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22 Commits

Author SHA1 Message Date
rahulpinto19
d6f0005a1b rephrased 2026-02-18 19:54:03 +00:00
rahulpinto19
ed5c186254 tests 2026-02-18 19:44:32 +00:00
rahulpinto19
694f52add0 test 2026-02-18 19:36:56 +00:00
rahulpinto19
daafab27c9 test 2026-02-18 19:34:00 +00:00
rahulpinto19
cc29c3216b tewst 2026-02-18 19:26:09 +00:00
rahulpinto19
78147129f0 test 2026-02-18 19:22:06 +00:00
rahulpinto19
d66bfc3eea test 2026-02-18 19:20:25 +00:00
rahulpinto19
31eaf55750 test 2026-02-18 19:13:06 +00:00
rahulpinto19
c29ace4717 test 2026-02-18 18:58:15 +00:00
rahulpinto19
ae14efa4ec test 2026-02-18 18:54:34 +00:00
rahulpinto19
7a4f4188bf rephrased 2026-02-18 10:23:30 +00:00
rahulpinto19
80d82c89d7 rephrased 2026-02-18 10:09:01 +00:00
rahulpinto19
c61b982f28 add failinig links 2026-02-18 09:57:25 +00:00
rahulpinto19
3fc0de4596 link reort on push 2026-02-18 09:54:25 +00:00
rahulpinto19
c3c1068163 docs: add link check weekly report 2026-02-18 09:42:05 +00:00
manuka rahul
3e7d9b243d docs: link check only on .md files (#2501)
Previously, the link checker ran on all changed files; it has now been
restricted to changed .md files only.

---------

Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2026-02-18 15:06:00 +05:30
Mend Renovate
5a1559e1c8 chore(deps): pin dependencies (#2499)
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
|
[peter-evans/create-or-update-comment](https://redirect.github.com/peter-evans/create-or-update-comment)
| action | pinDigest | → `71345be` |
|
[peter-evans/find-comment](https://redirect.github.com/peter-evans/find-comment)
| action | pinDigest | → `b30e6a3` |

---

### Configuration

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

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

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

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

---

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

---

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

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0My4yMi4wIiwidXBkYXRlZEluVmVyIjoiNDMuMjIuMCIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->
2026-02-18 08:56:22 +00:00
Twisha Bansal
5b107c53f3 docs: make processing docs consistent across languages (#2497)
## 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>
2026-02-18 08:30:17 +00:00
manuka rahul
4d51c2a61e docs: optimize link checker (#2482)
Previous Functionality
The original workflow was designed to execute the link checker across
every file in the repository during each run.

Planned Enhancements
To improve efficiency, the process will be bifurcated into three
distinct components:

- Presubmit Check: The link checker will only target files that have
been modified.
- Improved Reporting: Broken links are now reported via a single,
automated comment in the PR conversation (which updates automatically on
subsequent pushes).

<img width="1478" height="1300" alt="Screenshot 2026-02-17 3 47 52 PM"
src="https://github.com/user-attachments/assets/9f52c4d3-43a5-4b3a-96f5-09ba0e49b402"
/>



- Cleaner Logs: Suppressed non-critical redirect warnings and PR comment
now focuses strictly on broken URLs to make debugging faster.

---------

Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
2026-02-18 08:06:02 +00:00
Twisha Bansal
3ceec96f8a docs: add pre/post processing docs for ADK Go (#2441)
## 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>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
2026-02-18 13:11:19 +05:30
Twisha Bansal
06e01aecd1 docs: add pre/post processing best practices (#2435)
## 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>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
2026-02-18 07:16:43 +00:00
Google Admin
af146cfb8a refactor: refactor Github Action per b/485167538 (#2491)
This is a http://go/LSC run by http://go/ghss to automatically refactor
your Github Actions per http://b/485167538.

This is a PR to help you upgrade to the latest standards in Github
Actions.

Please merge this PR to accept the changes. NOTE: if you do not accept
this PR, it may be force merged by the GHSS team. See http://b/485167538
for more details.

Co-authored-by: Ben Knutson <benknutson@google.com>
2026-02-18 01:30:23 +00:00
28 changed files with 733 additions and 1187 deletions

View File

@@ -0,0 +1,57 @@
# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
steps:
- name: "${_IMAGE}"
id: "go-pre-post-processing-test"
entrypoint: "bash"
args:
- -c
- |
set -ex
chmod +x .ci/sample_tests/run_tests.sh
.ci/sample_tests/run_tests.sh
env:
- "CLOUD_SQL_INSTANCE=${_CLOUD_SQL_INSTANCE}"
- "GCP_PROJECT=${_GCP_PROJECT}"
- "DATABASE_NAME=${_DATABASE_NAME}"
- "DB_USER=${_DB_USER}"
- "TARGET_ROOT=${_TARGET_ROOT}"
- "TARGET_LANG=${_TARGET_LANG}"
- "TABLE_NAME=${_TABLE_NAME}"
- "SQL_FILE=${_SQL_FILE}"
- "AGENT_FILE_PATTERN=${_AGENT_FILE_PATTERN}"
secretEnv: ["TOOLS_YAML_CONTENT", "GOOGLE_API_KEY", "DB_PASSWORD"]
availableSecrets:
secretManager:
- versionName: projects/${_GCP_PROJECT}/secrets/${_TOOLS_YAML_SECRET}/versions/5
env: "TOOLS_YAML_CONTENT"
- versionName: projects/${_GCP_PROJECT_NUMBER}/secrets/${_API_KEY_SECRET}/versions/latest
env: "GOOGLE_API_KEY"
- versionName: projects/${_GCP_PROJECT}/secrets/${_DB_PASS_SECRET}/versions/latest
env: "DB_PASSWORD"
timeout: 1200s
substitutions:
_TARGET_LANG: "go"
_IMAGE: "golang:1.25.1"
_TARGET_ROOT: "docs/en/samples/pre_post_processing/go"
_TABLE_NAME: "hotels_go_pre_post_processing"
_SQL_FILE: ".ci/sample_tests/setup_hotels.sql"
_AGENT_FILE_PATTERN: "agent.go"
options:
logging: CLOUD_LOGGING_ONLY

View File

@@ -35,7 +35,9 @@ jobs:
ref: ${{ github.event.release.tag_name }}
- name: Get Version from Release Tag
run: echo "VERSION=${{ github.event.release.tag_name }}" >> $GITHUB_ENV
run: echo "VERSION=${GITHUB_EVENT_RELEASE_TAG_NAME}" >> $GITHUB_ENV
env:
GITHUB_EVENT_RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}
- name: Setup Hugo
uses: peaceiris/actions-hugo@75d2e84710de30f6ff7268e08f310b60ef14033f # v3

