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4 Commits

Author SHA1 Message Date
Yuan Teoh
43304e9999 docs: update cloudsqlrestorebackup docs with new config format 2026-01-28 13:03:33 -08:00
dishaprakash
341316bb63 chore: Update Version String (#2380)
## Description

This PR modifies the User Agent (version string) generation to better
accommodate the recent support for combining prebuilt and custom tools.

The design for this update is as so:
Single Prebuilt: <version+metadata>+prebuilt.bigquery
Multiple prebuilt: <version+metadata>+prebuilt.bigquery+prebuilt.alloydb
Prebuilt + Custom:  <version+metadata>+custom.bigquery
Multiple prebuilt + custom:
<version+metadata>+custom.bigquery+custom.alloydb

Versioning Logic:
- Single Prebuilt: Appends +prebuilt.<name>
  Example: ```<version>+prebuilt.bigquery```

- Multiple Prebuilt: Appends a tag for each prebuilt config.
  Example: ```<version>+prebuilt.bigquery+prebuilt.alloydb```

- Prebuilt + Custom: If custom tools are detected, the tag for all
prebuilt tools switches to custom.
  Example: ```<version>+custom.bigquery```

- Multiple Prebuilt + Custom: All prebuilt tools receive the custom tag.
  Example: ```<version>+custom.bigquery+custom.alloydb```

## 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>
2026-01-28 18:00:39 +00:00
Averi Kitsch
44da09300c docs: remove non-prod header (#2376)
## Description

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

## PR Checklist

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

- [ ] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-28 09:37:32 -08:00
Anubhav Dhawan
362ed8df41 docs: migrate to toolbox-adk and simplified ToolboxToolset (#2211)
Updates all quickstart guides and samples to use the new `toolbox-adk`
package instead of the legacy `toolbox-core`. Also updates
`ToolboxToolset` usage to rely on the simplified constructor (implicit
authentication) and ensures correct dependency installation.

> [!NOTE]
> The integration tests are failing because the `google-adk` package is
not released yet with the newer changes from `toolbox-adk`. This is
expected behavior until the [package update](cl/853799009) is released.
2026-01-28 11:26:13 +05:30
29 changed files with 138 additions and 138 deletions

View File

@@ -1,22 +1,5 @@
# Changelog
## [1.0.0](https://github.com/googleapis/genai-toolbox/compare/v0.26.0...v1.0.0) (2026-01-28)
### ⚠ BREAKING CHANGES
* update configuration file v2 ([#2369](https://github.com/googleapis/genai-toolbox/issues/2369))
### Features
* Update configuration file v2 ([#2369](https://github.com/googleapis/genai-toolbox/issues/2369)) ([293c1d6](https://github.com/googleapis/genai-toolbox/commit/293c1d6889c39807855ba5e01d4c13ba2a4c50ce))
### Bug Fixes
* **dataplex:** Capture GCP HTTP errors in MCP Toolbox ([#2347](https://github.com/googleapis/genai-toolbox/issues/2347)) ([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15))
* Surface Dataplex API errors in MCP results ([1d7c498](https://github.com/googleapis/genai-toolbox/commit/1d7c4981164c34b4d7bc8edecfd449f57ad11e15))
## [0.26.0](https://github.com/googleapis/genai-toolbox/compare/v0.25.0...v0.26.0) (2026-01-22)

