
evaluated
([9fbed0b](9fbed0b15a))
- Create context cache only when prefix matches with previous request
([9e0b1fb](9e0b1fb62b))
- Handle `App` instances returned by `agent_loader.load_agent`
([847df16](847df1638c))
- Add support for file URIs in LiteLLM content conversion
([85ed500](85ed500871))
- Only exclude scores that are None
([998264a](998264a5b1))
- Better handling the A2A streaming tasks
([bddc70b](bddc70b5d0))
- Correctly populate context\_id in remote\_a2a\_agent library
([2158b3c](2158b3c915))
- Remove unnecessary Aclosing
([2f4f561](2f4f5611bd))
- Fix pickle data was truncated error in database session using MySql
([36c96ec](36c96ec5b3))

##### Improvements

- Improve hint message in agent loader
([fe1fc75](fe1fc75c15))
- Fixes MCPToolset --> McpToolset in various places
([d4dc645](d4dc645478))
- Add span for context caching handling and new cache creation
([a2d9f13](a2d9f13fa1))
- Checks gemini version for `2 and above` for gemini-builtin tools
([0df6759](0df67599c0))
- Refactor and fix state management in the session service
([8b3ed05](8b3ed059c2))
- Update agent builder instructions and remove run command details
([89344da](89344da813))
- Clarify how to use adk built-in tool in instruction
([d22b8bf](d22b8bf890))
- Delegate the agent state reset logic to LoopAgent
([bb1ea74](bb1ea74924))
- Adjust the instruction about default model
([214986e](214986ebeb))
- Migrate invocation\_context to callback\_context
([e2072af](e2072af69f))
- Correct the callback signatures
([fa84bcb](fa84bcb575))
- Set default for `bypass_multi_tools_limit` to False for
GoogleSearchTool and VertexAiSearchTool
([6da7274](6da7274858))
- Add more clear instruction to the doc updater agent about one PR for
each recommended change
([b21d0a5](b21d0a50d6))
- Add a guideline to avoid content deletion
([16b030b](16b030b2b2))
- Add an sample agent for the `ReflectAndRetryToolPlugin`
([9b8a4aa](9b8a4aad6f))
- Improve error message when adk web is run in wrong directory
([4a842c5](4a842c5a13))
- Add an sample agent for the `ReflectAndRetryToolPlugin`
([9b8a4aa](9b8a4aad6f))
- Add span for context caching handling and new cache creation
([a2d9f13](a2d9f13fa1))
- Disable the scheduled execution for issue triage workflow
([bae2102](bae21027d9))
- Correct the callback signatures
([fa84bcb](fa84bcb575))

##### Documentation

- Format README.md for samples
([0bdba30](0bdba30263))
- Bump models in llms and llms-full to Gemini 2.5
([ce46386](ce4638651f))
- Update gemini\_llm\_connection.py - typo spelling correction
([e6e2767](e6e2767c39))
- Announce the first ADK Community Call in the README
([731bb90](731bb9078d))

###
[`v1.16.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1160-2025-10-08)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.15.1...v1.16.0)

##### Features

- **\[Core]**
- Implementation of LLM context compaction
([e0dd06f](e0dd06ff04))
- Support pause and resume an invocation in ADK
([ce9c39f](ce9c39f5a8),

[2f1040f](2f1040f296),

[1ee01cc](1ee01cc05a),

[f005414](f005414895),

[fbf7576](fbf75761bb))
- **\[Models]**
- Add `citation_metadata` to `LlmResponse`
([3f28e30](3f28e30c6d))
- Add support for gemma model via gemini api
([2b5acb9](2b5acb98f5))
- **\[Tools]**
- Add `dry_run` functionality to BigQuery `execute_sql` tool
([960eda3](960eda3d1f))
- Add BigQuery analyze\_contribution tool
([4bb089d](4bb089d386))
- Spanner ADK toolset supports customizable template SQL and
parameterized SQL
([da62700](da62700d73))
- Support Oauth2 client credentials grant type
([5c6cdcd](5c6cdcd197))
- Add `ReflectRetryToolPlugin` to reflect from errors and retry with
different arguments when tool errors
([e55b894](e55b8946d6))
- Support using `VertexAiSearchTool` built-in tool with other tools in
the same agent
([4485379](4485379a04))
- Support using google search built-in tool with other tools in the same
agent
([d3148da](d3148dacc9))
- **\[Evals]**
- Add HallucinationsV1 evaluation metric
([8c73d29](8c73d29c75))
- Add Rubric based tool use metric
([c984b9e](c984b9e552))
- **\[UI]**
- Adds `adk web` options for custom logo
([822efe0](822efe0065))
- **\[Observability]**
- **otel:** Switch CloudTraceSpanExporter to telemetry.googleapis.com
([bd76b46](bd76b46ce2))

##### Bug Fixes

- Adapt to new computer use tool name in genai sdk 1.41.0
([c6dd444](c6dd444fc9))
- Add AuthConfig json serialization in vertex ai session service
([636def3](636def3687))
- Added more agent instructions for doc content changes
([7459962](745996212d))
- Convert argument to pydantic model when tool declares it accepts
pydantic model as argument
([571c802](571c802fba))
- Do not re-create `App` object when loader returns an `App`
([d5c46e4](d5c46e4960))
- Fix compaction logic
([3f2b457](3f2b457efd))
- Fix the instruction in workflow\_triage example agent
([8f3ca03](8f3ca0359e))
- Fixes a bug that causes intermittent `pydantic` validation errors when
uploading files
([e680063](e68006386f))
- Handle A2A Task Status Update Event when streaming in
remote\_a2a\_agent
([a5cf80b](a5cf80b952))
- Make compactor optional in Events Compaction Config and add a default
([3f4bd67](3f4bd67b49))
- Rename SlidingWindowCompactor to LlmEventSummarizer and refine its
docstring
([f1abdb1](f1abdb1938))
- Rollback compaction handling from \_get\_contents
([84f2f41](84f2f417f7))
- Set `max_output_tokens` for the agent builder
([2e2d61b](2e2d61b6fe))
- Set default response modality to AUDIO in run\_session
([68402bd](68402bda49))
- Update remote\_a2a\_agent to better handle streaming events and avoid
duplicate responses
([8e5f361](8e5f361264))
- Update the load\_artifacts tool so that the model can reliably call it
for follow up questions about the same artifact
([238472d](238472d083))
- Fix VertexAiSessionService base\_url override to preserve initialized
http\_options
([8110e41](8110e41b36),
[c51ea0b](c51ea0b52e))
- Handle `App` instances returned by `agent_loader.load_agent`
([847df16](847df1638c))

##### Improvements

- Migrate VertexAiSessionService to use Agent Engine SDK
([90d4c19](90d4c19c51))
- Migrate VertexAiMemoryBankService to use Agent Engine SDK
([d1efc84](d1efc8461e),
[97b950b](97b950b36b),
[83fd045](83fd045718))
- Add support for resolving $ref and $defs in OpenAPI schemas
([a239716](a239716930))

##### Documentation

- Update BigQuery samples README
([3021266](30212669ff))

</details>

---

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2025-11-06 19:31:02 +00:00
Mend Renovate
27caa1f421 chore(deps): update dependency google-adk to v1.15.1 (#1582)
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))
| `==1.15.0` -> `==1.15.1` |
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### Release Notes

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

###
[`v1.15.1`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1151-2025-09-26)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.15.0...v1.15.1)

##### Bug Fixes

- Fix the deployment failure for Agent Engine
([e172811](e172811bc7))

</details>

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2025-11-04 10:17:09 -08:00
Mend Renovate
98e3f6abe4 chore(deps): update dependency llama-index-llms-google-genai to v0.7.1 (#1841)
This PR contains the following updates:

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|---|---|---|---|
| llama-index-llms-google-genai | `==0.6.2` -> `==0.7.1` |
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> [!WARNING]
> Some dependencies could not be looked up. Check the Dependency
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2025-11-03 15:46:45 -08:00
Mend Renovate
4620666b2e chore(deps): update dependency google-genai to v1.47.0 (#1820)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.46.0` -> `==1.47.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-genai/1.47.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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---

### Release Notes

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

###
[`v1.47.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1470-2025-10-29)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.46.0...v1.47.0)

##### Features

- Add safety\_filter\_level and person\_generation for Imagen upscaling
([6196b1b](6196b1b425))
- Add support for preference optimization tuning in the SDK.
([4540f9d](4540f9d25f))
- Pass file name to the backend when uploading with a file path
([4fa2edd](4fa2edd927))
- Support default global location when not using api key with vertexai
backend
([6340ce0](6340ce0cf0))
- Support retries in API requests
([ac70ecd](ac70ecdb02))

##### Bug Fixes

- Check environment Vertex AI api key for credential precedence
([9bd758c](9bd758c50c))
- Correct pydantic version range (bytes fields are broken with
pydantic<=2.8).
([d24cb56](d24cb5634e))
- Make `__del__` methods more robust in `_api_client` and `client`.
([64cab58](64cab58b38))
- Setting custom httpx async client will ensure using httpx client even
if aiohttp is installed
([7bd1bde](7bd1bdef36))
- Support custom\_base\_url for Live and other APIs when
project/location are unset and even when project/location are set in the
environment, and avoid Automatic Default Credentials
([7bd1bde](7bd1bdef36))

##### Documentation

- Add docstring for classes and fields that are not supported in Gemini
or Vertex API
([4a6c6af](4a6c6af190))
- Add docstring for enum classes that are not supported in Gemini or
Vertex API
([909f26b](909f26b926))
- Add documentation for the retry behavior
([ff12b46](ff12b46294))
- Update Codegen Instructions to include newer models and use consistent
formatting.
([f0b0a94](f0b0a94aa1))
- Update README.md and index.rst to use consistent spacing for Python
Samples
([2e5aa1f](2e5aa1f933))

</details>

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Mend Renovate
fdca92cefb chore(deps): update dependency llama-index-llms-google-genai to v0.6.2 (#1725)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| llama-index-llms-google-genai | `==0.6.1` -> `==0.6.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index-llms-google-genai/0.6.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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Mend Renovate
01ac3134c0 chore(deps): update dependency llama-index to v0.14.6 (#1785)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.14.4` -> `==0.14.6` |
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---

### Release Notes

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

###
[`v0.14.6`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-10-26)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.5...v0.14.6)

##### llama-index-core \[0.14.6]

- Add allow\_parallel\_tool\_calls for non-streaming
([#&#8203;20117](https://redirect.github.com/run-llama/llama_index/pull/20117))
- Fix invalid use of field-specific metadata
([#&#8203;20122](https://redirect.github.com/run-llama/llama_index/pull/20122))
- update doc for SemanticSplitterNodeParser
([#&#8203;20125](https://redirect.github.com/run-llama/llama_index/pull/20125))
- fix rare cases when sentence splits are larger than chunk size
([#&#8203;20147](https://redirect.github.com/run-llama/llama_index/pull/20147))

##### llama-index-embeddings-bedrock \[0.7.0]

- Fix BedrockEmbedding to support Cohere v4 response format
([#&#8203;20094](https://redirect.github.com/run-llama/llama_index/pull/20094))

##### llama-index-embeddings-isaacus \[0.1.0]

- feat: Isaacus embeddings integration
([#&#8203;20124](https://redirect.github.com/run-llama/llama_index/pull/20124))

##### llama-index-embeddings-oci-genai \[0.4.2]

- Update OCI GenAI cohere models
([#&#8203;20146](https://redirect.github.com/run-llama/llama_index/pull/20146))

##### llama-index-llms-anthropic \[0.9.7]

- Fix double token stream in anthropic llm
([#&#8203;20108](https://redirect.github.com/run-llama/llama_index/pull/20108))
- Ensure anthropic content delta only has user facing response
([#&#8203;20113](https://redirect.github.com/run-llama/llama_index/pull/20113))

##### llama-index-llms-baseten \[0.1.7]

- add GLM
([#&#8203;20121](https://redirect.github.com/run-llama/llama_index/pull/20121))

##### llama-index-llms-helicone \[0.1.0]

- integrate helicone to llama-index
([#&#8203;20131](https://redirect.github.com/run-llama/llama_index/pull/20131))

##### llama-index-llms-oci-genai \[0.6.4]

- Update OCI GenAI cohere models
([#&#8203;20146](https://redirect.github.com/run-llama/llama_index/pull/20146))

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

- chore: openai vbump
([#&#8203;20095](https://redirect.github.com/run-llama/llama_index/pull/20095))

##### llama-index-readers-imdb-review \[0.4.2]

- chore: Update selenium dependency in imdb-review reader
([#&#8203;20105](https://redirect.github.com/run-llama/llama_index/pull/20105))

##### llama-index-retrievers-bedrock \[0.5.0]

- feat(bedrock): add async support for AmazonKnowledgeBasesRetriever
([#&#8203;20114](https://redirect.github.com/run-llama/llama_index/pull/20114))

##### llama-index-retrievers-superlinked \[0.1.3]

- Update README.md
([#&#8203;19829](https://redirect.github.com/run-llama/llama_index/pull/19829))

##### llama-index-storage-kvstore-postgres \[0.4.2]

- fix: Replace raw SQL string interpolation with proper SQLAlchemy
parameterized APIs in PostgresKVStore
([#&#8203;20104](https://redirect.github.com/run-llama/llama_index/pull/20104))

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

- Fix BasicMCPClient resource signatures
([#&#8203;20118](https://redirect.github.com/run-llama/llama_index/pull/20118))

##### llama-index-vector-stores-postgres \[0.7.1]

- Add GIN index support for text array metadata in PostgreSQL vector
store
([#&#8203;20130](https://redirect.github.com/run-llama/llama_index/pull/20130))

###
[`v0.14.5`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-10-15)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.4...v0.14.5)

##### llama-index-core \[0.14.5]

- Remove debug print
([#&#8203;20000](https://redirect.github.com/run-llama/llama_index/pull/20000))
- safely initialize RefDocInfo in Docstore
([#&#8203;20031](https://redirect.github.com/run-llama/llama_index/pull/20031))
- Add progress bar for multiprocess loading
([#&#8203;20048](https://redirect.github.com/run-llama/llama_index/pull/20048))
- Fix duplicate node positions when identical text appears multiple
times in document
([#&#8203;20050](https://redirect.github.com/run-llama/llama_index/pull/20050))
- chore: tool call block - part 1
([#&#8203;20074](https://redirect.github.com/run-llama/llama_index/pull/20074))

##### llama-index-instrumentation \[0.4.2]

- update instrumentation package metadata
([#&#8203;20079](https://redirect.github.com/run-llama/llama_index/pull/20079))

##### llama-index-llms-anthropic \[0.9.5]

-  feat(anthropic): add prompt caching model validation utilities
([#&#8203;20069](https://redirect.github.com/run-llama/llama_index/pull/20069))
- fix streaming thinking/tool calling with anthropic
([#&#8203;20077](https://redirect.github.com/run-llama/llama_index/pull/20077))
- Add haiku 4.5 support
([#&#8203;20092](https://redirect.github.com/run-llama/llama_index/pull/20092))

