1345 Commits

Author SHA1 Message Date
Siddharth Ravi
9f76026925 feat: add list-query-stats and get-column-cardinality functions (#1976)
Adds the following tools for Postgre
(1) get_column_cardinality - to fetch the estimates of the distinct
column counts in the table for particular column or all columns
(2) list-query-stats - to obtain the query level statistics in a
database. This tool requires pg_stat_statements extension as a
prerequisite.

<img width="2428" height="1368" alt="image"
src="https://github.com/user-attachments/assets/5d9b22f0-6b09-4abe-8411-b1139387e259"
/>

<img width="3774" height="1010" alt="image"
src="https://github.com/user-attachments/assets/b1d9fdf1-8a3b-4afe-ab98-63226a7e3705"
/>


PR Checklist
[Y] Make sure you reviewed

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

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

🛠️ Fixes https://github.com/googleapis/genai-toolbox/issues/1691

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-26 23:43:03 +00:00
Mend Renovate
f15f0814fa chore(deps): update actions/setup-go action to v6.1.0 (#2001)
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [actions/setup-go](https://redirect.github.com/actions/setup-go) |
action | minor | `v6.0.0` -> `v6.1.0` |

---

### Release Notes

<details>
<summary>actions/setup-go (actions/setup-go)</summary>

###
[`v6.1.0`](https://redirect.github.com/actions/setup-go/releases/tag/v6.1.0)

[Compare
Source](https://redirect.github.com/actions/setup-go/compare/v6.0.0...v6.1.0)

#### What's Changed

##### Enhancements

- Fall back to downloading from go.dev/dl instead of
storage.googleapis.com/golang by
[@&#8203;nicholasngai](https://redirect.github.com/nicholasngai) in
[#&#8203;665](https://redirect.github.com/actions/setup-go/pull/665)
- Add support for .tool-versions file and update workflow by
[@&#8203;priya-kinthali](https://redirect.github.com/priya-kinthali) in
[#&#8203;673](https://redirect.github.com/actions/setup-go/pull/673)
- Add comprehensive breaking changes documentation for v6 by
[@&#8203;mahabaleshwars](https://redirect.github.com/mahabaleshwars) in
[#&#8203;674](https://redirect.github.com/actions/setup-go/pull/674)

##### Dependency updates

- Upgrade eslint-config-prettier from 10.0.1 to 10.1.8 and document
breaking changes in v6 by
[@&#8203;dependabot](https://redirect.github.com/dependabot) in
[#&#8203;617](https://redirect.github.com/actions/setup-go/pull/617)
- Upgrade actions/publish-action from 0.3.0 to 0.4.0 by
[@&#8203;dependabot](https://redirect.github.com/dependabot) in
[#&#8203;641](https://redirect.github.com/actions/setup-go/pull/641)
- Upgrade semver and
[@&#8203;types/semver](https://redirect.github.com/types/semver) by
[@&#8203;dependabot](https://redirect.github.com/dependabot) in
[#&#8203;652](https://redirect.github.com/actions/setup-go/pull/652)

#### New Contributors

- [@&#8203;nicholasngai](https://redirect.github.com/nicholasngai) made
their first contribution in
[#&#8203;665](https://redirect.github.com/actions/setup-go/pull/665)
- [@&#8203;priya-kinthali](https://redirect.github.com/priya-kinthali)
made their first contribution in
[#&#8203;673](https://redirect.github.com/actions/setup-go/pull/673)
- [@&#8203;mahabaleshwars](https://redirect.github.com/mahabaleshwars)
made their first contribution in
[#&#8203;674](https://redirect.github.com/actions/setup-go/pull/674)

**Full Changelog**:
<https://github.com/actions/setup-go/compare/v6...v6.1.0>

</details>

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Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-26 19:39:15 +00:00
Dr. Strangelove
ac21335f4e feat: support for annotations (#2007)
## Description

The MCP spec supports tool annotations like the below structure in the
2025-06-18 version of the spec.

https://modelcontextprotocol.io/specification/2025-06-18/schema#toolannotations

```
{
  destructiveHint?: boolean;
  idempotentHint?: boolean;
  openWorldHint?: boolean;
  readOnlyHint?: boolean;
}
```

Added a ToolAnnotations structure, an Annotations member to the
McpManifest structure, and a nil initializer for the Annotations member
to all calls to GetMcpManifest.