View File

@@ -107,7 +107,7 @@ redeploying your application.
## Getting Started
### (Non-production) Running Toolbox
### Quickstart: Running Toolbox using NPX
You can run Toolbox directly with a [configuration file](#configuration):
@@ -142,7 +142,7 @@ To install Toolbox as a binary:
>
> ```sh
> # see releases page for other versions
> export VERSION=1.0.0
> export VERSION=0.26.0
> curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/linux/amd64/toolbox
> chmod +x toolbox
> ```
@@ -155,7 +155,7 @@ To install Toolbox as a binary:
>
> ```sh
> # see releases page for other versions
> export VERSION=1.0.0
> export VERSION=0.26.0
> curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/arm64/toolbox
> chmod +x toolbox
> ```
@@ -168,7 +168,7 @@ To install Toolbox as a binary:
>
> ```sh
> # see releases page for other versions
> export VERSION=1.0.0
> export VERSION=0.26.0
> curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/amd64/toolbox
> chmod +x toolbox
> ```
@@ -181,7 +181,7 @@ To install Toolbox as a binary:
>
> ```cmd
> :: see releases page for other versions
> set VERSION=1.0.0
> set VERSION=0.26.0
> curl -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v%VERSION%/windows/amd64/toolbox.exe"
> ```
>
@@ -193,7 +193,7 @@ To install Toolbox as a binary:
>
> ```powershell
> # see releases page for other versions
> $VERSION = "1.0.0"
> $VERSION = "0.26.0"
> curl.exe -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v$VERSION/windows/amd64/toolbox.exe"
> ```
>
@@ -206,7 +206,7 @@ You can also install Toolbox as a container:
```sh
# see releases page for other versions
export VERSION=1.0.0
export VERSION=0.26.0
docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
```
@@ -230,7 +230,7 @@ To install from source, ensure you have the latest version of
[Go installed](https://go.dev/doc/install), and then run the following command:
```sh
go install github.com/googleapis/genai-toolbox@v1.0.0
go install github.com/googleapis/genai-toolbox@v0.26.0
```
<!-- {x-release-please-end} -->

View File

@@ -997,9 +997,6 @@ func run(cmd *Command) error {
return err
}
// Update version string
cmd.cfg.Version += "+prebuilt." + configName
// Parse into ToolsFile struct
parsed, err := parseToolsFile(ctx, buf)
if err != nil {
@@ -1066,6 +1063,18 @@ func run(cmd *Command) error {
allToolsFiles = append(allToolsFiles, customTools)
}
// Modify version string based on loaded configurations
if len(cmd.prebuiltConfigs) > 0 {
tag := "prebuilt"
if isCustomConfigured {
tag = "custom"
}
// cmd.prebuiltConfigs is already sorted above
for _, configName := range cmd.prebuiltConfigs {
cmd.cfg.Version += fmt.Sprintf("+%s.%s", tag, configName)
}
}
// Merge Everything
// This will error if custom tools collide with prebuilt tools
finalToolsFile, err := mergeToolsFiles(allToolsFiles...)

View File

@@ -1 +1 @@
1.0.0
0.26.0

View File

@@ -234,7 +234,7 @@
},
"outputs": [],
"source": [
"version = \"1.0.0\" # x-release-please-version\n",
"version = \"0.26.0\" # x-release-please-version\n",
"! curl -O https://storage.googleapis.com/genai-toolbox/v{version}/linux/amd64/toolbox\n",
"\n",
"# Make the binary executable\n",
@@ -520,8 +520,7 @@
},
"outputs": [],
"source": [
"! pip install toolbox-core --quiet\n",
"! pip install google-adk --quiet"
"! pip install google-adk[toolbox] --quiet"
]
},
{
@@ -536,14 +535,18 @@
"from google.adk.runners import Runner\n",
"from google.adk.sessions import InMemorySessionService\n",
"from google.adk.artifacts.in_memory_artifact_service import InMemoryArtifactService\n",
"from google.adk.tools.toolbox_toolset import ToolboxToolset\n",
"from google.genai import types\n",
"from toolbox_core import ToolboxSyncClient\n",
"\n",
"import os\n",
"# TODO(developer): replace this with your Google API key\n",
"os.environ['GOOGLE_API_KEY'] = \"<GOOGLE_API_KEY>\"\n",
"\n",
"toolbox_client = ToolboxSyncClient(\"http://127.0.0.1:5000\")\n",
"# Configure toolset\n",
"toolset = ToolboxToolset(\n",
" server_url=\"http://127.0.0.1:5000\",\n",
" toolset_name=\"my-toolset\"\n",
")\n",
"\n",
"prompt = \"\"\"\n",
" You're a helpful hotel assistant. You handle hotel searching, booking and\n",
@@ -560,7 +563,7 @@
" name='hotel_agent',\n",
" description='A helpful AI assistant.',\n",
" instruction=prompt,\n",
" tools=toolbox_client.load_toolset(\"my-toolset\"),\n",
" tools=[toolset],\n",
")\n",
"\n",
"session_service = InMemorySessionService()\n",