##### llama-index-llms-baseten \[0.1.6]

- Baseten provider Kimi K2 0711, Llama 4 Maverick and Llama 4 Scout
Model APIs deprecation
([#&#8203;20042](https://redirect.github.com/run-llama/llama_index/pull/20042))

##### llama-index-llms-bedrock-converse \[0.10.5]

- feat: List Claude Sonnet 4.5 as a reasoning model
([#&#8203;20022](https://redirect.github.com/run-llama/llama_index/pull/20022))
- feat: Support global cross-region inference profile prefix
([#&#8203;20064](https://redirect.github.com/run-llama/llama_index/pull/20064))
- Update utils.py for opus 4.1
([#&#8203;20076](https://redirect.github.com/run-llama/llama_index/pull/20076))
- 4.1 opus bedrockconverse missing in funcitoncalling models
([#&#8203;20084](https://redirect.github.com/run-llama/llama_index/pull/20084))
- Add haiku 4.5 support
([#&#8203;20092](https://redirect.github.com/run-llama/llama_index/pull/20092))

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

- Add Support for Custom Models in Fireworks LLM
([#&#8203;20023](https://redirect.github.com/run-llama/llama_index/pull/20023))
- fix(llms/fireworks): Cannot use Fireworks Deepseek V3.1-20006 issue
([#&#8203;20028](https://redirect.github.com/run-llama/llama_index/pull/20028))

##### llama-index-llms-oci-genai \[0.6.3]

- Add support for xAI models in OCI GenAI
([#&#8203;20089](https://redirect.github.com/run-llama/llama_index/pull/20089))

##### llama-index-llms-openai \[0.6.4]

- Gpt 5 pro addition
([#&#8203;20029](https://redirect.github.com/run-llama/llama_index/pull/20029))
- fix collecting final response with openai responses streaming
([#&#8203;20037](https://redirect.github.com/run-llama/llama_index/pull/20037))
- Add support for GPT-5 models in utils.py (JSON\_SCHEMA\_MODELS)
([#&#8203;20045](https://redirect.github.com/run-llama/llama_index/pull/20045))
- chore: tool call block - part 1
([#&#8203;20074](https://redirect.github.com/run-llama/llama_index/pull/20074))

##### llama-index-llms-sglang \[0.1.0]

- Added Sglang llm integration
([#&#8203;20020](https://redirect.github.com/run-llama/llama_index/pull/20020))

##### llama-index-readers-gitlab \[0.5.1]

- feat(gitlab): add pagination params for repository tree and issues
([#&#8203;20052](https://redirect.github.com/run-llama/llama_index/pull/20052))

##### llama-index-readers-json \[0.4.2]

- vbump the JSON reader
([#&#8203;20039](https://redirect.github.com/run-llama/llama_index/pull/20039))

##### llama-index-readers-web \[0.5.5]

- fix: ScrapflyReader Pydantic validation error
([#&#8203;19999](https://redirect.github.com/run-llama/llama_index/pull/19999))

##### llama-index-storage-chat-store-dynamodb \[0.4.2]

- bump dynamodb chat store deps
([#&#8203;20078](https://redirect.github.com/run-llama/llama_index/pull/20078))

##### llama-index-tools-mcp \[0.4.2]

- 🐛 fix(tools/mcp): Fix dict type handling and reference resolution in …
([#&#8203;20082](https://redirect.github.com/run-llama/llama_index/pull/20082))

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

- feat(signnow): SignNow mcp tools integration
([#&#8203;20057](https://redirect.github.com/run-llama/llama_index/pull/20057))

##### llama-index-tools-tavily-research \[0.4.2]

- feat: Add Tavily extract function for URL content extraction
([#&#8203;20038](https://redirect.github.com/run-llama/llama_index/pull/20038))

##### llama-index-vector-stores-azurepostgresql \[0.2.0]

- Add hybrid search to Azure PostgreSQL integration
([#&#8203;20027](https://redirect.github.com/run-llama/llama_index/pull/20027))

##### llama-index-vector-stores-milvus \[0.9.3]

- fix: Milvus get\_field\_kwargs()
([#&#8203;20086](https://redirect.github.com/run-llama/llama_index/pull/20086))

##### llama-index-vector-stores-opensearch \[0.6.2]

- fix(opensearch): Correct version check for efficient filtering
([#&#8203;20067](https://redirect.github.com/run-llama/llama_index/pull/20067))

##### llama-index-vector-stores-qdrant \[0.8.6]

- fix(qdrant): Allow async-only initialization with hybrid search
([#&#8203;20005](https://redirect.github.com/run-llama/llama_index/pull/20005))

</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
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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
2025-10-27 21:26:51 +00:00
Mend Renovate
9379c02b24 chore(deps): update dependency langgraph to v1 (#1735)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [langgraph](https://redirect.github.com/langchain-ai/langgraph) |
`==0.6.8` -> `==1.0.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langgraph/1.0.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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|

---

### Release Notes

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

###
[`v1.0.1`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.1)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.0...1.0.1)

Changes since 1.0.0

- 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))

###
[`v1.0.0`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.0)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/0.6.11...1.0.0)

Changes since 1.0.0rc1

- 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))

###
[`v0.6.11`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/0.6.11)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/0.6.10...0.6.11)

Changes since 0.6.10

- chore: Allow checkpoint 3.0 in 0.6.\*
([#&#8203;6315](https://redirect.github.com/langchain-ai/langgraph/issues/6315))

###
[`v0.6.10`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/0.6.10)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/0.6.9...0.6.10)

Changes since 0.6.9

- chore(langgraph): bump langgraph version
([#&#8203;6257](https://redirect.github.com/langchain-ai/langgraph/issues/6257))
- fix(langgraph): revert selective interrupt task scheduling
([#&#8203;6252](https://redirect.github.com/langchain-ai/langgraph/issues/6252))

###
[`v0.6.9`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/0.6.9)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/0.6.8...0.6.9)

Changes since 1.0.0a4

- chore(langgraph): bump version
([#&#8203;6245](https://redirect.github.com/langchain-ai/langgraph/issues/6245))
- chore(checkpoint): bump patch version
([#&#8203;6244](https://redirect.github.com/langchain-ai/langgraph/issues/6244))
- fix(langgraph): selective interrupt task scheduling
([#&#8203;6158](https://redirect.github.com/langchain-ai/langgraph/issues/6158))
- fix(langgraph): task result from stream mode debug / tasks should
match format from get\_state\_history / get\_state
([#&#8203;6233](https://redirect.github.com/langchain-ai/langgraph/issues/6233))
- fix(langgraph): don't use rst code blocks in docstrings
([#&#8203;6231](https://redirect.github.com/langchain-ai/langgraph/issues/6231))
- docs(langgraph): standardize version-added admonitions
([#&#8203;6230](https://redirect.github.com/langchain-ai/langgraph/issues/6230))
- fix(langgraph): fix supersteps not populating task.result field
([#&#8203;6195](https://redirect.github.com/langchain-ai/langgraph/issues/6195))
- fix(langgraph): revert -- reuse cached writes on nested resume to
prevent task re-execution
([#&#8203;6227](https://redirect.github.com/langchain-ai/langgraph/issues/6227))
- chore(checkpoint-postgres): bump version
([#&#8203;6222](https://redirect.github.com/langchain-ai/langgraph/issues/6222))

</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
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Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
2025-10-24 22:16:08 +00:00
Mend Renovate
7add5e2f2c chore(deps): update dependency google-genai to v1.46.0 (#1693)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.42.0` -> `==1.46.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-genai/1.46.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-genai/1.42.0/1.46.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v1.46.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1460-2025-10-21)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.45.0...v1.46.0)

##### Features

- Add enable\_enhanced\_civic\_answers in GenerationConfig
([6c1dae7](6c1dae7984))
- Support custom httpx clients
([694a6bd](694a6bdc29))
- Support jailbreak in HarmCategory and BlockedReason
([011e218](011e218b8d))

##### Bug Fixes

- Remove bytes for Gemini Developer API before sending a video for Veo
Video Extension async
([9ccc6ce](9ccc6cea79))

##### Documentation

- Regenerate docs for 1.45.0
([9b7632d](9b7632d95c))
- Update README with Gempix example (nano-banana)
([ac2bc42](ac2bc4205a))

###
[`v1.45.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1450-2025-10-15)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.44.0...v1.45.0)

##### Features

- Add support for Python 3.14.
([f0083a2](f0083a2ee3))

##### Bug Fixes

- Keys in Live API tool responses are incorrectly re-cased
([57a4765](57a4765b66))

###
[`v1.44.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1440-2025-10-15)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.43.0...v1.44.0)

##### Features

- Support fully override base\_url and raw model name when none of the
project, locations, api\_key are configured
([160997e](160997e7c0))
- Support video extension for Veo on Gemini Developer API
([341ea77](341ea77f97))

##### Bug Fixes

- Avoid potential dual import confusion in type assert
([9cc4a72](9cc4a72405))

##### Documentation

- Refresh docs.
([9c8147b](9c8147bfd2))

###
[`v1.43.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1430-2025-10-10)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.42.0...v1.43.0)

##### Features

- Enable Google Maps tool for Genai.
([dc77a1d](dc77a1d606))
- Support enableWidget feature in GoogleMaps
([1737f72](1737f72c24))
- Support Gemini batch inline request's metadata and add test coverage
to safety setting
([7dcc969](7dcc969e29))

##### Documentation

- Regenerate updated Python docs
([e6989a3](e6989a35ac))

</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
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Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
2025-10-24 19:21:27 +00:00
Mend Renovate
012d7de67e chore(deps): update dependency llama-index to v0.14.4 (#1626)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.14.3` -> `==0.14.4` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index/0.14.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/llama-index/0.14.3/0.14.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v0.14.4`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-10-03)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.3...v0.14.4)

##### llama-index-core \[0.14.4]

- fix pre-release installs
([#&#8203;20010](https://redirect.github.com/run-llama/llama_index/pull/20010))

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

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-embeddings-baseten \[0.1.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

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

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-embeddings-opea \[0.2.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-embeddings-text-embeddings-inference \[0.4.2]

- Fix authorization header setup logic in text embeddings inference
([#&#8203;19979](https://redirect.github.com/run-llama/llama_index/pull/19979))

##### llama-index-llms-anthropic \[0.9.3]

- feat: add anthropic sonnet 4.5
([#&#8203;19977](https://redirect.github.com/run-llama/llama_index/pull/19977))

##### llama-index-llms-anyscale \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-azure-openai \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-baseten \[0.1.5]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-bedrock-converse \[0.9.5]

- feat: Additional support for Claude Sonnet 4.5
([#&#8203;19980](https://redirect.github.com/run-llama/llama_index/pull/19980))

##### llama-index-llms-deepinfra \[0.5.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-everlyai \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-fireworks \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-google-genai \[0.6.2]

- Fix for ValueError: ChatMessage contains multiple blocks, use 'ChatMe…
([#&#8203;19954](https://redirect.github.com/run-llama/llama_index/pull/19954))

##### llama-index-llms-keywordsai \[1.1.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-localai \[0.5.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-mistralai \[0.8.2]

- Update list of MistralAI LLMs
([#&#8203;19981](https://redirect.github.com/run-llama/llama_index/pull/19981))

##### llama-index-llms-monsterapi \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

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

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-ollama \[0.7.4]

- Fix `TypeError: unhashable type: 'dict'` in Ollama stream chat with
tools
([#&#8203;19938](https://redirect.github.com/run-llama/llama_index/pull/19938))

##### llama-index-llms-openai \[0.6.1]

- feat(OpenAILike): support structured outputs
([#&#8203;19967](https://redirect.github.com/run-llama/llama_index/pull/19967))

##### llama-index-llms-openai-like \[0.5.3]

- feat(OpenAILike): support structured outputs
([#&#8203;19967](https://redirect.github.com/run-llama/llama_index/pull/19967))

##### llama-index-llms-openrouter \[0.4.2]

- chore(openrouter,anthropic): add py.typed
([#&#8203;19966](https://redirect.github.com/run-llama/llama_index/pull/19966))

##### llama-index-llms-perplexity \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-portkey \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-sarvam \[0.2.1]

- fixed Sarvam Integration and Typos (Fixes
[#&#8203;19931](https://redirect.github.com/run-llama/llama_index/issues/19931))
([#&#8203;19932](https://redirect.github.com/run-llama/llama_index/pull/19932))

##### llama-index-llms-upstage \[0.6.4]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-llms-yi \[0.4.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-memory-bedrock-agentcore \[0.1.0]

- feat: Bedrock AgentCore Memory integration
([#&#8203;19953](https://redirect.github.com/run-llama/llama_index/pull/19953))

##### llama-index-multi-modal-llms-openai \[0.6.2]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-readers-confluence \[0.4.4]

- Fix: Respect cloud parameter when fetching child pages in ConfluenceR…
([#&#8203;19983](https://redirect.github.com/run-llama/llama_index/pull/19983))

##### llama-index-readers-service-now \[0.2.2]

- Bug Fix :- Not Able to Fetch Page whose latest is empty or null
([#&#8203;19916](https://redirect.github.com/run-llama/llama_index/pull/19916))

##### llama-index-selectors-notdiamond \[0.4.0]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-tools-agentql \[1.2.0]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-tools-playwright \[0.3.1]

- chore: fix playwright tests
([#&#8203;19946](https://redirect.github.com/run-llama/llama_index/pull/19946))

##### llama-index-tools-scrapegraph \[0.2.2]

- feat: update scrapegraphai
([#&#8203;19974](https://redirect.github.com/run-llama/llama_index/pull/19974))

##### llama-index-vector-stores-chroma \[0.5.3]

- docs: fix query method docstring in ChromaVectorStore Fixes
[#&#8203;19969](https://redirect.github.com/run-llama/llama_index/issues/19969)
([#&#8203;19973](https://redirect.github.com/run-llama/llama_index/pull/19973))

##### llama-index-vector-stores-mongodb \[0.8.1]

- fix llm deps for openai
([#&#8203;19944](https://redirect.github.com/run-llama/llama_index/pull/19944))

##### llama-index-vector-stores-postgres \[0.7.0]

- fix index creation in postgres vector store
([#&#8203;19955](https://redirect.github.com/run-llama/llama_index/pull/19955))

##### llama-index-vector-stores-solr \[0.1.0]

- Add ApacheSolrVectorStore Integration
([#&#8203;19933](https://redirect.github.com/run-llama/llama_index/pull/19933))

</details>

---

### Configuration

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2025-10-24 14:31:39 -04:00
Mend Renovate
530f1cc406 chore(deps): update dependency llama-index-llms-google-genai to v0.6.1 (#1562)
This PR contains the following updates:

| Package | Change | Age | Confidence |
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| llama-index-llms-google-genai | `==0.6.0` -> `==0.6.1` |
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2025-10-16 16:55:22 -04:00
Mend Renovate
94eba1fd0a chore(deps): update dependency google-genai to v1.42.0 (#1660)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.41.0` -> `==1.42.0` |
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---