132
.github/workflows/link_checker.yaml vendored Normal file
View File

@@ -0,0 +1,132 @@
# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
name: Link Checker
on:
pull_request:
permissions:
contents: read
pull-requests: write
issues: write
jobs:
link-check:
runs-on: ubuntu-latest
steps:
- name: Checkout Repository
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
with:
fetch-depth: 0
- name: Identify Changed Files
id: changed-files
shell: bash
run: |
git fetch origin main
CHANGED_FILES=$(git diff --name-only --diff-filter=ACMRT origin/main...HEAD -- '*.md')
if [ -z "$CHANGED_FILES" ]; then
echo "No markdown files changed. Skipping checks."
echo "HAS_CHANGES=false" >> $GITHUB_ENV
else
echo "--- Changed Files to Scan ---"
echo "$CHANGED_FILES"
echo "-----------------------------"
# FIX: Wrap filenames in quotes to handle spaces
FILES_QUOTED=$(echo "$CHANGED_FILES" | sed 's/^/"/;s/$/"/' | tr '\n' ' ')
# Write to env using EOF pattern
echo "CHECK_FILES<<EOF" >> $GITHUB_ENV
echo "$FILES_QUOTED" >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
echo "HAS_CHANGES=true" >> $GITHUB_ENV
fi
- name: Restore lychee cache
if: env.HAS_CHANGES == 'true'
uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5
with:
path: .lycheecache
key: cache-lychee-${{ github.sha }}
restore-keys: cache-lychee-
- name: Link Checker
id: lychee-check
if: env.HAS_CHANGES == 'true'
uses: lycheeverse/lychee-action@a8c4c7cb88f0c7386610c35eb25108e448569cb0 # v2
continue-on-error: true
with:
args: >
--quiet
--no-progress
--cache
--max-cache-age 1d
--exclude '^neo4j\+.*' --exclude '^bolt://.*'
${{ env.CHECK_FILES }}
output: lychee-report.md
format: markdown
fail: true
jobSummary: false
debug: false
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Find comment
uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4
id: find-comment
with:
issue-number: ${{ github.event.pull_request.number }}
comment-author: 'github-actions[bot]'
body-includes: "## Link Resolution Note"
- name: Delete comment on success
if: steps.lychee-check.outcome == 'success' && steps.find-comment.outputs.comment-id != ''
run: |
gh api \
--method DELETE \
-H "Accept: application/vnd.github+json" \
/repos/${{ github.repository }}/issues/comments/${{ steps.find-comment.outputs.comment-id }}
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Prepare Report
if: env.HAS_CHANGES == 'true' && steps.lychee-check.outcome == 'failure'
run: |
echo "## Link Resolution Note" > full-report.md
echo "Local links and directory changes work differently on GitHub than on the docsite.You must ensure fixes pass the **GitHub check** and also work with **\`hugo server\`**." >> full-report.md
echo "See [Link Checking and Fixing with Lychee](https://github.com/googleapis/genai-toolbox/blob/main/DEVELOPER.md#link-checking-and-fixing-with-lychee) for more details." >> full-report.md
echo "" >> full-report.md
sed -E '/(Redirect|Redirects per input)/d' lychee-report.md >> full-report.md
- name: Create PR Comment
if: env.HAS_CHANGES == 'true' && steps.lychee-check.outcome == 'failure'
uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4
with:
comment-id: ${{ steps.find-comment.outputs.comment-id }}
issue-number: ${{ github.event.pull_request.number }}
body-path: full-report.md
edit-mode: replace
- name: Display Failure Report
# Run this ONLY if the link checker failed
if: steps.lychee-check.outcome == 'failure'
run: |
# We can now simply output the prepared file to the job summary
cat full-report.md >> $GITHUB_STEP_SUMMARY
# Fail the job
exit 1

View File

@@ -1,4 +1,4 @@
# Copyright 2025 Google LLC
# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
@@ -11,30 +11,27 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
name: Link Checker
name: Links
on:
pull_request:
push:
branches:
- test-link-report
jobs:
link-check:
linkChecker:
runs-on: ubuntu-latest
permissions:
issues: write
steps:
- name: Checkout Repository
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
- name: Restore lychee cache
uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5
with:
path: .lycheecache
key: cache-lychee-${{ github.sha }}
restore-keys: cache-lychee-
fetch-depth: 0
- name: Link Checker
id: lychee-check
id: lychee-check
uses: lycheeverse/lychee-action@a8c4c7cb88f0c7386610c35eb25108e448569cb0 # v2
continue-on-error: true
continue-on-error: true
with:
args: >
--quiet
@@ -46,23 +43,34 @@ jobs:
docs/
output: lychee-report.md
format: markdown
fail: true
jobSummary: false
fail: true
jobSummary: false
debug: false
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Prepare Report
run: |
echo "## Link Resolution Note" > full-report.md
echo "Local links and directory changes work differently on GitHub than on the docsite.You must ensure fixes pass the **GitHub check** and also work with **\`hugo server\`**." >> full-report.md
echo "See [Link Checking and Fixing with Lychee](https://github.com/googleapis/genai-toolbox/blob/main/DEVELOPER.md#link-checking-and-fixing-with-lychee) for more details." >> full-report.md
echo "" >> full-report.md
sed -E '/(Redirect|Redirects per input)/d' lychee-report.md >> full-report.md
# - name: Create Issue From File
# if: steps.lychee.outputs.exit_code != 0
# uses: peter-evans/create-issue-from-file@v5
# with:
# title: Link Checker Report
# content-filepath: full-report.md
# labels: report, automated issue,link checker
- name: Display Failure Report
# Run this ONLY if the link checker failed
if: steps.lychee-check.outcome == 'failure'
run: |
echo "## Link Resolution Note" >> $GITHUB_STEP_SUMMARY
echo "Local links and directory changes work differently on GitHub than on the docsite." >> $GITHUB_STEP_SUMMARY
echo "You must ensure fixes pass the **GitHub check** and also work with **\`hugo server\`**." >> $GITHUB_STEP_SUMMARY
echo "See [Link Checking and Fixing with Lychee](https://github.com/googleapis/genai-toolbox/blob/main/DEVELOPER.md#link-checking-and-fixing-with-lychee) for more details." >> $GITHUB_STEP_SUMMARY
echo "---" >> $GITHUB_STEP_SUMMARY
echo "### Broken Links Found" >> $GITHUB_STEP_SUMMARY
cat ./lychee-report.md >> $GITHUB_STEP_SUMMARY
# We can now simply output the prepared file to the job summary
cat full-report.md >> $GITHUB_STEP_SUMMARY
# Fail the job
exit 1

View File

@@ -105,9 +105,7 @@ import (
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookeradddashboardelement"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookeradddashboardfilter"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerconversationalanalytics"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateprojectdirectory"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateprojectfile"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdeleteprojectdirectory"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdeleteprojectfile"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdevmode"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergenerateembedurl"
@@ -124,7 +122,6 @@ import (
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetmeasures"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetmodels"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetparameters"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetprojectdirectories"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetprojectfile"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetprojectfiles"
_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetprojects"

View File

@@ -1778,7 +1778,7 @@ func TestPrebuiltTools(t *testing.T) {
wantToolset: server.ToolsetConfigs{
"looker_tools": tools.ToolsetConfig{
Name: "looker_tools",
ToolNames: []string{"get_models", "get_explores", "get_dimensions", "get_measures", "get_filters", "get_parameters", "query", "query_sql", "query_url", "get_looks", "run_look", "make_look", "get_dashboards", "run_dashboard", "make_dashboard", "add_dashboard_element", "add_dashboard_filter", "generate_embed_url", "health_pulse", "health_analyze", "health_vacuum", "dev_mode", "get_projects", "get_project_files", "get_project_file", "create_project_file", "update_project_file", "delete_project_file", "get_project_directories", "create_project_directory", "delete_project_directory", "validate_project", "get_connections", "get_connection_schemas", "get_connection_databases", "get_connection_tables", "get_connection_table_columns"},
ToolNames: []string{"get_models", "get_explores", "get_dimensions", "get_measures", "get_filters", "get_parameters", "query", "query_sql", "query_url", "get_looks", "run_look", "make_look", "get_dashboards", "run_dashboard", "make_dashboard", "add_dashboard_element", "add_dashboard_filter", "generate_embed_url", "health_pulse", "health_analyze", "health_vacuum", "dev_mode", "get_projects", "get_project_files", "get_project_file", "create_project_file", "update_project_file", "delete_project_file", "validate_project", "get_connections", "get_connection_schemas", "get_connection_databases", "get_connection_tables", "get_connection_table_columns"},
},
},
},

View File

@@ -7,7 +7,7 @@ description: >
[LangGraph](https://www.langchain.com/langgraph), [LlamaIndex](https://www.llamaindex.ai/) or [GoogleGenAI](https://pypi.org/project/google-genai/).
---
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/googleapis/genai-toolbox/blob/main/docs/en/getting-started/colab_quickstart.ipynb)
[![Open In Colab](https://colab.research.google.com/assets/ colab-badge.svg)](https://colab.research.google.com/github/googleapis/genai-toolbox/blob/main/docs/en/getting-started/colab_quickstart.ipynb)
## Before you begin
@@ -21,7 +21,7 @@ This guide assumes you have already done the following:
[install-python]: https://wiki.python.org/moin/BeginnersGuide/Download
[install-pip]: https://pip.pypa.io/en/stable/installation/
[install-venv]:
https://packaging.python.org/en/latest/tutorials/installing-packages/#creating-virtual-environments
https://packaging.python.org/en/lates t/tutorials/installing-packages/#creating-virtual-environments
[install-postgres]: https://www.postgresql.org/download/
### Cloud Setup (Optional)