View File

@@ -77,7 +77,7 @@ redeploying your application.
## Getting Started
### (Non-production) Running Toolbox
### Quickstart: Running Toolbox using NPX
You can run Toolbox directly with a [configuration file](../configure.md):
@@ -109,7 +109,7 @@ To install Toolbox as a binary on Linux (AMD64):
```sh
# see releases page for other versions
export VERSION=1.0.0
export VERSION=0.26.0
curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/linux/amd64/toolbox
chmod +x toolbox
```
@@ -120,7 +120,7 @@ To install Toolbox as a binary on macOS (Apple Silicon):
```sh
# see releases page for other versions
export VERSION=1.0.0
export VERSION=0.26.0
curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/arm64/toolbox
chmod +x toolbox
```
@@ -131,7 +131,7 @@ To install Toolbox as a binary on macOS (Intel):
```sh
# see releases page for other versions
export VERSION=1.0.0
export VERSION=0.26.0
curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/amd64/toolbox
chmod +x toolbox
```
@@ -142,7 +142,7 @@ To install Toolbox as a binary on Windows (Command Prompt):
```cmd
:: see releases page for other versions
set VERSION=1.0.0
set VERSION=0.26.0
curl -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v%VERSION%/windows/amd64/toolbox.exe"
```
@@ -152,7 +152,7 @@ To install Toolbox as a binary on Windows (PowerShell):
```powershell
# see releases page for other versions
$VERSION = "1.0.0"
$VERSION = "0.26.0"
curl.exe -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v$VERSION/windows/amd64/toolbox.exe"
```
@@ -164,7 +164,7 @@ You can also install Toolbox as a container:
```sh
# see releases page for other versions
export VERSION=1.0.0
export VERSION=0.26.0
docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
```
@@ -183,7 +183,7 @@ To install from source, ensure you have the latest version of
[Go installed](https://go.dev/doc/install), and then run the following command:
```sh
go install github.com/googleapis/genai-toolbox@v1.0.0
go install github.com/googleapis/genai-toolbox@v0.26.0
```
{{% /tab %}}

View File

@@ -52,7 +52,7 @@ runtime](https://research.google.com/colaboratory/local-runtimes.html).
{{< tabpane persist=header >}}
{{< tab header="ADK" lang="bash" >}}
pip install toolbox-core
pip install google-adk[toolbox]
{{< /tab >}}
{{< tab header="Langchain" lang="bash" >}}
@@ -73,7 +73,7 @@ pip install toolbox-core
{{< tabpane persist=header >}}
{{< tab header="ADK" lang="bash" >}}
pip install google-adk
# No other dependencies required for ADK
{{< /tab >}}
{{< tab header="Langchain" lang="bash" >}}

View File

@@ -105,7 +105,7 @@ In this section, we will download Toolbox, configure our tools in a
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -1,15 +1,17 @@
from google.adk import Agent
from google.adk.apps import App
from toolbox_core import ToolboxSyncClient
from google.adk.tools.toolbox_toolset import ToolboxToolset
# TODO(developer): update the TOOLBOX_URL to your toolbox endpoint
client = ToolboxSyncClient("http://127.0.0.1:5000")
toolset = ToolboxToolset(
server_url="http://127.0.0.1:5000",
)
root_agent = Agent(
name='root_agent',
model='gemini-2.5-flash',
instruction="You are a helpful AI assistant designed to provide accurate and useful information.",
tools=client.load_toolset(),
tools=[toolset],
)
app = App(root_agent=root_agent, name="my_agent")