### Release Notes

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

###
[`v1.42.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1420-2025-10-08)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.41.0...v1.42.0)

##### Features

- Add labels field to Imagen configs
([cdba4c9](cdba4c9a8b))
- Add utility methods for creating `FunctionResponsePart` and creating
FunctionResponse `Part` with `FunctionResponseParts`
([72c92d8](72c92d8352))
- Enable Ingredients to Video and Advanced Controls for Veo on Gemini
Developer API (Early Access Program)
([9c02a07](9c02a070cd))

##### Bug Fixes

- Avoid potential dual import for content type assertion
([83d7973](83d79734c9))
- Increase `READ_BUFFER_SIZE` in `_api_client.py` for streaming large
chunks in new model
([981bba7](981bba7524))
- Make t\_part and t\_content conform to their type annotations: they
now handle FileDict correctly and t\_contents handles PartUnionDict
correctly.
([0933632](0933632103))

</details>

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Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-10-09 09:27:43 -07:00
Mend Renovate
43c4262f94 chore(deps): update dependency google-genai to v1.41.0 (#1571)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.38.0` -> `==1.41.0` |
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---

### Release Notes

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

###
[`v1.41.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1410-2025-10-02)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.40.0...v1.41.0)

##### Features

- Add `NO_IMAGE` enum value to `FinishReason`
([3877044](3877044d2e))
- Add thinking\_config for live
([0fa183c](0fa183cad2))

##### Bug Fixes

- Fix validation for image\_config
([efaa574](efaa574263))

##### Documentation

- Regenerate updated Python docs
([53e7bd8](53e7bd81e0))

###
[`v1.40.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1400-2025-10-01)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.39.1...v1.40.0)

##### Features

- Add `ImageConfig` to `GenerateContentConfig`
([88088df](88088dfee5))
- Expose session id in Live API
([1692f23](1692f238fc))
- Rename ComputerUse tool (early access)
([aaac8d8](aaac8d81a5))

##### Bug Fixes

- Resolve potential mem leak on deletion of Client when using async
([538c755](538c755e84))
- Resolve unclosed client session warning.
([043a392](043a3925ec))

###
[`v1.39.1`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1391-2025-09-26)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.39.0...v1.39.1)

##### Bug Fixes

- Unbreak client closed errors when using vertexai session service
([a0882bd](a0882bd19d))

##### Documentation

- Regenerate updated Python docs
([4343332](43433326c1))

###
[`v1.39.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1390-2025-09-25)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.38.0...v1.39.0)

##### Features

- Add FunctionResponsePart & ToolComputerUse.excludedPredefinedFunctions
([aa7e3c2](aa7e3c20b4))
- Allow custom headers in file upload requests.
([1aad1e9](1aad1e9c69))
- Support explicitly closing the client and context manager
([f982dfb](f982dfbda9))
- Support Imagen 4 Ingredients on Vertex
([1fe3bec](1fe3becdff))

##### Bug Fixes

- Expose `JOB_STATE_RUNNING` and `JOB_STATE_EXPIRED` for Gemini Batches
states
([739f72d](739f72d518))
- Fix AFC logging
([249f1af](249f1aff48))
- Fix Max Depth repr for containers (dict, list, ...)
([6ef3db8](6ef3db86d8))
- Initialization of `pre_tuned_model_checkpoint_id` from tuning config.
([1d3d28a](1d3d28aa6a))
- Remove unclosed client session message when sharing aiohttp
ClientSession
([8cee513](8cee5136df))

</details>

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2025-10-07 16:51:15 +05:30
Mend Renovate
ff8a7fe472 chore(deps): update dependency langgraph to v0.6.8 (#1595)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [langgraph](https://redirect.github.com/langchain-ai/langgraph) |
`==0.6.7` -> `==0.6.8` |
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### Release Notes

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

###
[`v0.6.8`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/0.6.8)

[Compare
Source](https://redirect.github.com/langchain-ai/langgraph/compare/0.6.7...0.6.8)

Changes since 1.0.0a3

- release(langgraph): 0.6.8
([#&#8203;6215](https://redirect.github.com/langchain-ai/langgraph/issues/6215))
- chore(deps): upgrade dependencies with `uv lock --upgrade`
([#&#8203;6211](https://redirect.github.com/langchain-ai/langgraph/issues/6211))
- fix(langgraph): handle multiple annotations w/ `BaseChannel` detection
([#&#8203;6210](https://redirect.github.com/langchain-ai/langgraph/issues/6210))
- fix(langgraph): `CheckpointTask.state` can be a `StateSnapshot`
([#&#8203;6201](https://redirect.github.com/langchain-ai/langgraph/issues/6201))
- chore(langgraph): clean up ruff format config
([#&#8203;6188](https://redirect.github.com/langchain-ai/langgraph/issues/6188))
- style(langgraph): docstring code format pass
([#&#8203;6187](https://redirect.github.com/langchain-ai/langgraph/issues/6187))
- fix(langgraph): cleanup orphaned waiter task in AsyncPregelLoop
([#&#8203;6167](https://redirect.github.com/langchain-ai/langgraph/issues/6167))
- fix(langgraph): fix graph rendering for defer=True
([#&#8203;6130](https://redirect.github.com/langchain-ai/langgraph/issues/6130))
- chore(deps): upgrade dependencies with `uv lock --upgrade`
([#&#8203;6176](https://redirect.github.com/langchain-ai/langgraph/issues/6176))
- fix(langgraph): reuse cached writes on nested resume to prevent task
re-execution
([#&#8203;6161](https://redirect.github.com/langchain-ai/langgraph/issues/6161))
- chore(sdk-py): allow UUIDs in config
([#&#8203;6151](https://redirect.github.com/langchain-ai/langgraph/issues/6151))
- revert(langgraph): restore logic to surface interrupts for
stream\_mod…
([#&#8203;6141](https://redirect.github.com/langchain-ai/langgraph/issues/6141))
- chore(deps): upgrade dependencies with `uv lock --upgrade`
([#&#8203;6146](https://redirect.github.com/langchain-ai/langgraph/issues/6146))
- docs: Add missing merge parameter documentation in push\_ui\_message
([#&#8203;6145](https://redirect.github.com/langchain-ai/langgraph/issues/6145))
- chore(langgraph): Log when no values event is emitted from RemoteGraph
([#&#8203;6140](https://redirect.github.com/langchain-ai/langgraph/issues/6140))
- chore(cli): Add config schema
([#&#8203;6142](https://redirect.github.com/langchain-ai/langgraph/issues/6142))
- fix(langgraph): get\_graph generates unexpected conditional edge
([#&#8203;6122](https://redirect.github.com/langchain-ai/langgraph/issues/6122))
- fix(langgraph): type checking for async w/ functional API
([#&#8203;6126](https://redirect.github.com/langchain-ai/langgraph/issues/6126))
- feat(langgraph): prevent arbitrary resumes w/ multiple pending
interrupts
([#&#8203;6108](https://redirect.github.com/langchain-ai/langgraph/issues/6108))
- fix(langgraph): key error on runtime for config w/o configurable
([#&#8203;6106](https://redirect.github.com/langchain-ai/langgraph/issues/6106))
- chore: minor CI/link fixes
([#&#8203;6116](https://redirect.github.com/langchain-ai/langgraph/issues/6116))
- docs(langgraph): correct typo "runtie" to "runtime" in StateGraph
([#&#8203;6060](https://redirect.github.com/langchain-ai/langgraph/issues/6060))

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2025-10-06 10:24:02 -07:00
Mend Renovate
ab7d313f7f chore(deps): update dependency google-adk to v1.15.0 (#1575)
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))
| `==1.14.1` -> `==1.15.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-adk/1.15.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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---

### Release Notes

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

###
[`v1.15.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1150-2025-09-24)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.14.1...v1.15.0)

##### Features

- \[Core]
- Adding the ContextFilterPlugin
([a06bf27](a06bf278cb))
- Adds plugin to save artifacts for issue
[#&#8203;2176](https://redirect.github.com/google/adk-python/issues/2176)
([657369c](657369cffe))
- Expose log probs of candidates in LlmResponse
([f7bd3c1](f7bd3c111c))
- \[Context Caching]
- Support context caching
([c66245a](c66245a3b8))
- Support explicit context caching auto creation and lifecycle
management.

Usage: `App(root_agent=..., plugins=..., context_cache_config=...)`
- Support non-text content in static instruction
([61213ce](61213ce4d4))
- Support static instructions
([9be9cc2](9be9cc2fee))
- Support static instruction that won't change, put at the beginning of
      the instruction.
Static instruction support inline\_data and file\_data as contents.
Dynamic instruction moved to the end of LlmRequest, increasing prefix
      caching matching size.

      Usage:
`LlmAgent(model=...,static_instruction =types.Content(parts=...), ... )`
- \[Telemetry]
- Add --otel\_to\_cloud experimental support
([1ae0b82](1ae0b82f56),
[b131268](b1312680f4),
[7870480](7870480c63))
- Add GenAI Instrumentation if --otel\_to\_cloud is enabled
([cee365a](cee365a13d))
- Support standard OTel env variables for exporter endpoints
([f157b2e](f157b2ee4c))
- Temporarily disable Cloud Monitoring integration in --otel\_to\_cloud
([3b80337](3b80337faf))
- \[Services]
- Add endpoint to generate memory from session
([2595824](25958242db))
- \[Tools]
- Add Google Maps Grounding Tool to ADK
([6b49391](6b49391546))
- **MCP:** Initialize tool\_name\_prefix in MCPToolse
([86dea5b](86dea5b53a))
- \[Evals]
- Data model for storing App Details and data model for steps
([01923a9](01923a9227))
- Adds Rubric based final response evaluator
([5a485b0](5a485b01cd))
- Populate AppDetails to each Invocation
([d486795](d48679582d))
- \[Samples]
- Make the bigquery sample agent run with ADC out-of-the-box
([10cf377](10cf377494))

##### Bug Fixes

- Close runners after running eval
([86ee6e3](86ee6e3fa3))
- Filter out thought parts when saving agent output to state
([632bf8b](632bf8b0bc))
- Ignore empty function chunk in LiteLlm streaming response
([8a92fd1](8a92fd18b6))
- Introduces a `raw_mcp_tool` method in `McpTool` to provide direct
access to the underlying MCP tool
([6158075](6158075a65))
- Make a copy of the `columns` instead of modifying it in place
([aef1ee9](aef1ee97a5))
- Prevent escaping of Latin characters in LLM response
([c9ea80a](c9ea80af28))
- Retain the consumers and transport registry when recreating the
ClientFactory in remote\_a2a\_agent.py
([6bd33e1](6bd33e1be3))
- Remove unsupported 'type': 'unknown' in test\_common.py for fastapi
0.117.1
([3745221](374522197f))

##### Documentation

- Correct the documentation of `after_agent_callback`
([b9735b2](b9735b2193))

</details>

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Mend Renovate
e5f643f929 chore(deps): update dependency llama-index-llms-google-genai to v0.6.0 (#1547)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| llama-index-llms-google-genai | `==0.5.1` -> `==0.6.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index-llms-google-genai/0.6.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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> [!WARNING]
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Mend Renovate
785be3d8a4 chore(deps): update dependency llama-index to v0.14.3 (#1548)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.14.2` -> `==0.14.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index/0.14.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

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> [!WARNING]
> Some dependencies could not be looked up. Check the Dependency
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---

### Release Notes

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

###
[`v0.14.3`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-09-24)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.2...v0.14.3)

##### llama-index-core \[0.14.3]

- Fix Gemini thought signature serialization
([#&#8203;19891](https://redirect.github.com/run-llama/llama_index/pull/19891))
- Adding a ThinkingBlock among content blocks
([#&#8203;19919](https://redirect.github.com/run-llama/llama_index/pull/19919))

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

- Adding a ThinkingBlock among content blocks
([#&#8203;19919](https://redirect.github.com/run-llama/llama_index/pull/19919))

##### llama-index-llms-baseten \[0.1.4]

- added kimik2 0905 and reordered list for validation
([#&#8203;19892](https://redirect.github.com/run-llama/llama_index/pull/19892))
- Baseten Dynamic Model APIs Validation
([#&#8203;19893](https://redirect.github.com/run-llama/llama_index/pull/19893))

##### llama-index-llms-google-genai \[0.6.0]

- Add missing FileAPI support for documents
([#&#8203;19897](https://redirect.github.com/run-llama/llama_index/pull/19897))
- Adding a ThinkingBlock among content blocks
([#&#8203;19919](https://redirect.github.com/run-llama/llama_index/pull/19919))

##### llama-index-llms-mistralai \[0.8.0]

- Adding a ThinkingBlock among content blocks
([#&#8203;19919](https://redirect.github.com/run-llama/llama_index/pull/19919))

##### llama-index-llms-openai \[0.6.0]

- Adding a ThinkingBlock among content blocks
([#&#8203;19919](https://redirect.github.com/run-llama/llama_index/pull/19919))

##### llama-index-protocols-ag-ui \[0.2.2]

- improve how state snapshotting works in AG-UI
([#&#8203;19934](https://redirect.github.com/run-llama/llama_index/pull/19934))

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

- Use PyMongo Asynchronous API instead of Motor
([#&#8203;19875](https://redirect.github.com/run-llama/llama_index/pull/19875))

##### llama-index-readers-paddle-ocr \[0.1.0]

- \[New Package] Add PaddleOCR Reader for extracting text from images in
PDFs
([#&#8203;19827](https://redirect.github.com/run-llama/llama_index/pull/19827))

##### llama-index-readers-web \[0.5.4]

- feat(readers/web-firecrawl): migrate to Firecrawl v2 SDK
([#&#8203;19773](https://redirect.github.com/run-llama/llama_index/pull/19773))

##### llama-index-storage-chat-store-mongo \[0.3.0]

- Use PyMongo Asynchronous API instead of Motor
([#&#8203;19875](https://redirect.github.com/run-llama/llama_index/pull/19875))

##### llama-index-storage-kvstore-mongodb \[0.5.0]

- Use PyMongo Asynchronous API instead of Motor
([#&#8203;19875](https://redirect.github.com/run-llama/llama_index/pull/19875))

##### llama-index-tools-valyu \[0.5.0]

- Add Valyu Extractor and Fast mode
([#&#8203;19915](https://redirect.github.com/run-llama/llama_index/pull/19915))

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

- Fix/llama index vector stores azureaisearch fix
([#&#8203;19800](https://redirect.github.com/run-llama/llama_index/pull/19800))

##### llama-index-vector-stores-azurepostgresql \[0.1.0]

- Add support for Azure PostgreSQL
([#&#8203;19709](https://redirect.github.com/run-llama/llama_index/pull/19709))

