## Description
Removed redundant partitions.
## PR Checklist
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🛠️ Fixes #<issue_number_goes_here>
---------
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
## Description
---
allowed datasets default project id is from client, which may not be
available if useClientOAuth=True, changed to use r.Project instead.
## PR Checklist
---
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are a
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🛠️ Fixes #<issue_number_goes_here>
This introduces a breaking change. The bigquery-get-table-info tool will
now enforce the allowed datasets setting from its BigQuery source
configuration. Previously, this setting had no effect on the tool.
Part of https://github.com/googleapis/genai-toolbox/issues/873
---------
Co-authored-by: Nikunj Badjatya <nikunj.badjatya@harness.io>
## Description
---
This PR updates the BigQuery source documentation to explain how to
configure pre-built tools with environment variables.
## PR Checklist
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🛠️ Fixes #<issue_number_goes_here>
Summary
Adds an optional write_mode configuration to the BigQuery source,
enhancing security by controlling the types of SQL statements that can
be executed to prevent unauthorized data modification.
Key Changes
Added writeMode Configuration: A new write_mode field is added to the
BigQuery source, supporting three modes:
allowed (Default): Permits all SQL statements.
blocked: Allows only SELECT queries.
protected: Enables session-based execution, restricting write operations
(like CREATE TABLE) to the session's temporary dataset, thus protecting
permanent datasets. Note: at the moment, this won't work with
useClientOAuth, will fix this in the future.
These restrictions primarily apply to the bigquery-execute-sql tool and
the session may be used in other tools.
## Description
---
This PR moves the deployement of the PR Previews to the newly created
versioned-gh-pages branch which hosts the versioned doc site.
## PR Checklist
---
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🛠️ Fixes #<issue_number_goes_here>
## Description
---
This change fixes the `Unknown column 'T.TABLE_SCHEMA'` error in the
`mysql-list-tables` tool by refactoring a correlated subquery in the SQL
query to list tables.
## PR Checklist
---
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are a
> few things you can do to make sure it goes smoothly:
- [x] Make sure you reviewed
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- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change
🛠️Fixes#1624
Co-authored-by: Averi Kitsch <akitsch@google.com>
## Description
---
This PR adds related configs and workflows required for document
versioning.
## PR Checklist
---
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🛠️ Fixes #<issue_number_goes_here>
## Description
---
The timeout on the server was one minute, but the tests were sometimes
running longer. Made timeout 5 minutes.
> 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
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🛠️Fixes#1635
## Description
---
Updating the Gemini model from 1.5-flash to 2.0-flash in the Go
Quickstart tests for LangChain and Genkit samples.
This PR fixes the failing tests in
https://github.com/googleapis/genai-toolbox/pull/1572
## PR Checklist
---
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are a
> few things you can do to make sure it goes smoothly:
- [x] Make sure you reviewed
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🛠️ Fixes #<issue_number_goes_here>
## Description
This introduces a breaking change. The bigquery-list-dataset-ids tool
will now enforce the allowed datasets setting from its BigQuery source
configuration. Previously, this setting had no effect on the tool.
The tool's behavior regarding this parameter is influenced by the
`allowedDatasets` restriction on the `bigquery` source:
- **Without `allowedDatasets` restriction:** The tool can list datasets
from any project specified by the `project` parameter.
- **With `allowedDatasets` restriction:** The tool directly returns the
pre-configured list of dataset IDs from the source, and the `project`
parameter is ignored.
