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Author SHA1 Message Date
Wenxin Du
744214e04c fix(tools/mongodb): remove required tag from the canonical field (#2099) 
The `required` tag raises validation failure error when a boolean field
is defined as `false`:
```
ERROR "unable to parse tool file at "mongodb_tools.yaml": unable to parse tool "insert-one-device" as kind "mongodb-insert-one": [2:12] Key: 'Config.Canonical' Error:Field validation for 'Canonical' failed on the 'required' tag\n   1 | authRequired: []\n>  2 | canonical: false\n                  ^\n   3 | collection: Device\n   4 | database: xiar\n   5 | description: Inserts a single new document into the Device collection. The 'data' parameter must be a string containing the JSON object to insert.\n   6 | "
```
All the `required` tags are removed from the boolean `canonical` field
of the MongoDB tools. Unit tests are added.
 2025-12-04 18:25:16 +00:00
Shobhit Singh
155bff80c1 fix: format BigQuery numeric output as decimal strings (#2084) 
## Description

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

This change updates both `bigquery-sql` and `bigquery-execute-sql` tools
to format `NUMERIC` and `BIGNUMERIC` values as decimal strings (e.g.,
"9.5") instead of rational fractions (e.g., "19/2"). This ensures the
tools' output matches the BigQuery REST API JSON format.

Key changes:
- Added `NormalizeValue` function in
`internal/tools/bigquery/bigquerycommon` to handle `*big.Rat` conversion
with 38-digit precision and trailing zero trimming.
- Updated `bigquery-sql` and `bigquery-execute-sql` to use
`NormalizeValue`.
- Added comprehensive tests in
`internal/tools/bigquery/bigquerycommon/conversion_test.go`.

With these changes the formatting for NUMERIC and BIGNUMERIC is fixed.

**Before:**

```
[
  {
    "id": 3,
    "numeric_value": "1"
  },
  {
    "id": 2,
    "numeric_value": "333333333/1000000000"
  },
  {
    "id": 4,
    "numeric_value": "12341/10"
  },
  {
    "id": 1,
    "numeric_value": "19/2"
  }
]
```

**After:**

```
[
  {
    "id": 3,
    "numeric_value": "1"
  },
  {
    "id": 2,
    "numeric_value": "0.333333333"
  },
  {
    "id": 4,
    "numeric_value": "1234.1"
  },
  {
    "id": 1,
    "numeric_value": "9.5"
  }
]
```

## 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)
- [ ] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1194

---------

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-12-04 10:06:12 -08:00
Wenxin Du
e84252feb4 ci: fix multiple source test failures (#2114) 2025-12-04 09:43:18 -08:00
Twisha Bansal
1e67810740 docs(toolbox-adk): Add quickstart for ADK JS SDK (#1862) 
## Description

## 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)
- [x] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
 2025-12-04 12:17:05 +05:30
Twisha Bansal
bdbc6239cd ci: ignore dep updates for GCA reviews (#1991) 
This PR introduces the configuration file (.gemini/config.yaml) for the
Gemini Code Assist GitHub App. The goal is to enable AI code reviews
while preventing quota exhaustion caused by high-volume automated PRs
(e.g., Renovate/Dependabot).

See
[schema](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github#config.yaml-schema)

## 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
- [x] 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>
 2025-12-03 16:48:13 +05:30
Anubhav Dhawan
05799475b4 docs: update antigravity docs installation instructions and prerequisites (#2088) 
This PR updates the documentation across the repository to reflect the
new installation workflow using `npx` and Node.js, replacing the
previous binary download instructions. It also standardizes the
prerequisites and adds helpful configuration notes for Windows users.

These changes simplify the setup process for users by leveraging `npx`
for executing the tools, ensuring they always use the latest version
without manual binary management. It also addresses feedback from PR
#2079 regarding installation clarity and Windows support.

---------

Co-authored-by: Twisha Bansal <twishabansal07@gmail.com>
 2025-12-02 12:25:31 -08:00
gRedHeadphone
0e7fbf465c feat: add spanner list graphs to prebuiltconfigs (#2056) 
## Description

Adds spanner list graphs to prebuildconfigs

## 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 #2051

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-12-01 22:33:41 +00:00
Dr. Strangelove
565460c4ea fix: set default annotations for tools in code if annotation not provided in yaml (#2049) 
## Description

This sets the default annotation (readOnlyHint, destructiveHint, etc.)
in the looker tool code.

If desired, a custom tool can override the annotation in yaml like

```yaml
tool_name:
    kind: tool-kind
    source: tool-source
    annotations:
        readOnlyHint: false
        destructiveHint: true
    description: |
        Tool Description
```

## 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

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-12-01 14:17:11 -08:00
Niraj Nandre
a03984cc15 fix(tools/alloydb-postgres-list-tables): Exclude google_ml schema from list_tables (#2046) 
## Description

This Pull Request addresses an issue where the `postgres-list-tables`
tool was including the `google_ml` schema in the results when listing
tables from an AlloyDB PostgreSQL instance.