View File

@@ -6,7 +6,7 @@ description: >
Connect your IDE to PostgreSQL using Toolbox.
---
[Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is
[Model Context Protocol (MCP)](https://modelcont extprotocol.io/introduction) is
an open protocol for connecting Large Language Models (LLMs) to data sources
like Postgres. This guide covers how to use [MCP Toolbox for Databases][toolbox]
to expose your developer assistant tools to a Postgres instance:
@@ -32,14 +32,14 @@ to expose your developer assistant tools to a Postgres instance:
{{< notice tip >}}
This guide can be used with [AlloyDB
Omni](https://cloud.google.com/alloydb/omni/docs/overview).
Omni](https://cloud.google.com/alloydb/om ni/docs/overview).
{{< /notice >}}
## Set up the database
1. Create or select a PostgreSQL instance.
* [Install PostgreSQL locally](https://www.postgresql.org/download/)
* [Install PostgreSQL locally](https://www.postg resql.org/download/)
* [Install AlloyDB Omni](https://cloud.google.com/alloydb/omni/docs/quickstart)
1. Create or reuse [a database

View File

@@ -543,9 +543,6 @@ See [Usage Examples](../reference/cli.md#examples).
* `create_project_file`: Create a new LookML file.
* `update_project_file`: Update an existing LookML file.
* `delete_project_file`: Delete a LookML file.
* `get_project_directories`: Retrieves a list of project directories for a given LookML project.
* `create_project_directory`: Creates a new directory within a specified LookML project.
* `delete_project_directory`: Deletes a directory from a specified LookML project.
* `validate_project`: Check the syntax of a LookML project.
* `get_connections`: Get the available connections in a Looker instance.
* `get_connection_schemas`: Get the available schemas in a connection.

View File

@@ -1,44 +0,0 @@
---
title: "looker-create-project-directory"
type: docs
weight: 1
description: >
A "looker-create-project-directory" tool creates a new directory in a LookML project.
aliases:
- /resources/tools/looker-create-project-directory
---
## About
A `looker-create-project-directory` tool creates a new directory within a specified LookML project.
It's compatible with the following sources:
- [looker](../../sources/looker.md)
## Example
```yaml
kind: tools
name: looker-create-project-directory
type: looker-create-project-directory
source: looker-source
description: |
This tool creates a new directory within a specific LookML project.
It is useful for organizing project files.
Parameters:
- project_id (string): The ID of the LookML project.
- directory_path (string): The path of the directory to create.
Output:
A string confirming the creation of the directory.
```
## Reference
| **field** | **type** | **required** | **description** |
|-------------|:--------:|:------------:|----------------------------------------------------|
| type | string | true | Must be "looker-create-project-directory". |
| source | string | true | Name of the source Looker instance. |
| description | string | true | Description of the tool that is passed to the LLM. |

View File

@@ -1,44 +0,0 @@
---
title: "looker-delete-project-directory"
type: docs
weight: 1
description: >
A "looker-delete-project-directory" tool deletes a directory from a LookML project.
aliases:
- /resources/tools/looker-delete-project-directory
---
## About
A `looker-delete-project-directory` tool deletes a directory from a specified LookML project.
It's compatible with the following sources:
- [looker](../../sources/looker.md)
## Example
```yaml
kind: tools
name: looker-delete-project-directory
type: looker-delete-project-directory
source: looker-source
description: |
This tool deletes a directory from a specific LookML project.
It is useful for removing unnecessary or obsolete directories.
Parameters:
- project_id (string): The ID of the LookML project.
- directory_path (string): The path of the directory to delete.
Output:
A string confirming the deletion of the directory.
```
## Reference
| **field** | **type** | **required** | **description** |
|-------------|:--------:|:------------:|----------------------------------------------------|
| type | string | true | Must be "looker-delete-project-directory". |
| source | string | true | Name of the source Looker instance. |
| description | string | true | Description of the tool that is passed to the LLM. |

View File

@@ -1,43 +0,0 @@
---
title: "looker-get-project-directories"
type: docs
weight: 1
description: >
A "looker-get-project-directories" tool returns the directories within a specific LookML project.
aliases:
- /resources/tools/looker-get-project-directories
---
## About
A `looker-get-project-directories` tool retrieves the directories within a specified LookML project.
It's compatible with the following sources:
- [looker](../../sources/looker.md)
## Example
```yaml
kind: tools
name: looker-get-project-directories
type: looker-get-project-directories
source: looker-source
description: |
This tool retrieves a list of directories within a specific LookML project.
It is useful for exploring the project structure.
Parameters:
- project_id (string): The ID of the LookML project.
Output:
A JSON array of strings, representing the directories within the project.
```
## Reference
| **field** | **type** | **required** | **description** |
|-------------|:--------:|:------------:|----------------------------------------------------|
| type | string | true | Must be "looker-get-project-directories". |
| source | string | true | Name of the source Looker instance. |
| description | string | true | Description of the tool that is passed to the LLM. |

View File

@@ -50,5 +50,30 @@ It is helpful to understand how tool-level processing differs from other scopes:
- **Model Level**: Intercepts individual calls to the LLM (prompts and responses). Unlike tool-level, this applies globally to all text sent/received, making it better for global PII redaction or token tracking.
- **Agent Level**: Wraps the high-level execution loop (e.g., a "turn" in the conversation). Unlike tool-level, this envelopes the entire turn (user input to final response), making it suitable for session management or end-to-end auditing.
## Best Practices
### Security & Guardrails
- **Principle of Least Privilege**: Ensure that tools run with the minimum necessary permissions. Middleware is an excellent place to enforce "read-only" modes or verify user identity before executing sensitive actions.
- **Input Sanitization**: Actively strip potential PII (like credit card numbers or raw emails) from tool arguments before logging them.
- **Prompt Injection Defense**: Use pre-processing hooks to scan user inputs for known jailbreak patterns or malicious directives before they reach the model or tools.
### Observability & Debugging
- **Structured Logging**: Instead of simple print statements, use structured JSON logging with correlation IDs. This allows you to trace a single user request through multiple agent turns and tool calls.
- **Logging for Testability**: LLM responses are non-deterministic and may summarize away key details.
- **Pattern**: Add explicit logging markers in your post-processing middleware (e.g., `logger.info("ACTION_SUCCESS: <id>")`).
- **Benefit**: Your integration tests can grep logs for these stable markers to verify tool success, rather than painfully parsing variable natural language responses.
### Performance & Cost Optimization
- **Token Economy**: Tools often return verbose JSON. Use post-processing to strip unnecessary fields or summarize large datasets *before* returning the result to the LLM's context window. This saves tokens and reduces latency.
- **Caching**: For read-heavy tools (like "search_knowledge_base"), implement caching middleware to return previous results for identical queries, saving both time and API costs.
### Error Handling
- **Graceful Degradation**: If a tool fails (e.g., API timeout), catch the exception in middleware and return a structured error message to the LLM (e.g., `Error: Database timeout, please try again`).
- **Self-Correction**: Well-formatted error messages often allow the LLM to understand *why* a call failed and retry it with corrected parameters automatically.
## Samples