##### llama-index-vector-stores-qdrant \[0.8.5]

- Add proper compat for old sparse vectors
([#&#8203;19882](https://redirect.github.com/run-llama/llama_index/pull/19882))

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

- Fix SQLi Vulnerability in SingleStore Db
([#&#8203;19914](https://redirect.github.com/run-llama/llama_index/pull/19914))

</details>

---

### Configuration

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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-09-25 14:25:27 +00:00
Mend Renovate
a5ef166fcb chore(deps): update dependency llama-index-llms-google-genai to v0.5.1 (#1529)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| llama-index-llms-google-genai | `==0.5.0` -> `==0.5.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index-llms-google-genai/0.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-09-23 11:04:08 +00:00
Mend Renovate
8c268b20ae chore(deps): update dependency toolbox-core to v0.5.2 (#1511)
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))
| `==0.5.0` -> `==0.5.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-core/0.5.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-core/0.5.0/0.5.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v0.5.2`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.2):
toolbox-core: v0.5.2

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v0.5.1...toolbox-core-v0.5.2)

##### Miscellaneous Chores

- **deps:** update python-nonmajor
([#&#8203;372](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/372))
([d915624](d9156246fd))

###
[`v0.5.1`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.1):
toolbox-core: v0.5.1

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v0.5.0...toolbox-core-v0.5.1)

##### Bug Fixes

- **toolbox-core:** Use typing.Annotated for reliable parameter
descriptions instead of docstrings
([#&#8203;371](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/371))
([eb76680](eb76680d24))

##### Documentation

- Update langgraph sample in toolbox-core
([#&#8203;366](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/366))
([fe35082](fe35082104))

##### Miscellaneous Chores

- Remove redundant test for
test\_add\_auth\_token\_getter\_unused\_token
([#&#8203;347](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/347))
([dccaf1b](dccaf1bd70))
- Remove duplicate header check during initialization
([#&#8203;357](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/357))
([888170b](888170b3c3))

</details>

---

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---------

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-09-23 10:49:12 +00:00
Mend Renovate
b531539885 chore(deps): update dependency toolbox-langchain to v0.5.2 (#1531)
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))
| `==0.5.1` -> `==0.5.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-langchain/0.5.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-langchain/0.5.1/0.5.2?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>googleapis/mcp-toolbox-sdk-python (toolbox-langchain)</summary>

###
[`v0.5.2`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.2):
toolbox-core: v0.5.2

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-langchain-v0.5.1...toolbox-langchain-v0.5.2)

##### Miscellaneous Chores

- **deps:** update python-nonmajor
([#&#8203;372](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/372))
([d915624](d9156246fd))

</details>

---

### Configuration

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Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-09-23 09:13:11 +00:00
Mend Renovate
8c4e6f88b7 chore(deps): update dependency toolbox-llamaindex to v0.5.2 (#1532)
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))
| `==0.5.1` -> `==0.5.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-llamaindex/0.5.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-llamaindex/0.5.1/0.5.2?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>googleapis/mcp-toolbox-sdk-python
(toolbox-llamaindex)</summary>

###
[`v0.5.2`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.2):
toolbox-core: v0.5.2

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-llamaindex-v0.5.1...toolbox-llamaindex-v0.5.2)

##### Miscellaneous Chores

- **deps:** update python-nonmajor
([#&#8203;372](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/372))
([d915624](d9156246fd))

</details>

---

### Configuration

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Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
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2025-09-23 14:32:30 +05:30
Mend Renovate
bae94285a6 chore(deps): update dependency toolbox-llamaindex to v0.5.1 (#1510)
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))
| `==0.5.0` -> `==0.5.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-llamaindex/0.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-llamaindex/0.5.0/0.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v0.5.1`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.1):
toolbox-core: v0.5.1

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-llamaindex-v0.5.0...toolbox-llamaindex-v0.5.1)

##### Bug Fixes

- **toolbox-core:** Use typing.Annotated for reliable parameter
descriptions instead of docstrings
([#&#8203;371](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/371))
([eb76680](eb76680d24))

##### Documentation

- Update langgraph sample in toolbox-core
([#&#8203;366](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/366))
([fe35082](fe35082104))

##### Miscellaneous Chores

- Remove redundant test for
test\_add\_auth\_token\_getter\_unused\_token
([#&#8203;347](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/347))
([dccaf1b](dccaf1bd70))
- Remove duplicate header check during initialization
([#&#8203;357](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/357))
([888170b](888170b3c3))

</details>

---

### Configuration

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Automerge - At any time (no schedule defined).

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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-09-19 05:55:34 +00:00
Mend Renovate
789805f5e6 chore(deps): update dependency toolbox-langchain to v0.5.1 (#1509)
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))
| `==0.5.0` -> `==0.5.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/toolbox-langchain/0.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/toolbox-langchain/0.5.0/0.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v0.5.1`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.1):
toolbox-core: v0.5.1

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-langchain-v0.5.0...toolbox-langchain-v0.5.1)

##### Bug Fixes

- **toolbox-core:** Use typing.Annotated for reliable parameter
descriptions instead of docstrings
([#&#8203;371](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/371))
([eb76680](eb76680d24))

##### Documentation

- Update langgraph sample in toolbox-core
([#&#8203;366](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/366))
([fe35082](fe35082104))

##### Miscellaneous Chores

- Remove redundant test for
test\_add\_auth\_token\_getter\_unused\_token
([#&#8203;347](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/347))
([dccaf1b](dccaf1bd70))
- Remove duplicate header check during initialization
([#&#8203;357](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/357))
([888170b](888170b3c3))

</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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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-09-19 11:14:21 +05:30
Mend Renovate
6aa3c8ed36 chore(deps): update dependency google-adk to v1.14.1 (#1484)
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))
| `==1.13.0` -> `==1.14.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-adk/1.14.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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|

---

### Release Notes

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

###
[`v1.14.1`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1141-2025-09-12)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.14.0...v1.14.1)

##### Bug Fixes

- Fix logging issues with RemoteA2aAgent
[0c1f1fa](0c1f1fadeb)

###
[`v1.14.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1140-2025-09-10)

[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.13.0...v1.14.0)

##### Features

- \[A2A]
- Allow users to pass their own agent card to to\_a2a method
[a1679da](a1679dae3f)
- Allow custom part converters in A2A classes
[b05fef9](b05fef9ba7)
- \[Tools]
- Allow setting agent/application name and compute project for BigQuery
tools
[11a2ffe](11a2ffe35a)
- Add BigQuery forecast tool
[0935a40](0935a40011)
- Add GkeCodeExecutor for sandboxed code execution on GKE
[72ff9c6](72ff9c64a2)
- Add a tool confirmation flow that can guard tool execution with
explicit confirmation and custom input
[a17bcbb](a17bcbb2aa)
- Add audience and prompt as configurable for OAuth flows
[edda922](edda922791)
- Allow user specify embedding model for file retrieval
[67f23df](67f23df25a)
- \[Core]
- Allow all possible values for `agent_class` field in all Agent Configs
[3bc2d77](3bc2d77b4d)
- Allow agent loader to load built-in agents from special directories in
adk folder
[578fad7](578fad7034)
- Upgrade ADK runner to use App in addition to root\_agent
[4df79dd](4df79dd5c9)
- Allow inject artifact into instructions
[bb4cfde](bb4cfdec12)
- \[Misc] Create an initial ADK release analyzer agent to find the doc
updates needed between releases
[e3422c6](e3422c616d)

##### Bug Fixes

- Add a NOTE to agent transfer instructions listing available agents
[43eec82](43eec82f84)
- Fix pagination of list\_sessions in VertexAiSessionService
[e63fe0c](e63fe0c0eb)
- Fix AttributeError and indentation in parameter processing of LiteLlm
[1e23652](1e23652968)
- Allow AgentTool to inherit/use plugins from its invocation context
when running
[1979dcf](1979dcf496)
- Enforce foreign key constraint for SQLite DB
[0c87907](0c87907bcb)
- Add back installing requirements.txt to Dockerfile template for cloud
run
[8e43f0d](8e43f0dd83)
- Only process the auth responses in the last event with content (if
applicable i.e. it's authored by user)
[3b922a2](3b922a2f6d)
- Extract a utility for aggregating partial streaming responses and
emitting LlmResponses for them as needed
[7975e8e](7975e8e196)
- Support saving text artifacts in GCS artifact service
[cecf7e8](cecf7e805d)
- Fixes `thought` handling in contents.py and refactors its unit tests
[a30851e](a30851ee16)
- Fixes the `thought` field handling in \_planning.py
[fe8b37b](fe8b37b0d3)
- Pass state\_delta to runner in /run endpoint
[a3410fa](a3410fab7b)
- Fix discussion answering github action workflow to escape the quote in
the discussion content JSON
[43c9681](43c96811da)
- Send full MIME types for image/video/pdf in get\_content
[e45c3be](e45c3be238)
- Fix flaky unit tests:
tests/unittests/flows/llm\_flows/test\_functions\_simple.py
[b92b288](b92b288c97)
- Make UT of a2a consistent about how tests should be skipped when
python verison < 3.10
[98b0426](98b0426cd2)

##### Improvements

- Update contribution guide
[8174a29](8174a29c6d)
- Skip PR triage for already triaged or Google-contributor PRs
[78eea1a](78eea1aa55)
- Avoid mutable default arguments in `local_eval_service` and `runners`
[64f11a6](64f11a6a67)
- Avoid mutable default arguments in `local_eval_service` and `runners`
[5b465fd](5b465fd71b)
- Reorder dependencies in `pyproject.toml`
[ca5f7f1](ca5f7f1ff0)
- Follow pydantic convention to make field\_validator a public method
[1448406](14484065c6)
- Update comment to clarify `after_run` callbacks
[7720616](7720616c5f)
- Tune instructions to not ask root directory if it's already provided
in the context
[25df6c2](25df6c22d5)
- Load discussion data from event content to avoid additional GraphQL
API call
[a503a0c](a503a0c807)
- Refactor discussion answering agent to merge answer\_discussions.py
into main.py
[408d3df](408d3dfeb1)
- Add community repo dependency group to pyproject toml
[7b077ac](7b077ac351)
- Add warning for using Gemini models via LiteLLM
[9291daa](9291daaa8e)

##### Documentation

- Update root\_agent description for clarity
[467df1a](467df1a36f)
- Update the ask\_data\_insights docstring
[aad1533](aad153322e)
- Add contributing Spanner tools RAG agent sample
[fcd748e](fcd748e17f)

##### Tests

- Add functional telemetry tests
[bc6b546](bc6b5462a7)
- Add unit tests for the `App` class and improve `Runner` initialization
tests
[fc90ce9](fc90ce968f)

##### Chores

- Use lazy % formatting in logging functions to fix pylint warnings
[b431072](b4310727d9)
- Update release cadence in README
[decc19b](decc19b188)
- Add `custom_metadata` to DatabaseSessionService
[fb009d8](fb009d8ea6)
- Update create\_session endpoint to use Request message as post body
[219815d](219815d2d7)

</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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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-09-18 08:04:08 +00:00
Mend Renovate
d0927846ca chore(deps): update dependency google-genai to v1.38.0 (#1485)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-genai](https://redirect.github.com/googleapis/python-genai) |
`==1.33.0` -> `==1.38.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/google-genai/1.38.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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|

---

### Release Notes

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

###
[`v1.38.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1380-2025-09-16)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.37.0...v1.38.0)

##### Features

- Add 'turn\_complete\_reason' and 'waiting\_for\_input' fields.
([c1f57a5](c1f57a5172))

##### Bug Fixes

- Skip aiohttp related tests when package is not installed
([50badf6](50badf6779))

##### Documentation

- Regenerate docs for 1.37.0
([1631b2e](1631b2e936))

###
[`v1.37.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1370-2025-09-16)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.36.0...v1.37.0)

##### Features

- Add `VideoGenerationMaskMode` enum for Veo 2 Editing
([3d73cc5](3d73cc5f6c))

##### Bug Fixes

- Handle single-element list responses in error details.
([2629fb4](2629fb429f))
- Reuse aiohttp ClientSession for sharing connection pool
([d866313](d8663138cd))

##### Documentation

- Add uv package installation command to README
([09a8bee](09a8beece9))

###
[`v1.36.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1360-2025-09-10)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.35.0...v1.36.0)

##### Features

- Add labels to create tuning job config
([a6a2988](a6a2988e17))

##### Bug Fixes

- Fix the return type of generate\_content\_stream.
([28c735f](28c735f454))
- Fix the return type of generate\_content\_stream.
([ebc7180](ebc71803f4))

##### Documentation

- Regenerate docs for 1.35.0
([aa2f97b](aa2f97b243))

###
[`v1.35.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1350-2025-09-09)

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

##### Features

- Support Veo 2 Editing on Vertex
([effb53a](effb53a316))

##### Bug Fixes

- Enable `id` field in `FunctionCall` for Vertex AI.
([717c1b0](717c1b0f1b))

###
[`v1.34.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1340-2025-09-09)

[Compare
Source](https://redirect.github.com/googleapis/python-genai/compare/v1.33.0...v1.34.0)

##### Features

- \[Python] Implement async embedding batches for MLDev.
([468d529](468d5299a9))
- Generate the function\_call class's converters
([77d1d40](77d1d40ac1))

</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
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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-09-18 07:37:49 +00:00
Mend Renovate
4d41fb41dc chore(deps): update dependency langchain-google-vertexai to v2.1.2 (#1486)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| langchain-google-vertexai | `==2.0.28` -> `==2.1.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-google-vertexai/2.1.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-09-18 07:19:14 +00:00
Mend Renovate
10a0c09c1f chore(deps): update dependency llama-index to v0.14.2 (#1487)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [llama-index](https://redirect.github.com/run-llama/llama_index) |
`==0.13.6` -> `==0.14.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/llama-index/0.14.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/llama-index/0.13.6/0.14.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v0.14.2`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-09-15)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.1...v0.14.2)

##### `llama-index-core` \[0.14.2]

- fix: handle data urls in ImageBlock
([#&#8203;19856](https://redirect.github.com/run-llama/llama_index/issues/19856))
- fix: Move IngestionPipeline docstore document insertion after
transformations
([#&#8203;19849](https://redirect.github.com/run-llama/llama_index/issues/19849))
- fix: Update IngestionPipeline async document store insertion
([#&#8203;19868](https://redirect.github.com/run-llama/llama_index/issues/19868))
- chore: remove stepwise usage of workflows from code
([#&#8203;19877](https://redirect.github.com/run-llama/llama_index/issues/19877))

##### `llama-index-embeddings-fastembed` \[0.5.0]

- feat: make fastembed cpu or gpu optional
([#&#8203;19878](https://redirect.github.com/run-llama/llama_index/issues/19878))

##### `llama-index-llms-deepseek` \[0.2.2]

- feat: pass context\_window to super in deepseek llm
([#&#8203;19876](https://redirect.github.com/run-llama/llama_index/issues/19876))