The primary change involves updating the SQL query within 

[https://github.com/googleapis/genai-toolbox/blob/main/internal/tools/postgres/postgreslisttables/postgreslisttables.go](url)
to explicitly exclude the `google_ml` schema, alongside other system
schemas.

The `WHERE` clause in the `listTablesStatement` has been modified from:

```sql
-- Original WHERE clause snippet
AND ns.nspname NOT IN ('pg_catalog', 'information_schema', 'pg_toast')
AND ns.nspname NOT LIKE 'pg_temp_%' AND ns.nspname NOT LIKE 'pg_toast_temp_%'
```

To:
```sql
-- Updated WHERE clause snippet
AND ns.nspname NOT IN ('pg_catalog', 'information_schema', 'pg_toast','google_ml')
AND ns.nspname NOT LIKE 'pg_temp_%' AND ns.nspname NOT LIKE 'pg_toast_temp_%'
```
This ensures that tables residing in the google_ml schema are no longer
returned by the tool, improving the clarity and relevance of the table
listings for users.

## Testing

The changes were validated end-to-end by:

*   Building a custom `toolbox` binary from the modified source.
* Configuring `~/.gemini/settings.json` to use this binary as an
`alloydb-test` MCP server.
* Launching `gemini` CLI and confirming the `alloydb-test` server was `🟢
Ready` via `/mcp`.
*   Invoking the `postgres-list-tables` tool with `list tables`.
* Verifying that `google_ml` schema tables were successfully excluded
from the results.

Testing screenshot : 

<img width="2809" height="1779" alt="Screenshot 2025-11-25 3 47 43 PM"
src="https://github.com/user-attachments/assets/126cf5be-30d7-4ec1-9d31-652b5219c0ce"
/>

## 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
- [ ] 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 #2009

Co-authored-by: prernakakkar-google <158031829+prernakakkar-google@users.noreply.github.com>
 2025-12-01 21:51:06 +00:00
nandinisaini-google
5e43630907 feat(prebuilt/cloud-sql): Add clone instance tool for cloud sql (#1845) 
## Description

---
This pull request adds a new tool, cloud-sql-clone-instance, which
enables cloning a Cloud SQL instance from the toolbox using the Cloud
SQL Admin API. The tool supports both standard cloning and point-in-time
recovery (PITR). It also supports specifying preferred zones for cloned
instances via the preferredZone and preferredSecondaryZone fields.

Key Features:
Instance Cloning: The tool allows you to clone a Cloud SQL instance by
specifying the source and destination instance names.
Point-in-Time Recovery (PITR): By providing a pointInTime timestamp, you
can create a clone of an instance as it existed at a specific moment.
High Availability Configuration: The preferredZone and
preferredSecondaryZone parameters allow you to configure the cloned
instance for high availability.

Tested: 
<img width="1182" height="446" alt="Screenshot 2025-11-11 at 12 21
47 PM"
src="https://github.com/user-attachments/assets/7f39a5a3-3967-43d0-8041-f1d47b4fbcd9"
/>


## 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)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1915

Co-authored-by: prernakakkar-google <158031829+prernakakkar-google@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-12-01 21:31:58 +00:00
Averi Kitsch
19c1b2fa3b ci: temp ignore healthcare tests (#2080) 
## 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>
 2025-12-01 13:11:29 -08:00
ishatilwani1301
7a9cc63376 feat(tool/mssql): Set default host and port for MSSQL source (#1943) 
## Description

This pull request resolves issue
[#36](https://github.com/gemini-cli-extensions/sql-server/issues/36) by
introducing default connection parameters for the MSSQL prebuilt tool.
If a user does not specify a host or port, the tool will now default to
localhost:1433

**Changes Implemented**
The modification is in internal/prebuiltconfigs/tools/mssql.yaml, where
the host and port fields now include default values:
host: ${MSSQL_HOST:localhost}
port: ${MSSQL_PORT:1433}
This configuration allows the tool to function using the defaults, but
users can still set the MSSQL_HOST or MSSQL_PORT environment variables
to override them.

**Validation Process**
Validated changes by running the toolbox against a Microsoft SQL Server
instance hosted in a Docker container.

- **Database Setup:** A testdb database containing a products table was
initialized.
- **CLI Configuration:** The ~/.gemini/settings.json file was updated to
point to my local toolbox build.
- **Tool Launch:** The UI was started using go run . --prebuilt mssql
--ui
- **Testing:** Confirmed the connection logic by testing two scenarios.
One with the environment variables set and one without (to confirm the
default logic).