View File

@@ -0,0 +1,42 @@
---
title: "Go"
type: docs
weight: 3
description: >
How to add pre- and post- processing to your Agents using Go.
---
## Prerequisites
This tutorial assumes that you have set up MCP Toolbox with a basic agent as described in the [local quickstart](../../getting-started/local_quickstart_go.md).
This guide demonstrates how to implement these patterns in your Toolbox applications.
## Implementation
{{< tabpane persist=header >}}
{{% tab header="ADK" text=true %}}
The following example demonstrates how to use the `beforeToolCallback` and `afterToolCallback` hooks in the ADK `LlmAgent` to implement pre and post processing logic.
```go
{{< include "go/adk/agent.go" >}}
```
You can also add model-level (`beforeModelCallback`, `afterModelCallback`) and agent-level (`beforeAgentCallback`, `afterAgentCallback`) hooks to intercept messages at different stages of the execution loop.
For more information, see the [ADK Callbacks documentation](https://google.github.io/adk-docs/callbacks/types-of-callbacks/).{{% /tab %}}
{{< /tabpane >}}
## Results
The output should look similar to the following.
{{< notice note >}}
The exact responses may vary due to the non-deterministic nature of LLMs and differences between orchestration frameworks.
{{< /notice >}}
```
AI: Booking Confirmed! You earned 500 Loyalty Points with this stay.
AI: Error: Maximum stay duration is 14 days.
```

View File

@@ -0,0 +1,174 @@
/*
* Copyright 2026 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package main
import (
"context"
"fmt"
"log"
"os"
"strings"
"time"
"github.com/googleapis/mcp-toolbox-sdk-go/tbadk"
"google.golang.org/adk/agent"
"google.golang.org/adk/agent/llmagent"
"google.golang.org/adk/model/gemini"
"google.golang.org/adk/runner"
"google.golang.org/adk/session"
"google.golang.org/adk/tool"
"google.golang.org/genai"
)
const systemPrompt = `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.`
var queries = []string{
"Book hotel with id 3.",
"Update my hotel with id 3 with checkin date 2025-01-04 and checkout date 2025-01-20",
}
// Pre-processing
func enforceBusinessRules(ctx tool.Context, tool tool.Tool, args map[string]any) (map[string]any, error) {
fmt.Printf("POLICY CHECK: Intercepting '%s'\n", tool.Name())
if tool.Name() == "update-hotel" {
checkinStr, okCheckin := args["checkin_date"].(string)
checkoutStr, okCheckout := args["checkout_date"].(string)
if okCheckin && okCheckout {
startDate, errStart := time.Parse("2006-01-02", checkinStr)
endDate, errEnd := time.Parse("2006-01-02", checkoutStr)
if errStart != nil || errEnd != nil {
return nil, nil
}
duration := endDate.Sub(startDate).Hours() / 24
if duration > 14 {
fmt.Println("BLOCKED: Stay too long")
return map[string]any{"Error": "Maximum stay duration is 14 days."}, nil
}
}
}
return nil, nil
}
// Post-processing
func enrichResponse(ctx tool.Context, tool tool.Tool, args, result map[string]any, err error) (map[string]any, error) {
resultStr := fmt.Sprintf("%v", result)
if tool.Name() == "book-hotel" {
if err != nil {
return nil, err
}
if _, ok := result["Error"]; !ok && !strings.Contains(resultStr, "Error") {
const loyaltyBonus = 500
enrichedResult := fmt.Sprintf("Booking Confirmed!\n You earned %d Loyalty Points with this stay.\n\nSystem Details: %s", loyaltyBonus, resultStr)
return map[string]any{"confirmation": enrichedResult}, nil
}
}
return result, nil
}
func main() {
genaiKey := os.Getenv("GOOGLE_API_KEY")
toolboxURL := "http://localhost:5000"
ctx := context.Background()
toolboxClient, err := tbadk.NewToolboxClient(toolboxURL)
if err != nil {
log.Fatalf("Failed to create MCP Toolbox client: %v", err)
}
toolsetName := "my-toolset"
mcpTools, err := toolboxClient.LoadToolset(toolsetName, ctx)
if err != nil {
log.Fatalf("Failed to load MCP toolset '%s': %v\nMake sure your Toolbox server is running.", toolsetName, err)
}
model, err := gemini.NewModel(ctx, "gemini-2.5-flash", &genai.ClientConfig{
APIKey: genaiKey,
})
if err != nil {
log.Fatalf("Failed to create model: %v", err)
}
tools := make([]tool.Tool, len(mcpTools))
for i := range mcpTools {
tools[i] = &mcpTools[i]
}
llmagent, err := llmagent.New(llmagent.Config{
Name: "hotel_assistant",
Model: model,
Description: "Agent to answer questions about hotels.",
Instruction: systemPrompt,
Tools: tools,
// Add pre- and post- processing hooks
BeforeToolCallbacks: []llmagent.BeforeToolCallback{enforceBusinessRules},
AfterToolCallbacks: []llmagent.AfterToolCallback{enrichResponse},
})
if err != nil {
log.Fatalf("Failed to create agent: %v", err)
}
appName := "hotel_assistant"
userID := "user-123"
sessionService := session.InMemoryService()
respSess, err := sessionService.Create(ctx, &session.CreateRequest{
AppName: appName,
UserID: userID,
})
if err != nil {
log.Fatalf("Failed to create the session service: %v", err)
}
sess := respSess.Session
r, err := runner.New(runner.Config{
AppName: appName,
Agent: llmagent,
SessionService: sessionService,
})
if err != nil {
log.Fatalf("Failed to create runner: %v", err)
}
for i, query := range queries {
fmt.Printf("\n=== Query %d: %s ===\n", i+1, query)
userMsg := genai.NewContentFromText(query, genai.RoleUser)
streamingMode := agent.StreamingModeSSE
runIter := r.Run(ctx, userID, sess.ID(), userMsg, agent.RunConfig{
StreamingMode: streamingMode,
})
fmt.Print("AI: ")
for event := range runIter {
if event != nil && event.Content != nil {
for _, p := range event.Content.Parts {
fmt.Print(p.Text)
}
}
}
fmt.Println("\n" + strings.Repeat("-", 80) + "\n")
}
}

View File

@@ -0,0 +1,44 @@
module example.com/adk-agent
go 1.24.4
require (
github.com/googleapis/mcp-toolbox-sdk-go v0.5.1
google.golang.org/adk v0.3.0
google.golang.org/genai v1.43.0
)
require (
cloud.google.com/go v0.123.0 // indirect
cloud.google.com/go/auth v0.18.1 // indirect
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
cloud.google.com/go/compute/metadata v0.9.0 // indirect
github.com/cespare/xxhash/v2 v2.3.0 // indirect
github.com/felixge/httpsnoop v1.0.4 // indirect
github.com/go-logr/logr v1.4.3 // indirect
github.com/go-logr/stdr v1.2.2 // indirect
github.com/google/go-cmp v0.7.0 // indirect
github.com/google/s2a-go v0.1.9 // indirect
github.com/google/safehtml v0.1.0 // indirect
github.com/google/uuid v1.6.0 // indirect
github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
github.com/gorilla/websocket v1.5.3 // indirect
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
go.opentelemetry.io/otel v1.39.0 // indirect
go.opentelemetry.io/otel/metric v1.39.0 // indirect
go.opentelemetry.io/otel/sdk v1.39.0 // indirect
go.opentelemetry.io/otel/trace v1.39.0 // indirect
golang.org/x/crypto v0.47.0 // indirect
golang.org/x/net v0.49.0 // indirect
golang.org/x/oauth2 v0.34.0 // indirect
golang.org/x/sys v0.40.0 // indirect
golang.org/x/text v0.33.0 // indirect
google.golang.org/api v0.263.0 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20260122232226-8e98ce8d340d // indirect
google.golang.org/grpc v1.78.0 // indirect
google.golang.org/protobuf v1.36.11 // indirect
rsc.io/omap v1.2.0 // indirect
rsc.io/ordered v1.1.1 // indirect
)