---
> 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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[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
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🛠️ Part of https://github.com/googleapis/genai-toolbox/issues/873
---------
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
## Description
---
Add auditable application name to mssql sources. Query the db with:
```
SELECT session_id, program_name
FROM sys.dm_exec_sessions;
```
## PR Checklist
---
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> few things you can do to make sure it goes smoothly:
- [ ] Make sure you reviewed
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🛠️ Fixes #<issue_number_goes_here>
## Description
---
Audit your applications by using the following sql to track program name
```
SELECT
session_connect_attrs.ATTR_VALUE AS program_name,
processlist.*
FROM
information_schema.processlist
LEFT JOIN
performance_schema.session_connect_attrs
ON
(processlist.ID = session_connect_attrs.PROCESSLIST_ID AND session_connect_attrs.ATTR_NAME = "program_name");
```
## 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
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🛠️ Fixes #<issue_number_goes_here>
## 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
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🛠️ Fixes #<issue_number_goes_here>
## Description
This enables the Conversational Analytics API for Looker. The prebuilt
config is separate since it is not a good
idea to use the Looker prebuilt config with CA. Agents get confused as
to whether they should query the data directly
or use the CA tool.
This pull request adds 3 new tools, looker-health-pulse,
looker-health-vacuum, and looker-health-analyze, as capabilities to the
Looker MCP Toolbox. These tools are designed to provide health checks
and auditing analytical insights for a Looker instance (they come from
the popular [Looker CLI tool
Henry](https://github.com/looker-open-source/henry)).
**looker-health-pulse**
This tool performs various health checks on a Looker instance. It can be
used to:
- Check database connection status.
- Identify dashboards with slow-running or erroring queries.
- List slow explores and failed schedules.
- Find enabled legacy features.
**looker-health-analyze**
This tool performs analytical tasks on Looker projects, models, and
explores. It can be used to:
- Analyze projects to check Git status and validation.
- Analyze models to count explores and identify unused ones.
- Analyze explores to find unused joins and fields. *Unused is defined
as not being queried in the last 90 days.*
**looker-health-vacuum**
This tool finds unnused explores, joins, and fields based on user
defined search conditions (namely, timeframe and min query #):
- Identify unnused explores for specific or all models
- Identify unnused fields or joins for specific explores or all explores
within a model
This update targets Looker administrators, as it provides new
capabilities to monitor the health and efficiency of their Looker
instances and connect those capabilities to MCP Clients.
🛠️Fixes#1415
---------
Co-authored-by: Luka Fontanilla <maluka@google.com>
## Description
This change introduces a new tool for compiling local Dataform projects.
The new tool, `dataform-compile`, allows users to programmatically run
the `dataform compile` command against a project on the local
filesystem. This tool does not require a `source` and instead relies on
the `dataform` CLI being available in the server's `PATH`.
### Changes:
* Added the new tool definition in
`internal/tools/dataformcompile/dataformcompile.go`.
* The tool requires the following parameter:
* `project_dir`: The local Dataform project directory to compile.
* The tool uses `os/exec` to run the `dataform compile --json` command
and parses the resulting JSON output.
* Added a new integration test in
`internal/tools/dataformcompile/dataformcompile_test.go` which:
* Skips the test if the `dataform` CLI is not found in the `PATH`.
* Uses `dataform init` to create a temporary, minimal project for
testing.
* Verifies success, missing parameter errors, and errors from a
non-existent directory.
---
> Should include a concise description of the changes (bug or feature),
it's
> impact, along with a summary of the solution
## PR Checklist
---
> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:
- [x] Make sure you reviewed
[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a
[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#1469
---------
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
## Description
---
Update the prebuilt tools documentation with added tools for MySQL &
Cloud SQL for MySQL
## 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
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- [x] Make sure to open an issue as a
[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
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- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
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🛠️Fixes#1516
## Description
---
This change updates the list tables(`postgres`, `mysql` and `mssql`)
tests with test cases for listing all tables. The test schemas are
cleaned at the beginning of the test run to ensure deterministic output
for the list_tables tool.
## 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)
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🛠️ Fixes #<issue_number_goes_here>
This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
|
[google.golang.org/genproto](https://redirect.github.com/googleapis/go-genproto)
| require | digest | `9219d12` -> `57b25ae` |
---
### Configuration
📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).
🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.
♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.
🔕 **Ignore**: Close this PR and you won't be reminded about this update
again.
---
- [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check
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---
This PR was generated by [Mend Renovate](https://mend.io/renovate/).
View the [repository job
log](https://developer.mend.io/github/googleapis/genai-toolbox).