##### `llama-index-llms-google-genai` \[0.5.0]

- feat: Add GoogleGenAI FileAPI support for large files
([#&#8203;19853](https://redirect.github.com/run-llama/llama_index/issues/19853))

##### `llama-index-readers-solr` \[0.1.0]

- feat: Add Solr reader integration
([#&#8203;19843](https://redirect.github.com/run-llama/llama_index/issues/19843))

##### `llama-index-retrievers-alletra-x10000-retriever` \[0.1.0]

- feat: add AlletraX10000Retriever integration
([#&#8203;19798](https://redirect.github.com/run-llama/llama_index/issues/19798))

##### `llama-index-vector-stores-oracledb` \[0.3.2]

- feat: OraLlamaVS Connection Pool Support + Filtering
([#&#8203;19412](https://redirect.github.com/run-llama/llama_index/issues/19412))

##### `llama-index-vector-stores-postgres` \[0.6.8]

- feat: Add `customize_query_fn` to PGVectorStore
([#&#8203;19847](https://redirect.github.com/run-llama/llama_index/issues/19847))

###
[`v0.14.1`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-09-14)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.0...v0.14.1)

##### `llama-index-core` \[0.14.1]

- feat: add verbose option to RetrieverQueryEngine for detailed output
([#&#8203;19807](https://redirect.github.com/run-llama/llama_index/issues/19807))
- feat: feat: add support for additional kwargs in
`aget_text_embedding_batch` method
([#&#8203;19808](https://redirect.github.com/run-llama/llama_index/issues/19808))
- feat: add `thinking_delta` field to AgentStream events to expose llm
reasoning
([#&#8203;19785](https://redirect.github.com/run-llama/llama_index/issues/19785))
- fix: Bug fix agent streaming thinking delta pydantic validation
([#&#8203;19828](https://redirect.github.com/run-llama/llama_index/issues/19828))
- fix: handle positional args and kwargs both in tool calling
([#&#8203;19822](https://redirect.github.com/run-llama/llama_index/issues/19822))

##### `llama-index-instrumentation` \[0.4.1]

- feat: add sync event/handler support
([#&#8203;19825](https://redirect.github.com/run-llama/llama_index/issues/19825))

##### `llama-index-llms-google-genai` \[0.4.0]

- feat: Add VideoBlock and GoogleGenAI video input support
([#&#8203;19823](https://redirect.github.com/run-llama/llama_index/issues/19823))

##### `llama-index-llms-ollama` \[0.7.3]

- fix: Fix bug using Ollama with Agents and None tool\_calls in final
message
([#&#8203;19844](https://redirect.github.com/run-llama/llama_index/issues/19844))

##### `llama-index-llms-vertex` \[0.6.1]

- fix: align complete/acomplete responses
([#&#8203;19806](https://redirect.github.com/run-llama/llama_index/issues/19806))

##### `llama-index-readers-confluence` \[0.4.3]

- chore: Bump version constraint for atlassian-python-api to include 4.x
([#&#8203;19824](https://redirect.github.com/run-llama/llama_index/issues/19824))

##### `llama-index-readers-github` \[0.6.2]

- fix: Make url optional
([#&#8203;19851](https://redirect.github.com/run-llama/llama_index/issues/19851))

##### `llama-index-readers-web` \[0.5.3]

- feat: Add OlostepWebReader Integration
([#&#8203;19821](https://redirect.github.com/run-llama/llama_index/issues/19821))

##### `llama-index-tools-google` \[0.6.2]

- feat: Add optional creds argument to GoogleCalendarToolSpec
([#&#8203;19826](https://redirect.github.com/run-llama/llama_index/issues/19826))

##### `llama-index-vector-stores-vectorx` \[0.1.0]

- feat: Add vectorx vectorstore
([#&#8203;19758](https://redirect.github.com/run-llama/llama_index/issues/19758))

###
[`v0.14.0`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-09-08)

[Compare
Source](https://redirect.github.com/run-llama/llama_index/compare/v0.13.6...v0.14.0)

**NOTE:** All packages have been bumped to handle the latest
llama-index-core version.

##### `llama-index-core` \[0.14.0]

- breaking: bumped `llama-index-workflows` dependency to 2.0
- Improve stacktraces clarity by avoiding wrapping errors in
WorkflowRuntimeError
  - Remove deprecated checkpointer feature
  - Remove deprecated sub-workflows feature
- Remove deprecated `send_event` method from Workflow class (still
existing on the Context class)
- Remove deprecated `stream_events()` methods from Workflow class (still
existing on the Context class)
  - Remove deprecated support for stepwise execution

##### `llama-index-llms-openai` \[0.5.6]

- feat: add support for document blocks in openai chat completions
([#&#8203;19809](https://redirect.github.com/run-llama/llama_index/issues/19809))

</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
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🔕 **Ignore**: Close this PR and you won't be reminded about this update
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2025-09-18 07:06:07 +00:00
Mend Renovate
d1c1ef276a chore(deps): update dependency pytest to v8 (#1490)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [pytest](https://redirect.github.com/pytest-dev/pytest)
([changelog](https://docs.pytest.org/en/stable/changelog.html)) |
`==7.0.0` -> `==8.4.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/8.4.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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---

### Release Notes

<details>
<summary>pytest-dev/pytest (pytest)</summary>

###
[`v8.4.2`](https://redirect.github.com/pytest-dev/pytest/compare/8.4.1...8.4.2)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/8.4.1...8.4.2)

###
[`v8.4.1`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.4.1)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/8.4.0...8.4.1)

### pytest 8.4.1 (2025-06-17)

#### Bug fixes

-
[#&#8203;13461](https://redirect.github.com/pytest-dev/pytest/issues/13461):
Corrected `_pytest.terminal.TerminalReporter.isatty` to support
  being called as a method. Before it was just a boolean which could
  break correct code when using `-o log_cli=true`).

-
[#&#8203;13477](https://redirect.github.com/pytest-dev/pytest/issues/13477):
Reintroduced `pytest.PytestReturnNotNoneWarning`{.interpreted-text
role="class"} which was removed by accident in pytest
\[8.4]{.title-ref}.

This warning is raised when a test functions returns a value other than
`None`, which is often a mistake made by beginners.

See `return-not-none`{.interpreted-text role="ref"} for more
information.

-
[#&#8203;13497](https://redirect.github.com/pytest-dev/pytest/issues/13497):
Fixed compatibility with `Twisted 25+`.

#### Improved documentation

-
[#&#8203;13492](https://redirect.github.com/pytest-dev/pytest/issues/13492):
Fixed outdated warning about `faulthandler` not working on Windows.

###
[`v8.4.0`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.4.0)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/8.3.5...8.4.0)

### pytest 8.4.0 (2025-06-02)

#### Removals and backward incompatible breaking changes

-
[#&#8203;11372](https://redirect.github.com/pytest-dev/pytest/issues/11372):
Async tests will now fail, instead of warning+skipping, if you don't
have any suitable plugin installed.

-
[#&#8203;12346](https://redirect.github.com/pytest-dev/pytest/issues/12346):
Tests will now fail, instead of raising a warning, if they return any
value other than None.

-
[#&#8203;12874](https://redirect.github.com/pytest-dev/pytest/issues/12874):
We dropped support for Python 3.8 following its end of life
(2024-10-07).

-
[#&#8203;12960](https://redirect.github.com/pytest-dev/pytest/issues/12960):
Test functions containing a yield now cause an explicit error. They have
not been run since pytest 4.0, and were previously marked as an expected
failure and deprecation warning.

See `the docs <yield tests deprecated>`{.interpreted-text role="ref"}
for more information.

#### Deprecations (removal in next major release)

-
[#&#8203;10839](https://redirect.github.com/pytest-dev/pytest/issues/10839):
Requesting an asynchronous fixture without a
\[pytest\_fixture\_setup]{.title-ref} hook that resolves it will now
give a DeprecationWarning. This most commonly happens if a sync test
requests an async fixture. This should have no effect on a majority of
users with async tests or fixtures using async pytest plugins, but may
affect non-standard hook setups or `autouse=True`. For guidance on how
to work around this warning see
`sync-test-async-fixture`{.interpreted-text role="ref"}.

#### New features

-
[#&#8203;11538](https://redirect.github.com/pytest-dev/pytest/issues/11538):
Added `pytest.RaisesGroup`{.interpreted-text role="class"} as an
equivalent to `pytest.raises`{.interpreted-text role="func"} for
expecting `ExceptionGroup`{.interpreted-text role="exc"}. Also adds
`pytest.RaisesExc`{.interpreted-text role="class"} which is now the
logic behind `pytest.raises`{.interpreted-text role="func"} and used as
parameter to `pytest.RaisesGroup`{.interpreted-text role="class"}.
`RaisesGroup` includes the ability to specify multiple different
expected exceptions, the structure of nested exception groups, and flags
for emulating `except* <except_star>`{.interpreted-text role="ref"}. See
`assert-matching-exception-groups`{.interpreted-text role="ref"} and
docstrings for more information.

-
[#&#8203;12081](https://redirect.github.com/pytest-dev/pytest/issues/12081):
Added `capteesys`{.interpreted-text role="fixture"} to capture AND pass
output to next handler set by `--capture=`.

-
[#&#8203;12504](https://redirect.github.com/pytest-dev/pytest/issues/12504):
`pytest.mark.xfail`{.interpreted-text role="func"} now accepts
`pytest.RaisesGroup`{.interpreted-text role="class"} for the `raises`
parameter when you expect an exception group. You can also pass a
`pytest.RaisesExc`{.interpreted-text role="class"} if you e.g. want to
make use of the `check` parameter.

-
[#&#8203;12713](https://redirect.github.com/pytest-dev/pytest/issues/12713):
New \[--force-short-summary]{.title-ref} option to force condensed
summary output regardless of verbosity level.

This lets users still see condensed summary output of failures for quick
reference in log files from job outputs, being especially useful if
non-condensed output is very verbose.

-
[#&#8203;12749](https://redirect.github.com/pytest-dev/pytest/issues/12749):
pytest traditionally collects classes/functions in the test module
namespace even if they are imported from another file.

  For example:

  ```python
  ```

### contents of src/domain.py

```
class Testament: ...
```

### contents of tests/test\_testament.py

````
from domain import Testament

def test_testament(): ...
```

In this scenario with the default options, pytest will collect the class
[Testament]{.title-ref} from [tests/test_testament.py]{.title-ref}
because it starts with [Test]{.title-ref}, even though in this case it
is a production class being imported in the test module namespace.

This behavior can now be prevented by setting the new
`collect_imported_tests`{.interpreted-text role="confval"} configuration
option to `false`, which will make pytest collect classes/functions from
test files **only** if they are defined in that file.

\-- by `FreerGit`{.interpreted-text role="user"}
````

- [#&#8203;12765](https://redirect.github.com/pytest-dev/pytest/issues/12765): Thresholds to trigger snippet truncation can now be set with `truncation_limit_lines`{.interpreted-text role="confval"} and `truncation_limit_chars`{.interpreted-text role="confval"}.

  See `truncation-params`{.interpreted-text role="ref"} for more information.

- [#&#8203;13125](https://redirect.github.com/pytest-dev/pytest/issues/13125): `console_output_style`{.interpreted-text role="confval"} now supports `times` to show execution time of each test.

- [#&#8203;13192](https://redirect.github.com/pytest-dev/pytest/issues/13192): `pytest.raises`{.interpreted-text role="func"} will now raise a warning when passing an empty string to `match`, as this will match against any value. Use `match="^$"` if you want to check that an exception has no message.

- [#&#8203;13192](https://redirect.github.com/pytest-dev/pytest/issues/13192): `pytest.raises`{.interpreted-text role="func"} will now print a helpful string diff if matching fails and the match parameter has `^` and `$` and is otherwise escaped.

- [#&#8203;13192](https://redirect.github.com/pytest-dev/pytest/issues/13192): You can now pass `with pytest.raises(check=fn): <pytest.raises>`{.interpreted-text role="func"}, where `fn` is a function which takes a raised exception and returns a boolean. The `raises` fails if no exception was raised (as usual), passes if an exception is raised and `fn` returns `True` (as well as `match` and the type matching, if specified, which are checked before), and propagates the exception if `fn` returns `False` (which likely also fails the test).

- [#&#8203;13228](https://redirect.github.com/pytest-dev/pytest/issues/13228): `hidden-param`{.interpreted-text role="ref"} can now be used in `id` of `pytest.param`{.interpreted-text role="func"} or in
  `ids` of `Metafunc.parametrize <pytest.Metafunc.parametrize>`{.interpreted-text role="py:func"}.
  It hides the parameter set from the test name.

- [#&#8203;13253](https://redirect.github.com/pytest-dev/pytest/issues/13253): New flag: `--disable-plugin-autoload <disable_plugin_autoload>`{.interpreted-text role="ref"} which works as an alternative to `PYTEST_DISABLE_PLUGIN_AUTOLOAD`{.interpreted-text role="envvar"} when setting environment variables is inconvenient; and allows setting it in config files with `addopts`{.interpreted-text role="confval"}.

#### Improvements in existing functionality

- [#&#8203;10224](https://redirect.github.com/pytest-dev/pytest/issues/10224): pytest's `short` and `long` traceback styles (`how-to-modifying-python-tb-printing`{.interpreted-text role="ref"})
  now have partial `657`{.interpreted-text role="pep"} support and will show specific code segments in the
  traceback.