The ToolAnnotations structure and the member annotations are all defined
as pointers so that they are omited when not set. There are times when
the zero value is meaningful so this was the only way to make sure that
we distinguish between not setting the annotation and setting it with a
zero value.

## PR Checklist

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

- [x] Make sure you reviewed

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

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

🛠️ Fixes #927

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-26 08:53:55 -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
Anubhav Dhawan
9315dba996 docs: Add guide for deploying ADK Agent to Agent Engine with Cloud Run Toolbox (#2035)
Reopening PR from https://github.com/googleapis/genai-toolbox/pull/2019
but on `main`.

## Description

This PR introduces a new How-to guide to deploy ADK Agent to Google
Cloud.

Following the updates to the ADK with Toolbox Local Quickstart (in
https://github.com/googleapis/genai-toolbox/pull/1962), this guide
provides the necessary steps to take a locally developed ADK agent and
deploy it to a production-like cloud environment.

The new guide covers the following workflow:

* Instructions (via link) to deploy the Toolbox server to Cloud Run.
* Using `uvx agent-starter-pack enhance` to scaffold deployment
configuration and adding `toolbox-core` as a dependency.
* Updating the agent code to connect to the remote Cloud Run URL.
* Running `make backend` to deploy the agent to Vertex AI Agent Engine.
* Verifying the deployment using the Agent Engine Playground.

This completes the user journey from local development to a fully
deployed architecture on Google Cloud.

🛠️ Addresses https://github.com/googleapis/genai-toolbox/issues/1705
2025-11-26 18:24:24 +05:30
Mend Renovate
0ac02ee34e chore(deps): update dependency @langchain/google-genai to v2 (#2024)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[@langchain/google-genai](https://redirect.github.com/langchain-ai/langchainjs/tree/main/libs/langchain-google-genai/)
([source](https://redirect.github.com/langchain-ai/langchainjs)) |
[`^1.0.0` ->
`^2.0.0`](https://renovatebot.com/diffs/npm/@langchain%2fgoogle-genai/1.0.0/2.0.0)
|
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|
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|

---

### Release Notes

<details>
<summary>langchain-ai/langchainjs
(@&#8203;langchain/google-genai)</summary>

###
[`v1.0.3`](https://redirect.github.com/langchain-ai/langchainjs/releases/tag/%40langchain/google-gauth%401.0.3)

[Compare
Source](https://redirect.github.com/langchain-ai/langchainjs/compare/@langchain/google-genai@1.0.2...@langchain/google-genai@1.0.3)

##### Patch Changes

- Updated dependencies \[]:
-
[@&#8203;langchain/google-common](https://redirect.github.com/langchain/google-common)@&#8203;1.0.3

###
[`v1.0.2`](https://redirect.github.com/langchain-ai/langchainjs/releases/tag/%40langchain/aws%401.0.2)

##### Patch Changes

-
[#&#8203;9382](https://redirect.github.com/langchain-ai/langchainjs/pull/9382)
[`f464366`](f464366815)
Thanks [@&#8203;deepansh946](https://redirect.github.com/deepansh946)! -
fix handling of multiple tool types in convertToConverseTools fn

###
[`v1.0.1`](https://redirect.github.com/langchain-ai/langchainjs/releases/tag/%40langchain/cohere%401.0.1)

##### Patch Changes

-
[#&#8203;9416](https://redirect.github.com/langchain-ai/langchainjs/pull/9416)
[`0fe9beb`](0fe9bebee6)
Thanks [@&#8203;hntrl](https://redirect.github.com/hntrl)! - fix
'moduleResultion: "node"' compatibility

</details>

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Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-26 00:28:17 +00:00
Averi Kitsch
02615a0c7b ci: Update blunderbuss.yml (#2040)
## Description