**1.** Default Value Connection: For this test, the MSSQL_HOST and
MSSQL_PORT environment variables were not defined. The application
correctly utilized the new default values (localhost:1433) to connect to
the testdb.
<img width="2175" height="1144" alt="Screenshot 2025-11-12 6 33 05 PM"
src="https://github.com/user-attachments/assets/bacfc9bf-8b35-42e1-ad53-4af3aef27125"
/>

**2.** Explicit Variable Connection: For the second test, MSSQL_HOST and
MSSQL_PORT were set to specific values. The application correctly
prioritized these variables over the new defaults and connected
successfully.
<img width="2175" height="1144" alt="Screenshot 2025-11-12 6 37 02 PM"
src="https://github.com/user-attachments/assets/61254849-211d-41f4-8c7d-ff92cf64a51c"
/>

Result: Both connection methods were verified by executing the
list_tables prebuilt tool via the UI. In each scenario, the tool
successfully retrieved the UserDetails table, confirming the changes.
<img width="2250" height="1144" alt="Screenshot 2025-11-12 6 38 12 PM"
src="https://github.com/user-attachments/assets/87085777-897e-4a74-9e3f-f36cc8a33305"
/>

## 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
[#36](https://github.com/gemini-cli-extensions/sql-server/issues/36)
 2025-12-01 09:26:33 +00:00
Yuan Teoh
f59a06bd10 chore: add new argument to invoke() and RequiresClientAuthorization() (#2000) 
## Description

Tool `invoke()` and `RequiresClientAuthorization()` takes a new input
argument -- Resource Manager. Resource manager will be used to retrieve
Source in the next step.

In order to achieve the goal, this PR implements the follows:
* move resource manager from the server package to a new package to
prevent import cycles (between server and mcp)
* added a new interface in `tools.go` to prevent import cycle (between
resources and tools package)
* add new input argument in all tools

## 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
 2025-11-29 02:46:15 -08:00
Yuan Teoh
fb7aae9d35 fix: add import for firebirdsql (#2045) 
## Description

Add the import statement for firebirdsql. Our integration test runs on
linux and did not catch this error.
Seems like windows will look for the import statement -- `unable to
create pool: unable to create connection pool: sql: unknown driver
\"firebirdsql\" (forgotten import?)"`

## 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 #2014
 2025-11-27 17:58:27 +00:00
Yuan Teoh
d8ce3c7224 chore: update toolset and promptset initialize failure log (#2039) 
## Description

Update error log to more details when initialization fails.
* When a toolset name is not valid, show the toolset name (similar with
promptset).
* When tool does not exist, show the tool name that is missing (similar
with prompt).

## 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 #1579
 2025-11-27 17:41:16 +00:00
Yuan Teoh
862868f284 feat: add allowed-origins flag (#1984) 
Support `allowed-origins` flag to allow secure deployment of Toolbox.
Current Toolbox is **insecure by default**, which allows all origin
(`*`). This PR also updated docs to notify user of the new
`allowed-origins` flag in the Cloud Run, kubernetes, and docker
deployment docs.

This PR was tested manually by mocking a browser access:
1. Created a HTML file with Javascript fetch named
`malicious-client.html`:
```
<!DOCTYPE html>
<html>
<head>
    <title>Malicious CORS Test</title>
</head>
<body>
    <h1>Attempting to access API at http://127.0.0.1:5000/mcp</h1>
    <p>Check the **Chrome Developer Console** (F12 -> Console tab) for the result.</p>

    <script>
        fetch('http://127.0.0.1:5000/mcp', {
            method: 'POST',
            headers: {
                'Content-Type': 'application/json',
                // The browser automatically adds the 'Origin' header based on where this HTML is served from (http://localhost:8000)
            },
            body: JSON.stringify({
                "jsonrpc": "2.0",
                "id": 1,
                "method": "tools/list"
            })
        })
        .then(response => {
            console.log('Success (but check console for CORS enforcement details):', response);
            return response.json();
        })
        .then(data => console.log('Data received (only if CORS passes):', data))
        .catch(error => console.error('Fetch Error:', error));
    </script>

</body>
</html>
```
2. Run `python3 -m http.server 8000`
3. Open `http://localhost:8000/malicious-client.html` in browser.
4. Tried without `--allowed-origins` flag -- success.
     Tried with `--allowed-origins=http://localhost:8000` -- success.
     Tried with `--allowed-origins=http://foo.com` -- unsuccessful.

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-11-27 17:03:53 +00:00
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>

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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)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@langchain%2fgoogle-genai/2.0.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
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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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  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 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>
<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
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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
view</a></li>
</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
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 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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---

### Configuration

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Automerge - At any time (no schedule defined).

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 2025-11-25 14:51:59 -08:00
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))

</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` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-google-vertexai/3.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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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
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- [ ] 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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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
 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` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain/1.0.8?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
 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>

---

### 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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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/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langgraph/1.0.1/1.0.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

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

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

Changes since 1.0.2

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

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

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

Changes since 0.6.11

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

</details>

---

### Configuration

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

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

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
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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: 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
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---

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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
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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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).

🚦 **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
log](https://developer.mend.io/github/googleapis/genai-toolbox).

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

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

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

---

### Release Notes

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

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

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

##### Miscellaneous Chores

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

</details>

---

### Configuration

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

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

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

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

---

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

---

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

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-11-21 14:01:00 +05:30