View File

@@ -1,3 +1,2 @@
google-adk==1.21.0
toolbox-core==0.5.4
google-adk[toolbox]==1.23.0
pytest==9.0.2

View File

@@ -13,7 +13,7 @@ In this section, we will download Toolbox, configure our tools in a
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -100,19 +100,19 @@ After you install Looker in the MCP Store, resources and tools from the server a
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/linux/amd64/toolbox
{{< /tab >}}
{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/arm64/toolbox
{{< /tab >}}
{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/amd64/toolbox
{{< /tab >}}
{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->

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@@ -45,19 +45,19 @@ instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/linux/amd64/toolbox
{{< /tab >}}
{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/arm64/toolbox
{{< /tab >}}
{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/amd64/toolbox
{{< /tab >}}
{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->

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@@ -43,19 +43,19 @@ expose your developer assistant tools to a MySQL instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/linux/amd64/toolbox
{{< /tab >}}
{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/arm64/toolbox
{{< /tab >}}
{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/amd64/toolbox
{{< /tab >}}
{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->

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@@ -44,19 +44,19 @@ expose your developer assistant tools to a Neo4j instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/linux/amd64/toolbox
{{< /tab >}}
{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/arm64/toolbox
{{< /tab >}}
{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/amd64/toolbox
{{< /tab >}}
{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->

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@@ -56,19 +56,19 @@ Omni](https://cloud.google.com/alloydb/omni/current/docs/overview).
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/linux/amd64/toolbox
{{< /tab >}}
{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/arm64/toolbox
{{< /tab >}}
{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/amd64/toolbox
{{< /tab >}}
{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->

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@@ -43,19 +43,19 @@ to expose your developer assistant tools to a SQLite instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/linux/amd64/toolbox
{{< /tab >}}
{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/arm64/toolbox
{{< /tab >}}
{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/darwin/amd64/toolbox
{{< /tab >}}
{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->