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

## PR Checklist

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

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
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- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
2025-11-25 16:11:10 -08:00
dependabot[bot]
3f837870eb chore(deps): bump golang.org/x/crypto from 0.43.0 to 0.45.0 in /docs/en/getting-started/quickstart/go/genAI (#2017)
Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from
0.43.0 to 0.45.0.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="4e0068c009"><code>4e0068c</code></a>
go.mod: update golang.org/x dependencies</li>
<li><a
href="e79546e28b"><code>e79546e</code></a>
ssh: curb GSSAPI DoS risk by limiting number of specified OIDs</li>
<li><a
href="f91f7a7c31"><code>f91f7a7</code></a>
ssh/agent: prevent panic on malformed constraint</li>
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href="2df4153a03"><code>2df4153</code></a>
acme/autocert: let automatic renewal work with short lifetime certs</li>
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href="bcf6a849ef"><code>bcf6a84</code></a>
acme: pass context to request</li>
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ssh: fix error message on unsupported cipher</li>
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ssh: allow to bind to a hostname in remote forwarding</li>
<li><a
href="122a78f140"><code>122a78f</code></a>
go.mod: update golang.org/x dependencies</li>
<li><a
href="c0531f9c34"><code>c0531f9</code></a>
all: eliminate vet diagnostics</li>
<li><a
href="0997000b45"><code>0997000</code></a>
all: fix some comments</li>
<li>Additional commits viewable in <a
href="https://github.com/golang/crypto/compare/v0.43.0...v0.45.0">compare
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</ul>
</details>
<br />


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2025-11-25 23:51:25 +00:00
dependabot[bot]
f721e1dd0f chore(deps): bump golang.org/x/crypto from 0.43.0 to 0.45.0 (#2042)
Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from
0.43.0 to 0.45.0.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="4e0068c009"><code>4e0068c</code></a>
go.mod: update golang.org/x dependencies</li>
<li><a
href="e79546e28b"><code>e79546e</code></a>
ssh: curb GSSAPI DoS risk by limiting number of specified OIDs</li>
<li><a
href="f91f7a7c31"><code>f91f7a7</code></a>
ssh/agent: prevent panic on malformed constraint</li>
<li><a
href="2df4153a03"><code>2df4153</code></a>
acme/autocert: let automatic renewal work with short lifetime certs</li>
<li><a
href="bcf6a849ef"><code>bcf6a84</code></a>
acme: pass context to request</li>
<li><a
href="b4f2b62076"><code>b4f2b62</code></a>
ssh: fix error message on unsupported cipher</li>
<li><a
href="79ec3a51fc"><code>79ec3a5</code></a>
ssh: allow to bind to a hostname in remote forwarding</li>
<li><a
href="122a78f140"><code>122a78f</code></a>
go.mod: update golang.org/x dependencies</li>
<li><a
href="c0531f9c34"><code>c0531f9</code></a>
all: eliminate vet diagnostics</li>
<li><a
href="0997000b45"><code>0997000</code></a>
all: fix some comments</li>
<li>Additional commits viewable in <a
href="https://github.com/golang/crypto/compare/v0.43.0...v0.45.0">compare
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</ul>
</details>
<br />


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2025-11-25 15:11:50 -08:00
Mend Renovate
7285362e24 chore(deps): update module github.com/googlecloudplatform/opentelemetry-operations-go/exporter/trace to v1.30.0 (#1953)
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/trace](https://redirect.github.com/GoogleCloudPlatform/opentelemetry-operations-go)
| `v1.29.0` -> `v1.30.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2fGoogleCloudPlatform%2fopentelemetry-operations-go%2fexporter%2ftrace/v1.30.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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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` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langgraph/1.0.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langgraph/1.0.3/1.0.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### 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))

</details>

---

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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:

| Package | Change | Age | 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))
| `==1.0.8` -> `==1.1.0` |
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2025-11-25 22:15:57 +00:00
Mend Renovate
f6458bd4cb chore(deps): update dependency langchain-google-vertexai to v3.1.0 (#2023)
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))
| `==3.0.3` -> `==3.1.0` |
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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
2025-11-25 21:28:17 +00:00
Averi Kitsch
a126dcd63e ci: add trusted-contribution bot (#2037)
## Description

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

## PR Checklist

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

- [ ] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>
2025-11-25 19:53:27 +00:00
Averi Kitsch
86f374c631 docs: update Antigravity docs (#2025)
## Description

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

## PR Checklist

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

- [ ] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>

---------

Co-authored-by: prernakakkar-google <158031829+prernakakkar-google@users.noreply.github.com>
2025-11-25 19:26:15 +00:00
Kurtis Van Gent
7b44237d4a fix: correct FAQ to mention HTTP tools (#2036)
## Description

Fixes https://github.com/googleapis/genai-toolbox/issues/595
2025-11-25 18:19:09 +00:00
gRedHeadphone
a0f44d34ea feat(tools/spanner-list-graph): tool impl + docs + tests (#1923)
## Description