View File

@@ -0,0 +1,132 @@
cel.dev/expr v0.24.0 h1:56OvJKSH3hDGL0ml5uSxZmz3/3Pq4tJ+fb1unVLAFcY=
cel.dev/expr v0.24.0/go.mod h1:hLPLo1W4QUmuYdA72RBX06QTs6MXw941piREPl3Yfiw=
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
github.com/cncf/xds/go v0.0.0-20251022180443-0feb69152e9f h1:Y8xYupdHxryycyPlc9Y+bSQAYZnetRJ70VMVKm5CKI0=
github.com/cncf/xds/go v0.0.0-20251022180443-0feb69152e9f/go.mod h1:HlzOvOjVBOfTGSRXRyY0OiCS/3J1akRGQQpRO/7zyF4=
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/envoyproxy/go-control-plane v0.13.5-0.20251024222203-75eaa193e329 h1:K+fnvUM0VZ7ZFJf0n4L/BRlnsb9pL/GuDG6FqaH+PwM=
github.com/envoyproxy/go-control-plane/envoy v1.35.0 h1:ixjkELDE+ru6idPxcHLj8LBVc2bFP7iBytj353BoHUo=
github.com/envoyproxy/go-control-plane/envoy v1.35.0/go.mod h1:09qwbGVuSWWAyN5t/b3iyVfz5+z8QWGrzkoqm/8SbEs=
github.com/envoyproxy/protoc-gen-validate v1.2.1 h1:DEo3O99U8j4hBFwbJfrz9VtgcDfUKS7KJ7spH3d86P8=
github.com/envoyproxy/protoc-gen-validate v1.2.1/go.mod h1:d/C80l/jxXLdfEIhX1W2TmLfsJ31lvEjwamM4DxlWXU=
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
github.com/google/jsonschema-go v0.3.0 h1:6AH2TxVNtk3IlvkkhjrtbUc4S8AvO0Xii0DxIygDg+Q=
github.com/google/jsonschema-go v0.3.0/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
github.com/google/safehtml v0.1.0 h1:EwLKo8qawTKfsi0orxcQAZzu07cICaBeFMegAU9eaT8=
github.com/google/safehtml v0.1.0/go.mod h1:L4KWwDsUJdECRAEpZoBn3O64bQaywRscowZjJAzjHnU=
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
github.com/googleapis/mcp-toolbox-sdk-go v0.5.1 h1:Jc7IUlVoitpkWK+21ccmzg+213Nv9lyN0tHXv16JPsQ=
github.com/googleapis/mcp-toolbox-sdk-go v0.5.1/go.mod h1:wjOHkYUVD8TwLcAaSbubKj6kY8pfMVCEIxy2OzL4Fu0=
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
go.opentelemetry.io/contrib/detectors/gcp v1.38.0 h1:ZoYbqX7OaA/TAikspPl3ozPI6iY6LiIY9I8cUfm+pJs=
go.opentelemetry.io/contrib/detectors/gcp v1.38.0/go.mod h1:SU+iU7nu5ud4oCb3LQOhIZ3nRLj6FNVrKgtflbaf2ts=
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
go.opentelemetry.io/otel v1.39.0 h1:8yPrr/S0ND9QEfTfdP9V+SiwT4E0G7Y5MO7p85nis48=
go.opentelemetry.io/otel v1.39.0/go.mod h1:kLlFTywNWrFyEdH0oj2xK0bFYZtHRYUdv1NklR/tgc8=
go.opentelemetry.io/otel/metric v1.39.0 h1:d1UzonvEZriVfpNKEVmHXbdf909uGTOQjA0HF0Ls5Q0=
go.opentelemetry.io/otel/metric v1.39.0/go.mod h1:jrZSWL33sD7bBxg1xjrqyDjnuzTUB0x1nBERXd7Ftcs=
go.opentelemetry.io/otel/sdk v1.39.0 h1:nMLYcjVsvdui1B/4FRkwjzoRVsMK8uL/cj0OyhKzt18=
go.opentelemetry.io/otel/sdk v1.39.0/go.mod h1:vDojkC4/jsTJsE+kh+LXYQlbL8CgrEcwmt1ENZszdJE=
go.opentelemetry.io/otel/sdk/metric v1.39.0 h1:cXMVVFVgsIf2YL6QkRF4Urbr/aMInf+2WKg+sEJTtB8=
go.opentelemetry.io/otel/sdk/metric v1.39.0/go.mod h1:xq9HEVH7qeX69/JnwEfp6fVq5wosJsY1mt4lLfYdVew=
go.opentelemetry.io/otel/trace v1.39.0 h1:2d2vfpEDmCJ5zVYz7ijaJdOF59xLomrvj7bjt6/qCJI=
go.opentelemetry.io/otel/trace v1.39.0/go.mod h1:88w4/PnZSazkGzz/w84VHpQafiU4EtqqlVdxWy+rNOA=
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
golang.org/x/crypto v0.47.0 h1:V6e3FRj+n4dbpw86FJ8Fv7XVOql7TEwpHapKoMJ/GO8=
golang.org/x/crypto v0.47.0/go.mod h1:ff3Y9VzzKbwSSEzWqJsJVBnWmRwRSHt/6Op5n9bQc4A=
golang.org/x/net v0.49.0 h1:eeHFmOGUTtaaPSGNmjBKpbng9MulQsJURQUAfUwY++o=
golang.org/x/net v0.49.0/go.mod h1:/ysNB2EvaqvesRkuLAyjI1ycPZlQHM3q01F02UY/MV8=
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
golang.org/x/sys v0.40.0 h1:DBZZqJ2Rkml6QMQsZywtnjnnGvHza6BTfYFWY9kjEWQ=
golang.org/x/sys v0.40.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
google.golang.org/adk v0.3.0 h1:gitgAKnET1F1+fFZc7VSAEo7cjK+D39mnRyqIRTzyzY=
google.golang.org/adk v0.3.0/go.mod h1:iE1Kgc8JtYHiNxfdLa9dxcV4DqTn0D8q4eqhBi012Ak=
google.golang.org/api v0.263.0 h1:UFs7qn8gInIdtk1ZA6eXRXp5JDAnS4x9VRsRVCeKdbk=
google.golang.org/api v0.263.0/go.mod h1:fAU1xtNNisHgOF5JooAs8rRaTkl2rT3uaoNGo9NS3R8=
google.golang.org/genai v1.43.0 h1:8vhqhzJNZu1U94e2m+KvDq/TUUjSmDrs1aKkvTa8SoM=
google.golang.org/genai v1.43.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
google.golang.org/genproto/googleapis/rpc v0.0.0-20260122232226-8e98ce8d340d h1:xXzuihhT3gL/ntduUZwHECzAn57E8dA6l8SOtYWdD8Q=
google.golang.org/genproto/googleapis/rpc v0.0.0-20260122232226-8e98ce8d340d/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
google.golang.org/grpc v1.78.0 h1:K1XZG/yGDJnzMdd/uZHAkVqJE+xIDOcmdSFZkBUicNc=
google.golang.org/grpc v1.78.0/go.mod h1:I47qjTo4OKbMkjA/aOOwxDIiPSBofUtQUI5EfpWvW7U=
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
rsc.io/omap v1.2.0 h1:c1M8jchnHbzmJALzGLclfH3xDWXrPxSUHXzH5C+8Kdw=
rsc.io/omap v1.2.0/go.mod h1:C8pkI0AWexHopQtZX+qiUeJGzvc8HkdgnsWK4/mAa00=
rsc.io/ordered v1.1.1 h1:1kZM6RkTmceJgsFH/8DLQvkCVEYomVDJfBRLT595Uak=
rsc.io/ordered v1.1.1/go.mod h1:evAi8739bWVBRG9aaufsjVc202+6okf8u2QeVL84BCM=