  ```pytest
  ================================= FAILURES =================================
  _______________________ test_gets_correct_tracebacks _______________________

  test_tracebacks.py:12: in test_gets_correct_tracebacks
      assert manhattan_distance(p1, p2) == 1
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
  test_tracebacks.py:6: in manhattan_distance
      return abs(point_1.x - point_2.x) + abs(point_1.y - point_2.y)
                             ^^^^^^^^^
  E   AttributeError: 'NoneType' object has no attribute 'x'
  ```

  \-- by `ammaraskar`{.interpreted-text role="user"}

- [#&#8203;11118](https://redirect.github.com/pytest-dev/pytest/issues/11118): Now `pythonpath`{.interpreted-text role="confval"} configures \[$PYTHONPATH]{.title-ref} earlier than before during the initialization process, which now also affects plugins loaded via the \[-p]{.title-ref} command-line option.

  \-- by `millerdev`{.interpreted-text role="user"}

- [#&#8203;11381](https://redirect.github.com/pytest-dev/pytest/issues/11381): The `type` parameter of the `parser.addini` method now accepts \["int"]{.title-ref} and `"float"` parameters, facilitating the parsing of configuration values in the configuration file.

  Example:

  ```python
  def pytest_addoption(parser):
      parser.addini("int_value", type="int", default=2, help="my int value")
      parser.addini("float_value", type="float", default=4.2, help="my float value")
  ```

  The \[pytest.ini]{.title-ref} file:

  ```ini
  [pytest]
  int_value = 3
  float_value = 5.4
  ```

- [#&#8203;11525](https://redirect.github.com/pytest-dev/pytest/issues/11525): Fixtures are now clearly represented in the output as a "fixture object", not as a normal function as before, making it easy for beginners to catch mistakes such as referencing a fixture declared in the same module but not requested in the test function.

  \-- by `the-compiler`{.interpreted-text role="user"} and `glyphack`{.interpreted-text role="user"}

- [#&#8203;12426](https://redirect.github.com/pytest-dev/pytest/issues/12426): A warning is now issued when `pytest.mark.usefixtures ref`{.interpreted-text role="ref"} is used without specifying any fixtures. Previously, empty usefixtures markers were silently ignored.

- [#&#8203;12707](https://redirect.github.com/pytest-dev/pytest/issues/12707): Exception chains can be navigated when dropped into Pdb in Python 3.13+.

- [#&#8203;12736](https://redirect.github.com/pytest-dev/pytest/issues/12736): Added a new attribute \[name]{.title-ref} with the fixed value \["pytest tests"]{.title-ref} to the root tag \[testsuites]{.title-ref} of the junit-xml generated by pytest.

  This attribute is part of many junit-xml specifications and is even part of the \[junit-10.xsd]{.title-ref} specification that pytest's implementation is based on.

- [#&#8203;12943](https://redirect.github.com/pytest-dev/pytest/issues/12943): If a test fails with an exceptiongroup with a single exception, the contained exception will now be displayed in the short test summary info.

- [#&#8203;12958](https://redirect.github.com/pytest-dev/pytest/issues/12958): A number of `unraisable <unraisable>`{.interpreted-text role="ref"} enhancements:

  - Set the unraisable hook as early as possible and unset it as late as possible, to collect the most possible number of unraisable exceptions.
  - Call the garbage collector just before unsetting the unraisable hook, to collect any straggling exceptions.
  - Collect multiple unraisable exceptions per test phase.
  - Report the `tracemalloc`{.interpreted-text role="mod"} allocation traceback (if available).
  - Avoid using a generator based hook to allow handling `StopIteration`{.interpreted-text role="class"} in test failures.
  - Report the unraisable exception as the cause of the `pytest.PytestUnraisableExceptionWarning`{.interpreted-text role="class"} exception if raised.
  - Compute the `repr` of the unraisable object in the unraisable hook so you get the latest information if available, and should help with resurrection of the object.

- [#&#8203;13010](https://redirect.github.com/pytest-dev/pytest/issues/13010): `pytest.approx`{.interpreted-text role="func"} now can compare collections that contain numbers and non-numbers mixed.

- [#&#8203;13016](https://redirect.github.com/pytest-dev/pytest/issues/13016): A number of `threadexception <unraisable>`{.interpreted-text role="ref"} enhancements:

  - Set the excepthook as early as possible and unset it as late as possible, to collect the most possible number of unhandled exceptions from threads.
  - Collect multiple thread exceptions per test phase.
  - Report the `tracemalloc`{.interpreted-text role="mod"} allocation traceback (if available).
  - Avoid using a generator based hook to allow handling `StopIteration`{.interpreted-text role="class"} in test failures.
  - Report the thread exception as the cause of the `pytest.PytestUnhandledThreadExceptionWarning`{.interpreted-text role="class"} exception if raised.
  - Extract the `name` of the thread object in the excepthook which should help with resurrection of the thread.

- [#&#8203;13031](https://redirect.github.com/pytest-dev/pytest/issues/13031): An empty parameter set as in `pytest.mark.parametrize([], ids=idfunc)` will no longer trigger a call to `idfunc` with internal objects.

- [#&#8203;13115](https://redirect.github.com/pytest-dev/pytest/issues/13115): Allows supplying `ExceptionGroup[Exception]` and `BaseExceptionGroup[BaseException]` to `pytest.raises` to keep full typing on `ExceptionInfo <pytest.ExceptionInfo>`{.interpreted-text role="class"}:

  ```python
  with pytest.raises(ExceptionGroup[Exception]) as exc_info:
      some_function()
  ```

  Parametrizing with other exception types remains an error - we do not check the types of child exceptions and thus do not permit code that might look like we do.

- [#&#8203;13122](https://redirect.github.com/pytest-dev/pytest/issues/13122): The `--stepwise` mode received a number of improvements:

  - It no longer forgets the last failed test in case pytest is executed later without the flag.

    This enables the following workflow:

    1. Execute pytest with `--stepwise`, pytest then stops at the first failing test;
    2. Iteratively update the code and run the test in isolation, without the `--stepwise` flag (for example in an IDE), until it is fixed.
    3. Execute pytest with `--stepwise` again and pytest will continue from the previously failed test, and if it passes, continue on to the next tests.

    Previously, at step 3, pytest would start from the beginning, forgetting the previously failed test.

    This change however might cause issues if the `--stepwise` mode is used far apart in time, as the state might get stale, so the internal state will be reset automatically in case the test suite changes (for now only the number of tests are considered for this, we might change/improve this on the future).

  - New `--stepwise-reset`/`--sw-reset` flag, allowing the user to explicitly reset the stepwise state and restart the workflow from the beginning.

- [#&#8203;13308](https://redirect.github.com/pytest-dev/pytest/issues/13308): Added official support for Python 3.14.

- [#&#8203;13380](https://redirect.github.com/pytest-dev/pytest/issues/13380): Fix `ExceptionGroup`{.interpreted-text role="class"} traceback filtering to exclude pytest internals.

- [#&#8203;13415](https://redirect.github.com/pytest-dev/pytest/issues/13415): The author metadata of the BibTex example is now correctly formatted with last names following first names.
  An example of BibLaTex has been added.
  BibTex and BibLaTex examples now clearly indicate that what is cited is software.

  \-- by `willynilly`{.interpreted-text role="user"}

- [#&#8203;13420](https://redirect.github.com/pytest-dev/pytest/issues/13420): Improved test collection performance by optimizing path resolution used in `FSCollector`.

- [#&#8203;13457](https://redirect.github.com/pytest-dev/pytest/issues/13457): The error message about duplicate parametrization no longer displays an internal stack trace.

- [#&#8203;4112](https://redirect.github.com/pytest-dev/pytest/issues/4112): Using `pytest.mark.usefixtures <pytest.mark.usefixtures ref>`{.interpreted-text role="ref"} on `pytest.param`{.interpreted-text role="func"} now produces an error instead of silently doing nothing.

- [#&#8203;5473](https://redirect.github.com/pytest-dev/pytest/issues/5473): Replace \[:]{.title-ref} with \[;]{.title-ref} in the assertion rewrite warning message so it can be filtered using standard Python warning filters before calling `pytest.main`{.interpreted-text role="func"}.

-

```

[#&#8203;6985](https://redirect.github.com/pytest-dev/pytest/issues/6985):
Improved `pytest.approx`{.interpreted-text role="func"} to enhance the
readability of value ranges and tolerances between 0.001 and 1000.
```

````
: - The [repr]{.title-ref} method now provides clearer output for values
within those ranges, making it easier to interpret the results.

- Previously, the output for those ranges of values and tolerances was
displayed in scientific notation (e.g., [42 ± 1.0e+00]{.title-ref}). The
updated method now presents the tolerance as a decimal for better
readability (e.g., [42 ± 1]{.title-ref}).

        Example:

        **Previous Output:**

        ``` console
        >>> pytest.approx(42, abs=1)
        42 ± 1.0e+00
        ```

        **Current Output:**

        ``` console
        >>> pytest.approx(42, abs=1)
        42 ± 1
        ```

    \-- by `fazeelghafoor`{.interpreted-text role="user"}
````

- [#&#8203;7683](https://redirect.github.com/pytest-dev/pytest/issues/7683): The formerly optional `pygments` dependency is now required, causing output always to be source-highlighted (unless disabled via the `--code-highlight=no` CLI option).

#### Bug fixes

- [#&#8203;10404](https://redirect.github.com/pytest-dev/pytest/issues/10404): Apply filterwarnings from config/cli as soon as possible, and revert them as late as possible
  so that warnings as errors are collected throughout the pytest run and before the
  unraisable and threadexcept hooks are removed.

  This allows very late warnings and unraisable/threadexcept exceptions to fail the test suite.

  This also changes the warning that the lsof plugin issues from PytestWarning to the new warning PytestFDWarning so it can be more easily filtered.

- [#&#8203;11067](https://redirect.github.com/pytest-dev/pytest/issues/11067): The test report is now consistent regardless if the test xfailed via `pytest.mark.xfail <pytest.mark.xfail ref>`{.interpreted-text role="ref"} or `pytest.fail`{.interpreted-text role="func"}.

  Previously, *xfailed* tests via the marker would have the string `"reason: "` prefixed to the message, while those *xfailed* via the function did not. The prefix has been removed.

- [#&#8203;12008](https://redirect.github.com/pytest-dev/pytest/issues/12008): In `11220`{.interpreted-text role="pr"}, an unintended change in reordering was introduced by changing the way indices were assigned to direct params. More specifically, before that change, the indices of direct params to metafunc's callspecs were assigned after all parametrizations took place. Now, that change is reverted.

- [#&#8203;12863](https://redirect.github.com/pytest-dev/pytest/issues/12863): Fix applying markers, including `pytest.mark.parametrize <pytest.mark.parametrize ref>`{.interpreted-text role="ref"} when placed above \[[@&#8203;staticmethod](https://redirect.github.com/staticmethod)]{.title-ref} or \[[@&#8203;classmethod](https://redirect.github.com/classmethod)]{.title-ref}.

- [#&#8203;12929](https://redirect.github.com/pytest-dev/pytest/issues/12929): Handle StopIteration from test cases, setup and teardown correctly.

- [#&#8203;12938](https://redirect.github.com/pytest-dev/pytest/issues/12938): Fixed `--durations-min` argument not respected if `-vv` is used.

- [#&#8203;12946](https://redirect.github.com/pytest-dev/pytest/issues/12946): Fixed missing help for `pdb`{.interpreted-text role="mod"} commands wrapped by pytest -- by `adamchainz`{.interpreted-text role="user"}.

- [#&#8203;12981](https://redirect.github.com/pytest-dev/pytest/issues/12981): Prevent exceptions in `pytest.Config.add_cleanup`{.interpreted-text role="func"} callbacks preventing further cleanups.

- [#&#8203;13047](https://redirect.github.com/pytest-dev/pytest/issues/13047): Restore `pytest.approx`{.interpreted-text role="func"} handling of equality checks between \[bool]{.title-ref} and \[numpy.bool\_]{.title-ref} types.

  Comparing \[bool]{.title-ref} and \[numpy.bool\_]{.title-ref} using `pytest.approx`{.interpreted-text role="func"} accidentally changed in version \[8.3.4]{.title-ref} and \[8.3.5]{.title-ref} to no longer match:

  ```pycon
  >>> import numpy as np
  >>> from pytest import approx
  >>> [np.True_, np.True_] == pytest.approx([True, True])
  False
  ```

  This has now been fixed:

  ```pycon
  >>> [np.True_, np.True_] == pytest.approx([True, True])
  True
  ```

- [#&#8203;13119](https://redirect.github.com/pytest-dev/pytest/issues/13119): Improved handling of invalid regex patterns for filter warnings by providing a clear error message.

- [#&#8203;13175](https://redirect.github.com/pytest-dev/pytest/issues/13175): The diff is now also highlighted correctly when comparing two strings.

- [#&#8203;13248](https://redirect.github.com/pytest-dev/pytest/issues/13248): Fixed an issue where passing a `scope` in `Metafunc.parametrize <pytest.Metafunc.parametrize>`{.interpreted-text role="py:func"} with `indirect=True`
  could result in other fixtures being unable to depend on the parametrized fixture.

- [#&#8203;13291](https://redirect.github.com/pytest-dev/pytest/issues/13291): Fixed `repr` of `attrs` objects in assertion failure messages when using `attrs>=25.2`.

- [#&#8203;13312](https://redirect.github.com/pytest-dev/pytest/issues/13312): Fixed a possible `KeyError` crash on PyPy during collection of tests involving higher-scoped parameters.

- [#&#8203;13345](https://redirect.github.com/pytest-dev/pytest/issues/13345): Fix type hints for `pytest.TestReport.when`{.interpreted-text role="attr"} and `pytest.TestReport.location`{.interpreted-text role="attr"}.

- [#&#8203;13377](https://redirect.github.com/pytest-dev/pytest/issues/13377): Fixed handling of test methods with positional-only parameter syntax.

  Now, methods are supported that formally define `self` as positional-only
  and/or fixture parameters as keyword-only, e.g.:

  ```python
  class TestClass:

      def test_method(self, /, *, fixture): ...
  ```

  Before, this caused an internal error in pytest.

- [#&#8203;13384](https://redirect.github.com/pytest-dev/pytest/issues/13384): Fixed an issue where pytest could report negative durations.

- [#&#8203;13420](https://redirect.github.com/pytest-dev/pytest/issues/13420): Added `lru_cache` to `nodes._check_initialpaths_for_relpath`.

- [#&#8203;9037](https://redirect.github.com/pytest-dev/pytest/issues/9037): Honor `disable_test_id_escaping_and_forfeit_all_rights_to_community_support`{.interpreted-text role="confval"} when escaping ids in parametrized tests.

#### Improved documentation

- [#&#8203;12535](https://redirect.github.com/pytest-dev/pytest/issues/12535): \[This
  example]{.title-ref}<<https://docs.pytest.org/en/latest/example/simple.html#making-test-result-information-available-in-fixtures>>
  showed `print` statements that do not exactly reflect what the
  different branches actually do. The fix makes the example more precise.

- [#&#8203;13218](https://redirect.github.com/pytest-dev/pytest/issues/13218): Pointed out in the `pytest.approx`{.interpreted-text role="func"} documentation that it considers booleans unequal to numeric zero or one.

- [#&#8203;13221](https://redirect.github.com/pytest-dev/pytest/issues/13221): Improved grouping of CLI options in the `--help` output.

- [#&#8203;6649](https://redirect.github.com/pytest-dev/pytest/issues/6649): Added `~pytest.TerminalReporter`{.interpreted-text role="class"} to the `api-reference`{.interpreted-text role="ref"} documentation page.

- [#&#8203;8612](https://redirect.github.com/pytest-dev/pytest/issues/8612): Add a recipe for handling abstract test classes in the documentation.

  A new example has been added to the documentation to demonstrate how to use a mixin class to handle abstract
  test classes without manually setting the `__test__` attribute for subclasses.
  This ensures that subclasses of abstract test classes are automatically collected by pytest.

#### Packaging updates and notes for downstreams

- [#&#8203;13317](https://redirect.github.com/pytest-dev/pytest/issues/13317): Specified minimum allowed versions of `colorama`, `iniconfig`,
  and `packaging`; and bumped the minimum allowed version
  of `exceptiongroup` for `python_version<'3.11'` from a release
  candidate to a full release.

#### Contributor-facing changes

- [#&#8203;12017](https://redirect.github.com/pytest-dev/pytest/issues/12017): Mixed internal improvements:

  - Migrate formatting to f-strings in some tests.
  - Use type-safe constructs in JUnitXML tests.
  - Moved`MockTiming` into `_pytest.timing`.

  \-- by `RonnyPfannschmidt`{.interpreted-text role="user"}

- [#&#8203;12647](https://redirect.github.com/pytest-dev/pytest/issues/12647): Fixed running the test suite with the `hypothesis` pytest plugin.

#### Miscellaneous internal changes

- [#&#8203;6649](https://redirect.github.com/pytest-dev/pytest/issues/6649): Added `~pytest.TerminalReporter`{.interpreted-text role="class"} to the public pytest API, as it is part of the signature of the `pytest_terminal_summary`{.interpreted-text role="hook"} hook.

### [`v8.3.5`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.3.5)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.3.4...8.3.5)

### pytest 8.3.5 (2025-03-02)

#### Bug fixes

- [#&#8203;11777](https://redirect.github.com/pytest-dev/pytest/issues/11777): Fixed issue where sequences were still being shortened even with `-vv` verbosity.
- [#&#8203;12888](https://redirect.github.com/pytest-dev/pytest/issues/12888): Fixed broken input when using Python 3.13+ and a `libedit` build of Python, such as on macOS or with uv-managed Python binaries from the `python-build-standalone` project. This could manifest e.g. by a broken prompt when using `Pdb`, or seeing empty inputs with manual usage of `input()` and suspended capturing.
- [#&#8203;13026](https://redirect.github.com/pytest-dev/pytest/issues/13026): Fixed `AttributeError`{.interpreted-text role="class"} crash when using `--import-mode=importlib` when top-level directory same name as another module of the standard library.
- [#&#8203;13053](https://redirect.github.com/pytest-dev/pytest/issues/13053): Fixed a regression in pytest 8.3.4 where, when using `--import-mode=importlib`, a directory containing py file with the same name would cause an `ImportError`
- [#&#8203;13083](https://redirect.github.com/pytest-dev/pytest/issues/13083): Fixed issue where pytest could crash if one of the collected directories got removed during collection.

#### Improved documentation

- [#&#8203;12842](https://redirect.github.com/pytest-dev/pytest/issues/12842): Added dedicated page about using types with pytest.

  See `types`{.interpreted-text role="ref"} for detailed usage.

#### Contributor-facing changes

- [#&#8203;13112](https://redirect.github.com/pytest-dev/pytest/issues/13112): Fixed selftest failures in `test_terminal.py` with Pygments >= 2.19.0
- [#&#8203;13256](https://redirect.github.com/pytest-dev/pytest/issues/13256): Support for Towncrier versions released in 2024 has been re-enabled
  when building Sphinx docs -- by `webknjaz`{.interpreted-text role="user"}.

### [`v8.3.4`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.3.4)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.3.3...8.3.4)

### pytest 8.3.4 (2024-12-01)

#### Bug fixes

- [#&#8203;12592](https://redirect.github.com/pytest-dev/pytest/issues/12592): Fixed `KeyError`{.interpreted-text role="class"} crash when using `--import-mode=importlib` in a directory layout where a directory contains a child directory with the same name.

- [#&#8203;12818](https://redirect.github.com/pytest-dev/pytest/issues/12818): Assertion rewriting now preserves the source ranges of the original instructions, making it play well with tools that deal with the `AST`, like [executing](https://redirect.github.com/alexmojaki/executing).

- [#&#8203;12849](https://redirect.github.com/pytest-dev/pytest/issues/12849): ANSI escape codes for colored output now handled correctly in `pytest.fail`{.interpreted-text role="func"} with \[pytrace=False]{.title-ref}.

- [#&#8203;9353](https://redirect.github.com/pytest-dev/pytest/issues/9353): `pytest.approx`{.interpreted-text role="func"} now uses strict equality when given booleans.

#### Improved documentation

- [#&#8203;10558](https://redirect.github.com/pytest-dev/pytest/issues/10558): Fix ambiguous docstring of `pytest.Config.getoption`{.interpreted-text role="func"}.

- [#&#8203;10829](https://redirect.github.com/pytest-dev/pytest/issues/10829): Improve documentation on the current handling of the `--basetemp` option and its lack of retention functionality (`temporary directory location and retention`{.interpreted-text role="ref"}).

- [#&#8203;12866](https://redirect.github.com/pytest-dev/pytest/issues/12866): Improved cross-references concerning the `recwarn`{.interpreted-text role="fixture"} fixture.

- [#&#8203;12966](https://redirect.github.com/pytest-dev/pytest/issues/12966): Clarify `filterwarnings`{.interpreted-text role="ref"} docs on filter precedence/order when using multiple `@pytest.mark.filterwarnings <pytest.mark.filterwarnings ref>`{.interpreted-text role="ref"} marks.

#### Contributor-facing changes

- [#&#8203;12497](https://redirect.github.com/pytest-dev/pytest/issues/12497): Fixed two failing pdb-related tests on Python 3.13.

### [`v8.3.3`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.3.3)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.3.2...8.3.3)

# pytest 8.3.3 (2024-09-09)

## Bug fixes

- [#&#8203;12446](https://redirect.github.com/pytest-dev/pytest/issues/12446): Avoid calling `@property` (and other instance descriptors) during fixture discovery -- by `asottile`{.interpreted-text role="user"}

- [#&#8203;12659](https://redirect.github.com/pytest-dev/pytest/issues/12659): Fixed the issue of not displaying assertion failure differences when using the parameter `--import-mode=importlib` in pytest>=8.1.

- [#&#8203;12667](https://redirect.github.com/pytest-dev/pytest/issues/12667): Fixed a regression where type change in \[ExceptionInfo.errisinstance]{.title-ref} caused \[mypy]{.title-ref} to fail.

- [#&#8203;12744](https://redirect.github.com/pytest-dev/pytest/issues/12744): Fixed typing compatibility with Python 3.9 or less -- replaced \[typing.Self]{.title-ref} with \[typing\_extensions.Self]{.title-ref} -- by `Avasam`{.interpreted-text role="user"}

- [#&#8203;12745](https://redirect.github.com/pytest-dev/pytest/issues/12745): Fixed an issue with backslashes being incorrectly converted in nodeid paths on Windows, ensuring consistent path handling across environments.

- [#&#8203;6682](https://redirect.github.com/pytest-dev/pytest/issues/6682): Fixed bug where the verbosity levels where not being respected when printing the "msg" part of failed assertion (as in `assert condition, msg`).

- [#&#8203;9422](https://redirect.github.com/pytest-dev/pytest/issues/9422): Fix bug where disabling the terminal plugin via `-p no:terminal` would cause crashes related to missing the `verbose` option.

  \-- by `GTowers1`{.interpreted-text role="user"}

## Improved documentation

- [#&#8203;12663](https://redirect.github.com/pytest-dev/pytest/issues/12663): Clarify that the \[pytest\_deselected]{.title-ref} hook should be called from \[pytest\_collection\_modifyitems]{.title-ref} hook implementations when items are deselected.
- [#&#8203;12678](https://redirect.github.com/pytest-dev/pytest/issues/12678): Remove erroneous quotes from \[tmp\_path\_retention\_policy]{.title-ref} example in docs.

## Miscellaneous internal changes

- [#&#8203;12769](https://redirect.github.com/pytest-dev/pytest/issues/12769): Fix typos discovered by codespell and add codespell to pre-commit hooks.

### [`v8.3.2`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.3.2)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.3.1...8.3.2)

# pytest 8.3.2 (2024-07-24)

## Bug fixes

- [#&#8203;12652](https://redirect.github.com/pytest-dev/pytest/issues/12652): Resolve regression \[conda]{.title-ref} environments where no longer being automatically detected.

  \-- by `RonnyPfannschmidt`{.interpreted-text role="user"}

### [`v8.3.1`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.3.1)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.3.0...8.3.1)

# pytest 8.3.1 (2024-07-20)

The 8.3.0 release failed to include the change notes and docs for the release. This patch release remedies this. There are no other changes.

### [`v8.3.0`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.3.0)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.2.2...8.3.0)

##### pytest 8.3.0 (2024-07-20)

##### New features

- [#&#8203;12231](https://redirect.github.com/pytest-dev/pytest/issues/12231): Added \[--xfail-tb]{.title-ref} flag, which turns on traceback output for XFAIL results.

  - If the \[--xfail-tb]{.title-ref} flag is not given, tracebacks for XFAIL results are NOT shown.
  - The style of traceback for XFAIL is set with \[--tb]{.title-ref}, and can be \[auto|long|short|line|native|no]{.title-ref}.
  - Note: Even if you have \[--xfail-tb]{.title-ref} set, you won't see them if \[--tb=no]{.title-ref}.

  Some history:

  With pytest 8.0, \[-rx]{.title-ref} or \[-ra]{.title-ref} would not only turn on summary reports for xfail, but also report the tracebacks for xfail results. This caused issues with some projects that utilize xfail, but don't want to see all of the xfail tracebacks.

  This change detaches xfail tracebacks from \[-rx]{.title-ref}, and now we turn on xfail tracebacks with \[--xfail-tb]{.title-ref}. With this, the default \[-rx]{.title-ref}/ \[-ra]{.title-ref} behavior is identical to pre-8.0 with respect to xfail tracebacks. While this is a behavior change, it brings default behavior back to pre-8.0.0 behavior, which ultimately was considered the better course of action.

- [#&#8203;12281](https://redirect.github.com/pytest-dev/pytest/issues/12281): Added support for keyword matching in marker expressions.

  Now tests can be selected by marker keyword arguments.
  Supported values are `int`{.interpreted-text role="class"}, (unescaped) `str`{.interpreted-text role="class"}, `bool`{.interpreted-text role="class"} & `None`{.interpreted-text role="data"}.

  See `marker examples <marker_keyword_expression_example>`{.interpreted-text role="ref"} for more information.

  \-- by `lovetheguitar`{.interpreted-text role="user"}

- [#&#8203;12567](https://redirect.github.com/pytest-dev/pytest/issues/12567): Added `--no-fold-skipped` command line option.

  If this option is set, then skipped tests in short summary are no longer grouped
  by reason but all tests are printed individually with their nodeid in the same
  way as other statuses.

  \-- by `pbrezina`{.interpreted-text role="user"}

##### Improvements in existing functionality

- [#&#8203;12469](https://redirect.github.com/pytest-dev/pytest/issues/12469): The console output now uses the "third-party plugins" terminology,
  replacing the previously established but confusing and outdated
  reference to `setuptools <setuptools:index>`{.interpreted-text role="std:doc"}
  \-- by `webknjaz`{.interpreted-text role="user"}.

- [#&#8203;12544](https://redirect.github.com/pytest-dev/pytest/issues/12544), [#&#8203;12545](https://redirect.github.com/pytest-dev/pytest/issues/12545): Python virtual environment detection was improved by
  checking for a `pyvenv.cfg`{.interpreted-text role="file"} file, ensuring reliable detection on
  various platforms -- by `zachsnickers`{.interpreted-text role="user"}.

- [#&#8203;2871](https://redirect.github.com/pytest-dev/pytest/issues/2871): Do not truncate arguments to functions in output when running with \[-vvv]{.title-ref}.

- [#&#8203;389](https://redirect.github.com/pytest-dev/pytest/issues/389): The readability of assertion introspection of bound methods has been enhanced
  \-- by `farbodahm`{.interpreted-text role="user"}, `webknjaz`{.interpreted-text role="user"}, `obestwalter`{.interpreted-text role="user"}, `flub`{.interpreted-text role="user"}
  and `glyphack`{.interpreted-text role="user"}.

  Earlier, it was like:

  ```console
  =================================== FAILURES ===================================
  _____________________________________ test _____________________________________

      def test():
  >       assert Help().fun() == 2
  E       assert 1 == 2
  E        +  where 1 = <bound method Help.fun of <example.Help instance at 0x256a830>>()
  E        +    where <bound method Help.fun of <example.Help instance at 0x256a830>> = <example.Help instance at 0x256a830>.fun
  E        +      where <example.Help instance at 0x256a830> = Help()

  example.py:7: AssertionError
  =========================== 1 failed in 0.03 seconds ===========================
  ```

  And now it's like:

  ```console
  =================================== FAILURES ===================================
  _____________________________________ test _____________________________________

      def test():
  >       assert Help().fun() == 2
  E       assert 1 == 2
  E        +  where 1 = fun()
  E        +    where fun = <test_local.Help object at 0x1074be230>.fun
  E        +      where <test_local.Help object at 0x1074be230> = Help()