Spanner List Graphs tool, similar to list tables it can be used to get
all/specific graph details

## PR Checklist

- [x] Make sure you reviewed

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

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

🛠️ Fixes #1916

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-25 16:09:25 +00:00
Anubhav Dhawan
8783383119 docs: Improve Python async example for ToolboxClient usage (#2021)
Refactor Python example to use an async main function for
`ToolboxClient`, which is an async client and needs to be called from an
`async` function. This PR fixes that by putting this function call in an
async `main` function.
2025-11-25 08:48:37 +00:00
Twisha Bansal
628539b04a docs: add info on Automated Code Reviews (#2031)
## Description

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

## PR Checklist

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

- [x] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>
2025-11-25 13:11:59 +05:30
Yuan Teoh
730ac6d228 fix(tools/alloydbcreateuser): remove duplication of project praram (#2028)
## Description

The project parameter was defined within an if-else statement before the
other parameters were defined.
2025-11-25 02:10:12 +00:00
aniketkumarj
8752e05ab6 feat(tools/cloudsqlpg): Add CloudSQL PostgreSQL pre-check tool (#1722)
## Description

Implements the 'postgres-upgrade-precheck' tool to allow users to
validate instance readiness for major version upgrades for CloudSQL
PostgreSQL.

This includes the tool implementation, unit tests for YAML parsing,
integration tests for tool invocation, and documentation. The tool is
also added to the CloudSQL PostgreSQL prebuilt set.

TEST output: 
<img width="3406" height="1646" alt="image"
src="https://github.com/user-attachments/assets/6abaa535-285d-4645-9dd3-7ebcd447d448"
/>
<img width="3532" height="1490" alt="image"
src="https://github.com/user-attachments/assets/4d512af1-51fd-4187-b80f-be13198aba68"
/>



## PR Checklist

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

- [x] Make sure you reviewed

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

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

🛠️ Fixes #1721

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
2025-11-24 17:41:50 +00:00
Anubhav Dhawan
185c72939d docs: Update guides to require Python 3.10+ following Python 3.9 drop (#2020)
## Description

This PR updates the installation guides and documentation to reflect
that Python 3.9 is no longer supported. Users are now instructed to
install Python 3.10+.

## Context
This is a follow-up to
https://github.com/googleapis/mcp-toolbox-sdk-python/pull/422, which
officially removed support for Python 3.9 from the Python SDKs codebase.
This change ensures the documentation aligns with the current package
requirements.
2025-11-24 14:58:03 +05:30
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"
src="https://github.com/user-attachments/assets/d51aba16-a84e-46cb-b17c-4eab1576dd59"
/>
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))
| `==3.0.2` -> `==3.0.3` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-google-vertexai/3.0.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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2025-11-24 06:18:44 +00:00
Mend Renovate
768bf01966 chore(deps): update dependency langchain to v1.0.8 (#2010)
This PR contains the following updates:

| Package | Change | Age | 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))
| `==1.0.3` -> `==1.0.8` |
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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))
| `==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/)
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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)),
([#&#8203;427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)).

</details>

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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>
2025-11-24 05:45:01 +00:00
Wenxin Du
a539c71ffe ci: Add CGO cross compilation support to release pipeline (#1903)
- Support CGO cross compilation for multiple architectures using Zig.
- Download and link MacOSX SDK as needed by the MacOSX cross
compilation. There is no official release for MacOSC SDK so I had to
download from a third party repo.
- Update dockerfile from using `gcr.io/distroless/static:nonroot` to
`gcr.io/distroless/cc-debian12:nonroot` for C libraries that is needed
for dynamic linking.
2025-11-23 23:34:23 -05:00
Yuan Teoh
975d02e243 docs: update docs for antigravity (#2015)
Update docs formatting and bullet point indentation. 
Update option to move binary into executables folder.
2025-11-21 15:57:07 -08:00
Anubhav Dhawan
624d06e7ba docs: Fix binary install commands for windows users (#2012)
This PR updates the documentation to fix installation commands
compatible with the standard Windows Command Prompt (`cmd.exe`). Earlier
it was targeted towards Powershell, which might not be used by many
users using a Windows machine.
2025-11-21 10:01:57 -08:00
Mend Renovate
9f27134918 chore(deps): update dependency langgraph to v1.0.3 (#1817)
This PR contains the following updates:

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

</details>

---

### Configuration

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

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

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

🔕 **Ignore**: Close this PR and you won't be reminded about this update
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This PR was generated by [Mend Renovate](https://mend.io/renovate/).
View the [repository job
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---------

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

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

---

### Release Notes

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

</details>

---

### Configuration

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

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

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

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

---

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

---

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

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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
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>
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

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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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Automerge - At any time (no schedule defined).