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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
## Description
---
Update out stream in `stdio` transport protocol.
**Before:** When `stdio=true`, log levels will automatically get set to
WARN (even if user explicitly set it as DEBUG or INFO). This is because
the DEBUG and INFO logger send logs to outStream. In `stdio`, server
MUST NOT write anything to `stdout` that is not a valid MCP message.
MCP specifications mentioned that "The server MAY write UTF-8 strings to
its standard error (stderr) for logging purposes. Client MAY capture,
forward, or ignore this logging."
**After:** When `stdio=true`, logger's DEBUG and INFO logger send logs
to outStream. This will still respect the `log-levels` set by user
(default as INFO).
## Description
---
This change adds helper functions to cleanup the test databases
(PostgreSQL, MySQL, and MSSQL) by dropping any orphan tables from
previous test runs. These functions can be called at the beginning of
each test run.
## 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#1304
---------
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
## Description
---
Removing duplication of `container.`.
## 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
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- [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
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🛠️Fixes#1550
# Overview
The previous installation instructions for the Toolbox binary only
provided a curl command for Linux AMD64 systems. This was confusing for
users on other platforms like macOS and Windows, who had to manually
figure out the correct download URL from the releases page.
This PR overhauls the installation process in both the `README.md` and
the official documentation site. It provides dedicated, copy-pasteable
commands for all major platforms and makes the download commands more
reliable.
# Changes
* Replaced the single, Linux-only installation command with a
multi-level tabbed/collapsible interface in both the `README.md` and the
official documentation.
* Added dedicated installation commands for multiple platforms,
including Windows (AMD64) that now using the native `Invoke-WebRequest`
in PowerShell.
* Updated all `curl` commands to include the `-L` flag.
* This makes the download more robust by automatically following any
HTTP redirects.
# Before
## `README.md`
<img width="1870" height="868" alt="image"
src="https://github.com/user-attachments/assets/28b714b5-1938-42cb-904b-3a4d61f1c56a"
/>
## Docsite
<img width="1728" height="788" alt="image"
src="https://github.com/user-attachments/assets/b63d579d-ce8f-4974-9860-1fee5a8d0dc7"
/>
# After
## `README.md`
<img width="1814" height="1082" alt="image"
src="https://github.com/user-attachments/assets/54985eaf-c721-4f11-86d2-cc027aeea0ad"
/>
## Docsite
<img width="2066" height="1112" alt="image"
src="https://github.com/user-attachments/assets/a07380b7-3b38-4b99-a95e-f942356f2200"
/>
Add `_meta` for `tools/list` method in MCP Toolbox.
If there are authorized invocation, the following will be return in
`_meta`:
```
{
"name":"my-tool-name",
"description":"my tool description",
"inputSchema":{
"type":"object",
"properties":{
"user_id":{"type":"string","description":"user's name from google login"}
},
"required":["user_id"]
},
"_meta":{
"toolbox/authParam":{"user_id":["my_auth"]}
}
}
```
If there are authenticated parameter, the following will be return in
`_meta`:
```
{
"name":"my-tool-name",
"description":"my tool description",
"inputSchema":{
"type":"object",
"properties":{
"sql":{"type":"string","description":"The sql to execute."}
},
"required":["sql"]
},
"_meta":{
"toolbox/authInvoke":["my_auth"]
}
}
```
If there are no authorized invocation or authenticated prameter, the
`_meta` field will be omitted.
With this feature, the following were updated in the source code:
* In each `func(p CommonParameter) McpManifest()`, we will return a
`[]string` for the list of authenticated parameters. This is similar to
how Manifest() return the list of authNames in non-MCP Toolbox's
manifest.
* The `func(ps Parameters) McpManifest()` will return a
`map[string][]string` that with key as param's name, and value as the
param's auth.
* Added a new function `GetMcpManifest()` in `tools.go`. This function
will consctruct the McpManifest, and add the `Metadata` field.
* Associated tests were added or updated.
Inline queries are directed to an undocumented endpoint so that they can
be tracked in Looker System Activity separately. The logic is to try the
undocumented endpoint first, and if there is any error, fall back to the
documented endpoint.