  test_local.py:13: AssertionError
  =========================== 1 failed in 0.03 seconds ===========================
  ```

- [#&#8203;7662](https://redirect.github.com/pytest-dev/pytest/issues/7662): Added timezone information to the testsuite timestamp in the JUnit XML report.

##### Bug fixes

- [#&#8203;11706](https://redirect.github.com/pytest-dev/pytest/issues/11706): Fixed reporting of teardown errors in higher-scoped fixtures when using \[--maxfail]{.title-ref} or \[--stepwise]{.title-ref}.

  Originally added in pytest 8.0.0, but reverted in 8.0.2 due to a regression in pytest-xdist.
  This regression was fixed in pytest-xdist 3.6.1.

- [#&#8203;11797](https://redirect.github.com/pytest-dev/pytest/issues/11797): `pytest.approx`{.interpreted-text role="func"} now correctly handles `Sequence <collections.abc.Sequence>`{.interpreted-text role="class"}-like objects.

- [#&#8203;12204](https://redirect.github.com/pytest-dev/pytest/issues/12204), [#&#8203;12264](https://redirect.github.com/pytest-dev/pytest/issues/12264): Fixed a regression in pytest 8.0 where tracebacks get longer and longer when multiple
  tests fail due to a shared higher-scope fixture which raised -- by `bluetech`{.interpreted-text role="user"}.

  Also fixed a similar regression in pytest 5.4 for collectors which raise during setup.

  The fix necessitated internal changes which may affect some plugins:

  - `FixtureDef.cached_result[2]` is now a tuple `(exc, tb)`
    instead of `exc`.
  - `SetupState.stack` failures are now a tuple `(exc, tb)`
    instead of `exc`.

- [#&#8203;12275](https://redirect.github.com/pytest-dev/pytest/issues/12275): Fixed collection error upon encountering an `abstract <abc>`{.interpreted-text role="mod"} class, including abstract \[unittest.TestCase]{.title-ref} subclasses.

- [#&#8203;12328](https://redirect.github.com/pytest-dev/pytest/issues/12328): Fixed a regression in pytest 8.0.0 where package-scoped parameterized items were not correctly reordered to minimize setups/teardowns in some cases.

- [#&#8203;12424](https://redirect.github.com/pytest-dev/pytest/issues/12424): Fixed crash with \[assert testcase is not None]{.title-ref} assertion failure when re-running unittest tests using plugins like pytest-rerunfailures. Regressed in 8.2.2.

- [#&#8203;12472](https://redirect.github.com/pytest-dev/pytest/issues/12472): Fixed a crash when returning category `"error"` or `"failed"` with a custom test status from `pytest_report_teststatus`{.interpreted-text role="hook"} hook -- `pbrezina`{.interpreted-text role="user"}.

- [#&#8203;12505](https://redirect.github.com/pytest-dev/pytest/issues/12505): Improved handling of invalid regex patterns in `pytest.raises(match=r'...') <pytest.raises>`{.interpreted-text role="func"} by providing a clear error message.

- [#&#8203;12580](https://redirect.github.com/pytest-dev/pytest/issues/12580): Fixed a crash when using the cache class on Windows and the cache directory was created concurrently.

- [#&#8203;6962](https://redirect.github.com/pytest-dev/pytest/issues/6962): Parametrization parameters are now compared using \[==]{.title-ref} instead of \[is]{.title-ref} (\[is]{.title-ref} is still used as a fallback if the parameter does not support \[==]{.title-ref}).
  This fixes use of parameters such as lists, which have a different \[id]{.title-ref} but compare equal, causing fixtures to be re-computed instead of being cached.

- [#&#8203;7166](https://redirect.github.com/pytest-dev/pytest/issues/7166): Fixed progress percentages (the `[ 87%]` at the edge of the screen) sometimes not aligning correctly when running with pytest-xdist `-n`.

##### Improved documentation

- [#&#8203;12153](https://redirect.github.com/pytest-dev/pytest/issues/12153): Documented using `PYTEST_VERSION`{.interpreted-text role="envvar"} to detect if code is running from within a pytest run.

- [#&#8203;12469](https://redirect.github.com/pytest-dev/pytest/issues/12469): The external plugin mentions in the documentation now avoid mentioning
  `setuptools entry-points <setuptools:index>`{.interpreted-text role="std:doc"} as the concept is
  much more generic nowadays. Instead, the terminology of "external",
  "installed", or "third-party" plugins (or packages) replaces that.

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12577](https://redirect.github.com/pytest-dev/pytest/issues/12577): \[CI]{.title-ref} and \[BUILD\_NUMBER]{.title-ref} environment variables role is discribed in
  the reference doc. They now also appear when doing \[pytest -h]{.title-ref}
  \-- by `MarcBresson`{.interpreted-text role="user"}.

##### Contributor-facing changes

- [#&#8203;12467](https://redirect.github.com/pytest-dev/pytest/issues/12467): Migrated all internal type-annotations to the python3.10+ style by using the \[annotations]{.title-ref} future import.

  \-- by `RonnyPfannschmidt`{.interpreted-text role="user"}

- [#&#8203;11771](https://redirect.github.com/pytest-dev/pytest/issues/11771), [#&#8203;12557](https://redirect.github.com/pytest-dev/pytest/issues/12557): The PyPy runtime version has been updated to 3.9 from 3.8 that introduced
  a flaky bug at the garbage collector which was not expected to fix there
  as the 3.8 is EoL.

  \-- by `x612skm`{.interpreted-text role="user"}

- [#&#8203;12493](https://redirect.github.com/pytest-dev/pytest/issues/12493): The change log draft preview integration has been refactored to use a
  third party extension `sphinxcontib-towncrier`. The previous in-repo
  script was putting the change log preview file at
  `doc/en/_changelog_towncrier_draft.rst`{.interpreted-text role="file"}. Said file is no longer
  ignored in Git and might show up among untracked files in the
  development environments of the contributors. To address that, the
  contributors can run the following command that will clean it up:

  ```console
  $ git clean -x -i -- doc/en/_changelog_towncrier_draft.rst
  ```

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12498](https://redirect.github.com/pytest-dev/pytest/issues/12498): All the undocumented `tox` environments now have descriptions.
  They can be listed in one's development environment by invoking
  `tox -av` in a terminal.

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12501](https://redirect.github.com/pytest-dev/pytest/issues/12501): The changelog configuration has been updated to introduce more accurate
  audience-tailored categories. Previously, there was a `trivial`
  change log fragment type with an unclear and broad meaning. It was
  removed and we now have `contrib`, `misc` and `packaging` in
  place of it.

  The new change note types target the readers who are downstream
  packagers and project contributors. Additionally, the miscellaneous
  section is kept for unspecified updates that do not fit anywhere else.

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12502](https://redirect.github.com/pytest-dev/pytest/issues/12502): The UX of the GitHub automation making pull requests to update the
  plugin list has been updated. Previously, the maintainers had to close
  the automatically created pull requests and re-open them to trigger the
  CI runs. From now on, they only need to click the \[Ready for review]{.title-ref}
  button instead.

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12522](https://redirect.github.com/pytest-dev/pytest/issues/12522): The `:pull:` RST role has been replaced with a shorter
  `:pr:` due to starting to use the implementation from
  the third-party `sphinx-issues`{.interpreted-text role="pypi"} Sphinx extension
  \-- by `webknjaz`{.interpreted-text role="user"}.

- [#&#8203;12531](https://redirect.github.com/pytest-dev/pytest/issues/12531): The coverage reporting configuration has been updated to exclude
  pytest's own tests marked as expected to fail from the coverage
  report. This has an effect of reducing the influence of flaky
  tests on the resulting number.

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12533](https://redirect.github.com/pytest-dev/pytest/issues/12533): The `extlinks` Sphinx extension is no longer enabled. The `:bpo:`
  role it used to declare has been removed with that. BPO itself has
  migrated to GitHub some years ago and it is possible to link the
  respective issues by using their GitHub issue numbers and the
  `:issue:` role that the `sphinx-issues` extension implements.

  \-- by `webknjaz`{.interpreted-text role="user"}

- [#&#8203;12562](https://redirect.github.com/pytest-dev/pytest/issues/12562): Possible typos in using the `:user:` RST role is now being linted
  through the pre-commit tool integration -- by `webknjaz`{.interpreted-text role="user"}.

### [`v8.2.2`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.2.2)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.2.1...8.2.2)

# pytest 8.2.2 (2024-06-04)

## Bug Fixes

- [#&#8203;12355](https://redirect.github.com/pytest-dev/pytest/issues/12355): Fix possible catastrophic performance slowdown on a certain parametrization pattern involving many higher-scoped parameters.
- [#&#8203;12367](https://redirect.github.com/pytest-dev/pytest/issues/12367): Fix a regression in pytest 8.2.0 where unittest class instances (a fresh one is created for each test) were not released promptly on test teardown but only on session teardown.
- [#&#8203;12381](https://redirect.github.com/pytest-dev/pytest/issues/12381): Fix possible "Directory not empty" crashes arising from concurent cache dir (`.pytest_cache`) creation. Regressed in pytest 8.2.0.

## Improved Documentation

- [#&#8203;12290](https://redirect.github.com/pytest-dev/pytest/issues/12290): Updated Sphinx theme to use Furo instead of Flask, enabling Dark mode theme.
- [#&#8203;12356](https://redirect.github.com/pytest-dev/pytest/issues/12356): Added a subsection to the documentation for debugging flaky tests to mention
  lack of thread safety in pytest as a possible source of flakyness.
- [#&#8203;12363](https://redirect.github.com/pytest-dev/pytest/issues/12363): The documentation webpages now links to a canonical version to reduce outdated documentation in search engine results.

### [`v8.2.1`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.2.1)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.2.0...8.2.1)

# pytest 8.2.1 (2024-05-19)

## Improvements

- [#&#8203;12334](https://redirect.github.com/pytest-dev/pytest/issues/12334): Support for Python 3.13 (beta1 at the time of writing).

## Bug Fixes

- [#&#8203;12120](https://redirect.github.com/pytest-dev/pytest/issues/12120): Fix \[PermissionError]{.title-ref} crashes arising from directories which are not selected on the command-line.
- [#&#8203;12191](https://redirect.github.com/pytest-dev/pytest/issues/12191): Keyboard interrupts and system exits are now properly handled during the test collection.
- [#&#8203;12300](https://redirect.github.com/pytest-dev/pytest/issues/12300): Fixed handling of 'Function not implemented' error under squashfuse\_ll, which is a different way to say that the mountpoint is read-only.
- [#&#8203;12308](https://redirect.github.com/pytest-dev/pytest/issues/12308): Fix a regression in pytest 8.2.0 where the permissions of automatically-created `.pytest_cache` directories became `rwx------` instead of the expected `rwxr-xr-x`.

## Trivial/Internal Changes

- [#&#8203;12333](https://redirect.github.com/pytest-dev/pytest/issues/12333): pytest releases are now attested using the recent [Artifact Attestation](https://github.blog/2024-05-02-introducing-artifact-attestations-now-in-public-beta/) support from GitHub, allowing users to verify the provenance of pytest's sdist and wheel artifacts.

### [`v8.2.0`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.2.0)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.1.2...8.2.0)

# pytest 8.2.0 (2024-04-27)

## Deprecations

- [#&#8203;12069](https://redirect.github.com/pytest-dev/pytest/issues/12069): A deprecation warning is now raised when implementations of one of the following hooks request a deprecated `py.path.local` parameter instead of the `pathlib.Path` parameter which replaced it:

  - `pytest_ignore_collect`{.interpreted-text role="hook"} - the `path` parameter - use `collection_path` instead.
  - `pytest_collect_file`{.interpreted-text role="hook"} - the `path` parameter - use `file_path` instead.
  - `pytest_pycollect_makemodule`{.interpreted-text role="hook"} - the `path` parameter - use `module_path` instead.
  - `pytest_report_header`{.interpreted-text role="hook"} - the `startdir` parameter - use `start_path` instead.
  - `pytest_report_collectionfinish`{.interpreted-text role="hook"} - the `startdir` parameter - use `start_path` instead.

  The replacement parameters are available since pytest 7.0.0.
  The old parameters will be removed in pytest 9.0.0.

  See `legacy-path-hooks-deprecated`{.interpreted-text role="ref"} for more details.

## Features

- [#&#8203;11871](https://redirect.github.com/pytest-dev/pytest/issues/11871): Added support for reading command line arguments from a file using the prefix character `@`, like e.g.: `pytest @&#8203;tests.txt`. The file must have one argument per line.

  See `Read arguments from file <args-from-file>`{.interpreted-text role="ref"} for details.

## Improvements

- [#&#8203;11523](https://redirect.github.com/pytest-dev/pytest/issues/11523): `pytest.importorskip`{.interpreted-text role="func"} will now issue a warning if the module could be found, but raised `ImportError`{.interpreted-text role="class"} instead of `ModuleNotFoundError`{.interpreted-text role="class"}.

  The warning can be suppressed by passing `exc_type=ImportError` to `pytest.importorskip`{.interpreted-text role="func"}.

  See `import-or-skip-import-error`{.interpreted-text role="ref"} for details.

- [#&#8203;11728](https://redirect.github.com/pytest-dev/pytest/issues/11728): For `unittest`-based tests, exceptions during class cleanup (as raised by functions registered with `TestCase.addClassCleanup <unittest.TestCase.addClassCleanup>`{.interpreted-text role="meth"}) are now reported instead of silently failing.

- [#&#8203;11777](https://redirect.github.com/pytest-dev/pytest/issues/11777): Text is no longer truncated in the `short test summary info` section when `-vv` is given.

- [#&#8203;12112](https://redirect.github.com/pytest-dev/pytest/issues/12112): Improved namespace packages detection when `consider_namespace_packages`{.interpreted-text role="confval"} is enabled, covering more situations (like editable installs).

- [#&#8203;9502](https://redirect.github.com/pytest-dev/pytest/issues/9502): Added `PYTEST_VERSION`{.interpreted-text role="envvar"} environment variable which is defined at the start of the pytest session and undefined afterwards. It contains the value of `pytest.__version__`, and among other things can be used to easily check if code is running from within a pytest run.

## Bug Fixes

- [#&#8203;12065](https://redirect.github.com/pytest-dev/pytest/issues/12065): Fixed a regression in pytest 8.0.0 where test classes containing `setup_method` and tests using `@staticmethod` or `@classmethod` would crash with `AttributeError: 'NoneType' object has no attribute 'setup_method'`.

  Now the `request.instance <pytest.FixtureRequest.instance>`{.interpreted-text role="attr"} attribute of tests using `@staticmethod` and `@classmethod` is no longer `None`, but a fresh instance of the class, like in non-static methods.
  Previously it was `None`, and all fixtures of such tests would share a single `self`.

- [#&#8203;12135](https://redirect.github.com/pytest-dev/pytest/issues/12135): Fixed issue where fixtures adding their finalizer multiple times to fixtures they request would cause unreliable and non-intuitive teardown ordering in some instances.

- [#&#8203;12194](https://redirect.github.com/pytest-dev/pytest/issues/12194): Fixed a bug with `--importmode=importlib` and `--doctest-modules` where child modules did not appear as attributes in parent modules.

- [#&#8203;1489](https://redirect.github.com/pytest-dev/pytest/issues/1489): Fixed some instances where teardown of higher-scoped fixtures was not happening in the reverse order they were initialized in.

## Trivial/Internal Changes

- [#&#8203;12069](https://redirect.github.com/pytest-dev/pytest/issues/12069): `pluggy>=1.5.0` is now required.
- [#&#8203;12167](https://redirect.github.com/pytest-dev/pytest/issues/12167): `cache <cache>`{.interpreted-text role="ref"}: create supporting files (`CACHEDIR.TAG`, `.gitignore`, etc.) in a temporary directory to provide atomic semantics.

### [`v8.1.2`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.1.2)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.1.1...8.1.2)

# pytest 8.1.2 (2024-04-26)

## Bug Fixes

- [#&#8203;12114](https://redirect.github.com/pytest-dev/pytest/issues/12114): Fixed error in `pytest.approx`{.interpreted-text role="func"} when used with \[numpy]{.title-ref} arrays and comparing with other types.

### [`v8.1.1`](https://redirect.github.com/pytest-dev/pytest/releases/tag/8.1.1)

[Compare Source](https://redirect.github.com/pytest-dev/pytest/compare/8.1.0...8.1.1)

# pytest 8.1.1 (2024-03-08)

::: {.note}
::: {.title}
Note
:::

This release is not a usual bug fix release -- it contains features and improvements, being a follow up
to `8.1.0`, which has been yanked from PyPI.
:::

## Features

- [#&#8203;11475](https://redirect.github.com/pytest-dev/pytest/issues/11475): Added the new `consider_namespace_packages`{.interpreted-text role="confval"} configuration option, defaulting 

</details>

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Mend Renovate
cf65ba1d31 chore(deps): update dependency llama-index-llms-google-genai to v0.5.0 (#1488)
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are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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🔕 **Ignore**: Close this PR and you won't be reminded about this update
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