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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-21 14:01:00 +05:30
Mend Renovate
ee10723480 chore(deps): update dependency toolbox-llamaindex to v0.5.3 (#1979)
This PR contains the following updates:

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

---

### Release Notes

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

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

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

##### Miscellaneous Chores

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

</details>

---

### Configuration

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

🚦 **Automerge**: Disabled by config. Please merge this manually once you
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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2025-11-21 13:42:33 +05:30
Mend Renovate
eee77ba333 chore(deps): update dependency google-adk to v1.19.0 (#1998)
This PR contains the following updates:

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

---

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

---

### Release Notes

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

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

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

##### Features

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

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

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

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

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

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

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

##### Bug Fixes

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

##### Improvements

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

</details>

---

### Configuration

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

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

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
2025-11-21 12:02:31 +05:30
dishaprakash
6b0ffaa309 chore(ci): Cleanup previous workflows after documentation versioning (#1973)
## Description

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

## PR Checklist

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

- [x] Make sure you reviewed

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

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

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

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

## PR Checklist

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

- [ ] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>

---------

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

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

---

### Release Notes

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

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

</details>

---

### Configuration

📅 **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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---

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

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

## PR Checklist

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

- [ ] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>

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

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

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

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

## PR Checklist

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

- [x] Make sure you reviewed

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

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

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


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


### ⚠ BREAKING CHANGES

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


### Features

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


### Bug Fixes

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

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
v0.21.0
2025-11-19 13:38:09 -08:00
Yuan Teoh
02a11af350 chore: update server.json path (#1985)
In this PR, the following was updated: 
* Updated the server.json file
* Added the requirement to add an annotation to the Docker image
([here](https://github.com/modelcontextprotocol/registry/blob/9ce229d3/docs/guides/publishing/publish-server.md#requirements-3)).

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

Previous merge conflict caused parameter duplications

## PR Checklist

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

- [x] Make sure you reviewed

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

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

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

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

---

### 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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---

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---

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

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

---

### Release Notes

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

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

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

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

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

##### Bug Fixes

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

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

[Compare
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##### Bug Fixes

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

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

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

##### Features

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

##### Chores

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

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

[Compare
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##### Bug Fixes

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

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

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

##### Features

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

##### Bug Fixes

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

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

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

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

##### Features

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

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

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

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

##### Features

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

##### Chores

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

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

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

##### Features

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

##### Chores

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

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

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

##### Features

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

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

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

##### Features

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

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

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

##### Features

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

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

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

##### Bug Fixes

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

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

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

##### ⚠ BREAKING CHANGES

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

##### Features

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

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

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##### Bug Fixes

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

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

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##### Features

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

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

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##### Bug Fixes

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

##### Chores

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

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

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##### Features

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

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

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##### Features

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

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

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##### Chores

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

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

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##### Chores

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

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

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##### Chores

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

###
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##### Features

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

###
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##### Bug Fixes

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

###
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[v2.2.2...v2.3.0](https://redirect.github.com/openai/openai-go/compare/v2.2.2...v2.3.0)

##### Features

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

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

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##### Bug Fixes

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

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

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##### Chores

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

###
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##### Features

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

##### Bug Fixes

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

##### Chores

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

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

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##### Chores

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

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

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##### Features

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

##### Documentation

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

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

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##### Chores

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

###
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##### Bug Fixes

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

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Co-authored-by: dishaprakash <57954147+dishaprakash@users.noreply.github.com>
2025-11-19 15:25:48 +05:30
dependabot[bot]
e047b35e1e chore(deps): bump glob from 10.4.5 to 10.5.0 in /docs/en/getting-started/quickstart/js/langchain (#1983)
Bumps [glob](https://github.com/isaacs/node-glob) from 10.4.5 to 10.5.0.
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Twisha Bansal
dccd14cd74 ci: fix quickstart tests to use deps from package-lock.json (#1988)
## Description

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## PR Checklist

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2025-11-19 09:22:12 +00:00