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@@ -46,10 +46,10 @@ with the necessary configuration for deployment to Vertex AI Agent Engine.
process will generate deployment configuration files (like a `Makefile` and
`Dockerfile`) in your project directory.
4. Add `toolbox-core` as a dependency to the new project:
4. Add `google-adk[toolbox]` as a dependency to the new project:
```bash
uv add toolbox-core
uv add google-adk[toolbox]
```
## Step 3: Configure Google Cloud Authentication
@@ -95,22 +95,23 @@ authentication token.
```python
from google.adk import Agent
from google.adk.apps import App
from toolbox_core import ToolboxSyncClient, auth_methods
from google.adk.tools.toolbox_toolset import ToolboxToolset
from toolbox_adk import CredentialStrategy
# TODO(developer): Replace with your Toolbox Cloud Run Service URL
TOOLBOX_URL = "https://your-toolbox-service-xyz.a.run.app"
# Initialize the client with the Cloud Run URL and Auth headers
client = ToolboxSyncClient(
TOOLBOX_URL,
client_headers={"Authorization": auth_methods.get_google_id_token(TOOLBOX_URL)}
# Initialize the toolset with Workload Identity (generates ID token for the URL)
toolset = ToolboxToolset(
server_url=TOOLBOX_URL,
credentials=CredentialStrategy.workload_identity(target_audience=TOOLBOX_URL)
)
root_agent = Agent(
name='root_agent',
model='gemini-2.5-flash',
instruction="You are a helpful AI assistant designed to provide accurate and useful information.",
tools=client.load_toolset(),
tools=[toolset],
)
app = App(root_agent=root_agent, name="my_agent")

View File

@@ -8,7 +8,7 @@ description: "Restores a backup of a Cloud SQL instance."
The `cloud-sql-restore-backup` tool restores a backup on a Cloud SQL instance using the Cloud SQL Admin API.
{{< notice info dd>}}
This tool uses a `source` of kind `cloud-sql-admin`.
This tool uses a `source` of type `cloud-sql-admin`.
{{< /notice >}}
## Examples
@@ -16,11 +16,11 @@ This tool uses a `source` of kind `cloud-sql-admin`.
Basic backup restore
```yaml
tools:
backup-restore-basic:
kind: cloud-sql-restore-backup
source: cloud-sql-admin-source
description: "Restores a backup onto the given Cloud SQL instance."
kind: tools
name: backup-restore-basic
type: cloud-sql-restore-backup
source: cloud-sql-admin-source
description: "Restores a backup onto the given Cloud SQL instance."
```
## Reference
@@ -28,7 +28,7 @@ tools:
### Tool Configuration
| **field** | **type** | **required** | **description** |
| -------------- | :------: | :----------: | ------------------------------------------------ |
| kind | string | true | Must be "cloud-sql-restore-backup". |
| type | string | true | Must be "cloud-sql-restore-backup". |
| source | string | true | The name of the `cloud-sql-admin` source to use. |
| description | string | false | A description of the tool. |

View File

@@ -771,7 +771,7 @@
},
"outputs": [],
"source": [
"version = \"1.0.0\" # x-release-please-version\n",
"version = \"0.26.0\" # x-release-please-version\n",
"! curl -L -o /content/toolbox https://storage.googleapis.com/genai-toolbox/v{version}/linux/amd64/toolbox\n",
"\n",
"# Make the binary executable\n",

View File

@@ -123,7 +123,7 @@ In this section, we will download and install the Toolbox binary.
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
export VERSION="1.0.0"
export VERSION="0.26.0"
curl -O https://storage.googleapis.com/genai-toolbox/v$VERSION/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -220,7 +220,7 @@
},
"outputs": [],
"source": [
"version = \"1.0.0\" # x-release-please-version\n",
"version = \"0.26.0\" # x-release-please-version\n",
"! curl -O https://storage.googleapis.com/genai-toolbox/v{version}/linux/amd64/toolbox\n",
"\n",
"# Make the binary executable\n",

View File

@@ -179,7 +179,7 @@ to use BigQuery, and then run the Toolbox server.
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->
@@ -335,7 +335,7 @@ pip install toolbox-llamaindex
{{< /tab >}}
{{< tab header="ADK" lang="bash" >}}
pip install google-adk
pip install google-adk[toolbox]
{{< /tab >}}
{{< /tabpane >}}
@@ -375,7 +375,7 @@ pip install llama-index-llms-google-genai
{{< /tab >}}
{{< tab header="ADK" lang="bash" >}}
pip install toolbox-core
# No other dependencies required for ADK
{{< /tab >}}
{{< /tabpane >}}
@@ -617,8 +617,8 @@ from google.adk.agents import Agent
from google.adk.runners import Runner
from google.adk.sessions import InMemorySessionService
from google.adk.artifacts.in_memory_artifact_service import InMemoryArtifactService
from google.adk.tools.toolbox_toolset import ToolboxToolset
from google.genai import types # For constructing message content