View File

@@ -0,0 +1,78 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package main
import (
"bytes"
"os"
"os/exec"
"path/filepath"
"strings"
"testing"
)
func TestQuickstartSample(t *testing.T) {
framework := os.Getenv("ORCH_NAME")
if framework == "" {
t.Skip("Skipping test: ORCH_NAME environment variable is not set.")
}
t.Logf("--- Testing: %s ---", framework)
if os.Getenv("GOOGLE_API_KEY") == "" {
t.Skipf("Skipping test for %s: GOOGLE_API_KEY environment variable is not set.", framework)
}
sampleDir := filepath.Join(".", framework)
if _, err := os.Stat(sampleDir); os.IsNotExist(err) {
t.Fatalf("Test setup failed: directory for framework '%s' not found.", framework)
}
cmd := exec.Command("go", "run", ".")
cmd.Dir = sampleDir
var stdout, stderr bytes.Buffer
cmd.Stdout = &stdout
cmd.Stderr = &stderr
err := cmd.Run()
actualOutput := stdout.String()
if err != nil {
t.Fatalf("Script execution failed with error: %v\n--- STDERR ---\n%s", err, stderr.String())
}
if len(actualOutput) == 0 {
t.Fatal("Script ran successfully but produced no output.")
}
goldenKeywords := []string{
"AI:",
"Loyalty Points",
"POLICY CHECK: Intercepting 'update-hotel'",
}
var missingKeywords []string
outputLower := strings.ToLower(actualOutput)
for _, keyword := range goldenKeywords {
kw := strings.TrimSpace(keyword)
if kw != "" && !strings.Contains(outputLower, strings.ToLower(kw)) {
missingKeywords = append(missingKeywords, kw)
}
}
if len(missingKeywords) > 0 {
t.Fatalf("FAIL: The following keywords were missing from the output: [%s]", strings.Join(missingKeywords, ", "))
}
}