This was done in multiple places. This PR combines that logic into one
helper function, reducing the duplication of code.
This PR contains the following updates:
| Package | Change | Age | Confidence |
|---|---|---|---|
| [google-adk](https://redirect.github.com/google/adk-python)
([changelog](https://redirect.github.com/google/adk-python/blob/main/CHANGELOG.md))
| `==1.14.1` -> `==1.15.0` |
[](https://docs.renovatebot.com/merge-confidence/)
|
[](https://docs.renovatebot.com/merge-confidence/)
|
---
### Release Notes
<details>
<summary>google/adk-python (google-adk)</summary>
###
[`v1.15.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1150-2025-09-24)
[Compare
Source](https://redirect.github.com/google/adk-python/compare/v1.14.1...v1.15.0)
##### Features
- \[Core]
- Adding the ContextFilterPlugin
([a06bf27](a06bf278cb))
- Adds plugin to save artifacts for issue
[#​2176](https://redirect.github.com/google/adk-python/issues/2176)
([657369c](657369cffe))
- Expose log probs of candidates in LlmResponse
([f7bd3c1](f7bd3c111c))
- \[Context Caching]
- Support context caching
([c66245a](c66245a3b8))
- Support explicit context caching auto creation and lifecycle
management.
Usage: `App(root_agent=..., plugins=..., context_cache_config=...)`
- Support non-text content in static instruction
([61213ce](61213ce4d4))
- Support static instructions
([9be9cc2](9be9cc2fee))
- Support static instruction that won't change, put at the beginning of
the instruction.
Static instruction support inline\_data and file\_data as contents.
Dynamic instruction moved to the end of LlmRequest, increasing prefix
caching matching size.
Usage:
`LlmAgent(model=...,static_instruction =types.Content(parts=...), ... )`
- \[Telemetry]
- Add --otel\_to\_cloud experimental support
([1ae0b82](1ae0b82f56),
[b131268](b1312680f4),
[7870480](7870480c63))
- Add GenAI Instrumentation if --otel\_to\_cloud is enabled
([cee365a](cee365a13d))
- Support standard OTel env variables for exporter endpoints
([f157b2e](f157b2ee4c))
- Temporarily disable Cloud Monitoring integration in --otel\_to\_cloud
([3b80337](3b80337faf))
- \[Services]
- Add endpoint to generate memory from session
([2595824](25958242db))
- \[Tools]
- Add Google Maps Grounding Tool to ADK
([6b49391](6b49391546))
- **MCP:** Initialize tool\_name\_prefix in MCPToolse
([86dea5b](86dea5b53a))
- \[Evals]
- Data model for storing App Details and data model for steps
([01923a9](01923a9227))
- Adds Rubric based final response evaluator
([5a485b0](5a485b01cd))
- Populate AppDetails to each Invocation
([d486795](d48679582d))
- \[Samples]
- Make the bigquery sample agent run with ADC out-of-the-box
([10cf377](10cf377494))
##### Bug Fixes
- Close runners after running eval
([86ee6e3](86ee6e3fa3))
- Filter out thought parts when saving agent output to state
([632bf8b](632bf8b0bc))
- Ignore empty function chunk in LiteLlm streaming response
([8a92fd1](8a92fd18b6))
- Introduces a `raw_mcp_tool` method in `McpTool` to provide direct
access to the underlying MCP tool
([6158075](6158075a65))
- Make a copy of the `columns` instead of modifying it in place
([aef1ee9](aef1ee97a5))
- Prevent escaping of Latin characters in LLM response
([c9ea80a](c9ea80af28))
- Retain the consumers and transport registry when recreating the
ClientFactory in remote\_a2a\_agent.py
([6bd33e1](6bd33e1be3))
- Remove unsupported 'type': 'unknown' in test\_common.py for fastapi
0.117.1
([3745221](374522197f))
##### Documentation
- Correct the documentation of `after_agent_callback`
([b9735b2](b9735b2193))
</details>
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