from toolbox_core import ToolboxSyncClient
import os
os.environ['GOOGLE_GENAI_USE_VERTEXAI'] = 'True'
@@ -633,48 +633,47 @@ os.environ['GOOGLE_CLOUD_LOCATION'] = 'us-central1'
# --- Load Tools from Toolbox ---
# TODO(developer): Ensure the Toolbox server is running at <http://127.0.0.1:5000>
# TODO(developer): Ensure the Toolbox server is running at http://127.0.0.1:5000
toolset = ToolboxToolset(server_url="http://127.0.0.1:5000")
with ToolboxSyncClient("<http://127.0.0.1:5000>") as toolbox_client:
# TODO(developer): Replace "my-toolset" with the actual ID of your toolset as configured in your MCP Toolbox server.
agent_toolset = toolbox_client.load_toolset("my-toolset")
# --- Define the Agent's Prompt ---
prompt = """
You're a helpful hotel assistant. You handle hotel searching, booking and
cancellations. When the user searches for a hotel, mention it's name, id,
location and price tier. Always mention hotel ids while performing any
searches. This is very important for any operations. For any bookings or
cancellations, please provide the appropriate confirmation. Be sure to
update checkin or checkout dates if mentioned by the user.
Don't ask for confirmations from the user.
"""
# --- Define the Agent's Prompt ---
prompt = """
You're a helpful hotel assistant. You handle hotel searching, booking and
cancellations. When the user searches for a hotel, mention it's name, id,
location and price tier. Always mention hotel ids while performing any
searches. This is very important for any operations. For any bookings or
cancellations, please provide the appropriate confirmation. Be sure to
update checkin or checkout dates if mentioned by the user.
Don't ask for confirmations from the user.
"""
# --- Configure the Agent ---
# --- Configure the Agent ---
root_agent = Agent(
model='gemini-2.0-flash-001',
name='hotel_agent',
description='A helpful AI assistant that can search and book hotels.',
instruction=prompt,
tools=[toolset], # Pass the loaded toolset
)
root_agent = Agent(
model='gemini-2.0-flash-001',
name='hotel_agent',
description='A helpful AI assistant that can search and book hotels.',
instruction=prompt,
tools=agent_toolset, # Pass the loaded toolset
)
# --- Initialize Services for Running the Agent ---
session_service = InMemorySessionService()
artifacts_service = InMemoryArtifactService()
# --- Initialize Services for Running the Agent ---
session_service = InMemorySessionService()
artifacts_service = InMemoryArtifactService()
runner = Runner(
app_name='hotel_agent',
agent=root_agent,
artifact_service=artifacts_service,
session_service=session_service,
)
async def main():
# Create a new session for the interaction.
session = session_service.create_session(
session = await session_service.create_session(
state={}, app_name='hotel_agent', user_id='123'
)
runner = Runner(
app_name='hotel_agent',
agent=root_agent,
artifact_service=artifacts_service,
session_service=session_service,
)
# --- Define Queries and Run the Agent ---
queries = [
"Find hotels in Basel with Basel in it's name.",
@@ -697,6 +696,10 @@ with ToolboxSyncClient("<http://127.0.0.1:5000>") as toolbox_client:
for text in responses:
print(text)
import asyncio
if __name__ == "__main__":
asyncio.run(main())
{{< /tab >}}
{{< /tabpane >}}

View File

@@ -98,7 +98,7 @@ In this section, we will download Toolbox, configure our tools in a
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -34,7 +34,7 @@ In this section, we will download Toolbox and run the Toolbox server.
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -48,7 +48,7 @@ In this section, we will download Toolbox and run the Toolbox server.
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -34,7 +34,7 @@ In this section, we will download Toolbox and run the Toolbox server.
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v1.0.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.26.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

View File

@@ -1,6 +1,6 @@
{
"name": "mcp-toolbox-for-databases",
"version": "1.0.0",
"version": "0.26.0",
"description": "MCP Toolbox for Databases is an open-source MCP server for more than 30 different datasources.",
"contextFileName": "MCP-TOOLBOX-EXTENSION.md"
}

View File

@@ -14,11 +14,11 @@
"url": "https://github.com/googleapis/genai-toolbox",
"source": "github"
},
"version": "1.0.0",
"version": "0.26.0",
"packages": [
{
"registryType": "oci",
"identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:1.0.0",
"identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:0.26.0",
"transport": {
"type": "streamable-http",
"url": "http://{host}:{port}/mcp"