View File

@@ -8,7 +8,7 @@ description: >
## Prerequisites
This tutorial assumes that you have set up Toolbox with a basic agent as described in the [local quickstart](../../getting-started/local_quickstart.md).
This tutorial assumes that you have set up MCP Toolbox with a basic agent as described in the [local quickstart](../../getting-started/local_quickstart.md).
This guide demonstrates how to implement these patterns in your Toolbox applications.
@@ -31,7 +31,11 @@ You can also add model-level (`wrap_model`) and agent-level (`before_agent`, `af
## Results
The output should look similar to the following. Note that exact responses may vary due to the non-deterministic nature of LLMs and differences between orchestration frameworks.
The output should look similar to the following.
{{< notice note >}}
The exact responses may vary due to the non-deterministic nature of LLMs and differences between orchestration frameworks.
{{< /notice >}}
```
AI: Booking Confirmed! You earned 500 Loyalty Points with this stay.

View File

@@ -959,48 +959,6 @@ tools:
Output:
A confirmation message upon successful file deletion.
get_project_directories:
kind: looker-get-project-directories
source: looker-source
description: |
This tool retrieves the list of directories within a specified LookML project.
Parameters:
- project_id (required): The unique ID of the LookML project.
Output:
A JSON array of strings, where each string is the name of a directory within the project.
create_project_directory:
kind: looker-create-project-directory
source: looker-source
description: |
This tool creates a new directory within a specified LookML project.
Prerequisite: The Looker session must be in Development Mode. Use `dev_mode: true` first.
Parameters:
- project_id (required): The unique ID of the LookML project.
- directory_path (required): The path to the new directory within the project.
Output:
A confirmation message upon successful directory creation.
delete_project_directory:
kind: looker-delete-project-directory
source: looker-source
description: |
This tool permanently deletes a specified directory within a LookML project.
Prerequisite: The Looker session must be in Development Mode. Use `dev_mode: true` first.
Parameters:
- project_id (required): The unique ID of the LookML project.
- directory_path (required): The path to the directory within the project.
Output:
A confirmation message upon successful directory deletion.
validate_project:
kind: looker-validate-project
source: looker-source
@@ -1129,9 +1087,6 @@ toolsets:
- create_project_file
- update_project_file
- delete_project_file
- get_project_directories
- create_project_directory
- delete_project_directory
- validate_project
- get_connections
- get_connection_schemas

View File

@@ -1,4 +1,4 @@
// Copyright 2026 Google LLC
// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
@@ -301,32 +301,3 @@ func UpdateProjectFile(l *v4.LookerSDK, projectId string, fileContent FileConten
err := l.AuthSession.Do(nil, "PUT", "/4.0", path, nil, fileContent, options)
return err
}
func GetProjectDirectories(l *v4.LookerSDK, projectId string, options *rtl.ApiSettings) (string, error) {
var result string
path := fmt.Sprintf("/projects/%s/directories", url.PathEscape(projectId))
err := l.AuthSession.Do(&result, "GET", "/4.0", path, nil, nil, options)
return result, err
}
type Directory struct {
Path string `json:"path"`
}
func CreateProjectDirectory(l *v4.LookerSDK, projectId string, directoryPath string, options *rtl.ApiSettings) error {
d := Directory{
Path: directoryPath,
}
var result string
path := fmt.Sprintf("/projects/%s/directories", url.PathEscape(projectId))
return l.AuthSession.Do(&result, "POST", "/4.0", path, nil, d, options)
}
func DeleteProjectDirectory(l *v4.LookerSDK, projectId string, directoryPath string, options *rtl.ApiSettings) error {
var query = map[string]any{
"path": directoryPath,
}
var result string
path := fmt.Sprintf("/projects/%s/directories", url.PathEscape(projectId))
return l.AuthSession.Do(&result, "DELETE", "/4.0", path, query, nil, options)
}

View File

@@ -1,177 +0,0 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package lookercreateprojectdirectory
import (
"context"
"fmt"
"net/http"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/looker/lookercommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"github.com/looker-open-source/sdk-codegen/go/rtl"
v4 "github.com/looker-open-source/sdk-codegen/go/sdk/v4"
)
const resourceType string = "looker-create-project-directory"
func init() {
if !tools.Register(resourceType, newConfig) {
panic(fmt.Sprintf("tool type %q already registered", resourceType))
}
}
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
actual := Config{Name: name}
if err := decoder.DecodeContext(ctx, &actual); err != nil {
return nil, err
}
return actual, nil
}
type compatibleSource interface {
UseClientAuthorization() bool
GetAuthTokenHeaderName() string
LookerApiSettings() *rtl.ApiSettings
GetLookerSDK(string) (*v4.LookerSDK, error)
}
type Config struct {
Name string `yaml:"name" validate:"required"`
Type string `yaml:"type" validate:"required"`
Source string `yaml:"source" validate:"required"`
Description string `yaml:"description" validate:"required"`
AuthRequired []string `yaml:"authRequired"`
Annotations *tools.ToolAnnotations `yaml:"annotations,omitempty"`
}
// validate interface
var _ tools.ToolConfig = Config{}
func (cfg Config) ToolConfigType() string {
return resourceType
}
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
projectIdParameter := parameters.NewStringParameter("project_id", "The id of the project")
directoryPathParameter := parameters.NewStringParameter("directory_path", "The path to create in the project")
params := parameters.Parameters{projectIdParameter, directoryPathParameter}
annotations := cfg.Annotations
if annotations == nil {
readOnlyHint := false
annotations = &tools.ToolAnnotations{
ReadOnlyHint: &readOnlyHint,
}
}
mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, params, annotations)
// finish tool setup
return Tool{
Config: cfg,
Parameters: params,
manifest: tools.Manifest{
Description: cfg.Description,
Parameters: params.Manifest(),
AuthRequired: cfg.AuthRequired,
},
mcpManifest: mcpManifest,
}, nil
}
// validate interface
var _ tools.Tool = Tool{}
type Tool struct {
Config
Parameters parameters.Parameters `yaml:"parameters"`
manifest tools.Manifest
mcpManifest tools.McpManifest
}
func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, util.ToolboxError) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return nil, util.NewClientServerError("source used is not compatible with the tool", http.StatusInternalServerError, err)
}
sdk, err := source.GetLookerSDK(string(accessToken))
if err != nil {
return nil, util.NewClientServerError("error getting sdk", http.StatusInternalServerError, err)
}
mapParams := params.AsMap()
projectId, ok := mapParams["project_id"].(string)
if !ok {
return nil, util.NewAgentError(fmt.Sprintf("'project_id' must be a string, got %T", mapParams["project_id"]), nil)
}
directoryPath, ok := mapParams["directory_path"].(string)
if !ok {
return nil, util.NewAgentError(fmt.Sprintf("'directory_path' must be a string, got %T", mapParams["directory_path"]), nil)
}
err = lookercommon.CreateProjectDirectory(sdk, projectId, directoryPath, source.LookerApiSettings())
if err != nil {
return nil, util.ProcessGeneralError(err)
}
return fmt.Sprintf("Created directory %s in project %s", directoryPath, projectId), nil
}
func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
return parameters.EmbedParams(ctx, t.Parameters, paramValues, embeddingModelsMap, nil)
}
func (t Tool) Manifest() tools.Manifest {
return t.manifest
}
func (t Tool) McpManifest() tools.McpManifest {
return t.mcpManifest
}
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return false, err
}
return source.UseClientAuthorization(), nil
}
func (t Tool) Authorized(verifiedAuthServices []string) bool {
return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
}
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return "", err
}
return source.GetAuthTokenHeaderName(), nil
}
func (t Tool) GetParameters() parameters.Parameters {
return t.Parameters
}

View File

@@ -1,108 +0,0 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package lookercreateprojectdirectory_test
import (
"strings"
"testing"
"github.com/google/go-cmp/cmp"
"github.com/googleapis/genai-toolbox/internal/server"
"github.com/googleapis/genai-toolbox/internal/testutils"
lkr "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateprojectdirectory"
)
func TestParseFromYamlLookerCreateProjectDirectory(t *testing.T) {
ctx, err := testutils.ContextWithNewLogger()
if err != nil {
t.Fatalf("unexpected error: %s", err)
}
tcs := []struct {
desc string
in string
want server.ToolConfigs
}{
{
desc: "basic example",
in: `
kind: tools
name: example_tool
type: looker-create-project-directory
source: my-instance
description: some description
`,
want: server.ToolConfigs{
"example_tool": lkr.Config{
Name: "example_tool",
Type: "looker-create-project-directory",
Source: "my-instance",
Description: "some description",
AuthRequired: []string{},
},
},
},
}
for _, tc := range tcs {
t.Run(tc.desc, func(t *testing.T) {
// Parse contents
_, _, _, got, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
if err != nil {
t.Fatalf("unable to unmarshal: %s", err)
}
if diff := cmp.Diff(tc.want, got); diff != "" {
t.Fatalf("incorrect parse: diff %v", diff)
}
})
}
}
func TestFailParseFromYamlLookerCreateProjectDirectory(t *testing.T) {
ctx, err := testutils.ContextWithNewLogger()
if err != nil {
t.Fatalf("unexpected error: %s", err)
}
tcs := []struct {
desc string
in string
err string
}{
{
desc: "Invalid method",
in: `
kind: tools
name: example_tool
type: looker-create-project-directory
source: my-instance
method: GOT
description: some description
`,
err: "error unmarshaling tools: unable to parse tool \"example_tool\" as type \"looker-create-project-directory\": [3:1] unknown field \"method\"\n 1 | authRequired: []\n 2 | description: some description\n> 3 | method: GOT\n ^\n 4 | name: example_tool\n 5 | source: my-instance\n 6 | type: looker-create-project-directory",
},
}
for _, tc := range tcs {
t.Run(tc.desc, func(t *testing.T) {
_, _, _, _, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
if err == nil {
t.Fatalf("expect parsing to fail")
}
errStr := err.Error()
if !strings.Contains(errStr, tc.err) {
t.Fatalf("unexpected error string: got %q, want substring %q", errStr, tc.err)
}
})
}
}

View File

@@ -1,179 +0,0 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package lookerdeleteprojectdirectory
import (
"context"
"fmt"
"net/http"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/looker/lookercommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"github.com/looker-open-source/sdk-codegen/go/rtl"
v4 "github.com/looker-open-source/sdk-codegen/go/sdk/v4"
)
const resourceType string = "looker-delete-project-directory"
func init() {
if !tools.Register(resourceType, newConfig) {
panic(fmt.Sprintf("tool type %q already registered", resourceType))
}
}
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
actual := Config{Name: name}
if err := decoder.DecodeContext(ctx, &actual); err != nil {
return nil, err
}
return actual, nil
}
type compatibleSource interface {
UseClientAuthorization() bool
GetAuthTokenHeaderName() string
LookerApiSettings() *rtl.ApiSettings
GetLookerSDK(string) (*v4.LookerSDK, error)
}
type Config struct {
Name string `yaml:"name" validate:"required"`
Type string `yaml:"type" validate:"required"`
Source string `yaml:"source" validate:"required"`
Description string `yaml:"description" validate:"required"`
AuthRequired []string `yaml:"authRequired"`
Annotations *tools.ToolAnnotations `yaml:"annotations,omitempty"`
}
// validate interface
var _ tools.ToolConfig = Config{}
func (cfg Config) ToolConfigType() string {
return resourceType
}
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
projectIdParameter := parameters.NewStringParameter("project_id", "The id of the project")
directoryPathParameter := parameters.NewStringParameter("directory_path", "The path to delete in the project")
params := parameters.Parameters{projectIdParameter, directoryPathParameter}
annotations := cfg.Annotations
if annotations == nil {
readOnlyHint := false
destructiveHint := true
annotations = &tools.ToolAnnotations{
ReadOnlyHint: &readOnlyHint,
DestructiveHint: &destructiveHint,
}
}
mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, params, annotations)
// finish tool setup
return Tool{
Config: cfg,
Parameters: params,
manifest: tools.Manifest{
Description: cfg.Description,
Parameters: params.Manifest(),
AuthRequired: cfg.AuthRequired,
},
mcpManifest: mcpManifest,
}, nil
}
// validate interface
var _ tools.Tool = Tool{}
type Tool struct {
Config
Parameters parameters.Parameters `yaml:"parameters"`
manifest tools.Manifest
mcpManifest tools.McpManifest
}
func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, util.ToolboxError) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return nil, util.NewClientServerError("source used is not compatible with the tool", http.StatusInternalServerError, err)
}
sdk, err := source.GetLookerSDK(string(accessToken))
if err != nil {
return nil, util.NewClientServerError("error getting sdk", http.StatusInternalServerError, err)
}
mapParams := params.AsMap()
projectId, ok := mapParams["project_id"].(string)
if !ok {
return nil, util.NewAgentError(fmt.Sprintf("'project_id' must be a string, got %T", mapParams["project_id"]), nil)
}
directoryPath, ok := mapParams["directory_path"].(string)
if !ok {
return nil, util.NewAgentError(fmt.Sprintf("'directory_path' must be a string, got %T", mapParams["directory_path"]), nil)
}
err = lookercommon.DeleteProjectDirectory(sdk, projectId, directoryPath, source.LookerApiSettings())
if err != nil {
return nil, util.ProcessGeneralError(err)
}
return fmt.Sprintf("Deleted directory %s in project %s", directoryPath, projectId), nil
}
func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
return parameters.EmbedParams(ctx, t.Parameters, paramValues, embeddingModelsMap, nil)
}
func (t Tool) Manifest() tools.Manifest {
return t.manifest
}
func (t Tool) McpManifest() tools.McpManifest {
return t.mcpManifest
}
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return false, err
}
return source.UseClientAuthorization(), nil
}
func (t Tool) Authorized(verifiedAuthServices []string) bool {
return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
}
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return "", err
}
return source.GetAuthTokenHeaderName(), nil
}
func (t Tool) GetParameters() parameters.Parameters {
return t.Parameters
}

View File

@@ -1,108 +0,0 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package lookerdeleteprojectdirectory_test
import (
"strings"
"testing"
"github.com/google/go-cmp/cmp"
"github.com/googleapis/genai-toolbox/internal/server"
"github.com/googleapis/genai-toolbox/internal/testutils"
lkr "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdeleteprojectdirectory"
)
func TestParseFromYamlLookerDeleteProjectDirectory(t *testing.T) {
ctx, err := testutils.ContextWithNewLogger()
if err != nil {
t.Fatalf("unexpected error: %s", err)
}
tcs := []struct {
desc string
in string
want server.ToolConfigs
}{
{
desc: "basic example",
in: `
kind: tools
name: example_tool
type: looker-delete-project-directory
source: my-instance
description: some description
`,
want: server.ToolConfigs{
"example_tool": lkr.Config{
Name: "example_tool",
Type: "looker-delete-project-directory",
Source: "my-instance",
Description: "some description",
AuthRequired: []string{},
},
},
},
}
for _, tc := range tcs {
t.Run(tc.desc, func(t *testing.T) {
// Parse contents
_, _, _, got, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
if err != nil {
t.Fatalf("unable to unmarshal: %s", err)
}
if diff := cmp.Diff(tc.want, got); diff != "" {
t.Fatalf("incorrect parse: diff %v", diff)
}
})
}
}
func TestFailParseFromYamlLookerDeleteProjectDirectory(t *testing.T) {
ctx, err := testutils.ContextWithNewLogger()
if err != nil {
t.Fatalf("unexpected error: %s", err)
}
tcs := []struct {
desc string
in string
err string
}{
{
desc: "Invalid method",
in: `
kind: tools
name: example_tool
type: looker-delete-project-directory
source: my-instance
method: GOT
description: some description
`,
err: "error unmarshaling tools: unable to parse tool \"example_tool\" as type \"looker-delete-project-directory\": [3:1] unknown field \"method\"\n 1 | authRequired: []\n 2 | description: some description\n> 3 | method: GOT\n ^\n 4 | name: example_tool\n 5 | source: my-instance\n 6 | type: looker-delete-project-directory",
},
}
for _, tc := range tcs {
t.Run(tc.desc, func(t *testing.T) {
_, _, _, _, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
if err == nil {
t.Fatalf("expect parsing to fail")
}
errStr := err.Error()
if !strings.Contains(errStr, tc.err) {
t.Fatalf("unexpected error string: got %q, want substring %q", errStr, tc.err)
}
})
}
}

View File

@@ -1,172 +0,0 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package lookergetprojectdirectories
import (
"context"
"fmt"
"net/http"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/looker/lookercommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"github.com/looker-open-source/sdk-codegen/go/rtl"
v4 "github.com/looker-open-source/sdk-codegen/go/sdk/v4"
)
const resourceType string = "looker-get-project-directories"
func init() {
if !tools.Register(resourceType, newConfig) {
panic(fmt.Sprintf("tool type %q already registered", resourceType))
}
}
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
actual := Config{Name: name}
if err := decoder.DecodeContext(ctx, &actual); err != nil {
return nil, err
}
return actual, nil
}
type compatibleSource interface {
UseClientAuthorization() bool
GetAuthTokenHeaderName() string
LookerApiSettings() *rtl.ApiSettings
GetLookerSDK(string) (*v4.LookerSDK, error)
}
type Config struct {
Name string `yaml:"name" validate:"required"`
Type string `yaml:"type" validate:"required"`
Source string `yaml:"source" validate:"required"`
Description string `yaml:"description" validate:"required"`
AuthRequired []string `yaml:"authRequired"`
Annotations *tools.ToolAnnotations `yaml:"annotations,omitempty"`
}
// validate interface
var _ tools.ToolConfig = Config{}
func (cfg Config) ToolConfigType() string {
return resourceType
}
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
projectIdParameter := parameters.NewStringParameter("project_id", "The id of the project")
params := parameters.Parameters{projectIdParameter}
annotations := cfg.Annotations
if annotations == nil {
readOnlyHint := true
annotations = &tools.ToolAnnotations{
ReadOnlyHint: &readOnlyHint,
}
}
mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, params, annotations)
// finish tool setup
return Tool{
Config: cfg,
Parameters: params,
manifest: tools.Manifest{
Description: cfg.Description,
Parameters: params.Manifest(),
AuthRequired: cfg.AuthRequired,
},
mcpManifest: mcpManifest,
}, nil
}
// validate interface
var _ tools.Tool = Tool{}
type Tool struct {
Config
Parameters parameters.Parameters `yaml:"parameters"`
manifest tools.Manifest
mcpManifest tools.McpManifest
}
func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, util.ToolboxError) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return nil, util.NewClientServerError("source used is not compatible with the tool", http.StatusInternalServerError, err)
}
sdk, err := source.GetLookerSDK(string(accessToken))
if err != nil {
return nil, util.NewClientServerError("error getting sdk", http.StatusInternalServerError, err)
}
mapParams := params.AsMap()
projectId, ok := mapParams["project_id"].(string)
if !ok {
return nil, util.NewAgentError(fmt.Sprintf("'project_id' must be a string, got %T", mapParams["project_id"]), nil)
}
resp, err := lookercommon.GetProjectDirectories(sdk, projectId, source.LookerApiSettings())
if err != nil {
return nil, util.ProcessGeneralError(err)
}
return resp, nil
}
func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
return parameters.EmbedParams(ctx, t.Parameters, paramValues, embeddingModelsMap, nil)
}
func (t Tool) Manifest() tools.Manifest {
return t.manifest
}
func (t Tool) McpManifest() tools.McpManifest {
return t.mcpManifest
}
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return false, err
}
return source.UseClientAuthorization(), nil
}
func (t Tool) Authorized(verifiedAuthServices []string) bool {
return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
}
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
if err != nil {
return "", err
}
return source.GetAuthTokenHeaderName(), nil
}
func (t Tool) GetParameters() parameters.Parameters {
return t.Parameters
}

View File

@@ -1,108 +0,0 @@
// Copyright 2026 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package lookergetprojectdirectories_test
import (
"strings"
"testing"
"github.com/google/go-cmp/cmp"
"github.com/googleapis/genai-toolbox/internal/server"
"github.com/googleapis/genai-toolbox/internal/testutils"
lkr "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetprojectdirectories"
)
func TestParseFromYamlLookerGetProjectDirectories(t *testing.T) {
ctx, err := testutils.ContextWithNewLogger()
if err != nil {
t.Fatalf("unexpected error: %s", err)
}
tcs := []struct {
desc string
in string
want server.ToolConfigs
}{
{
desc: "basic example",
in: `
kind: tools
name: example_tool
type: looker-get-project-directories
source: my-instance
description: some description
`,
want: server.ToolConfigs{
"example_tool": lkr.Config{
Name: "example_tool",
Type: "looker-get-project-directories",
Source: "my-instance",
Description: "some description",
AuthRequired: []string{},
},
},
},
}
for _, tc := range tcs {
t.Run(tc.desc, func(t *testing.T) {
// Parse contents
_, _, _, got, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
if err != nil {
t.Fatalf("unable to unmarshal: %s", err)
}
if diff := cmp.Diff(tc.want, got); diff != "" {
t.Fatalf("incorrect parse: diff %v", diff)
}
})
}
}
func TestFailParseFromYamlLookerGetProjectDirectories(t *testing.T) {
ctx, err := testutils.ContextWithNewLogger()
if err != nil {
t.Fatalf("unexpected error: %s", err)
}
tcs := []struct {
desc string
in string
err string
}{
{
desc: "Invalid method",
in: `
kind: tools
name: example_tool
type: looker-get-project-directories
source: my-instance
method: GOT
description: some description
`,
err: "error unmarshaling tools: unable to parse tool \"example_tool\" as type \"looker-get-project-directories\": [3:1] unknown field \"method\"\n 1 | authRequired: []\n 2 | description: some description\n> 3 | method: GOT\n ^\n 4 | name: example_tool\n 5 | source: my-instance\n 6 | type: looker-get-project-directories",
},
}
for _, tc := range tcs {
t.Run(tc.desc, func(t *testing.T) {
_, _, _, _, _, _, err := server.UnmarshalResourceConfig(ctx, testutils.FormatYaml(tc.in))
if err == nil {
t.Fatalf("expect parsing to fail")
}
errStr := err.Error()
if !strings.Contains(errStr, tc.err) {
t.Fatalf("unexpected error string: got %q, want substring %q", errStr, tc.err)
}
})
}
}

View File

@@ -222,21 +222,6 @@ func TestLooker(t *testing.T) {
"source": "my-instance",
"description": "Simple tool to test end to end functionality.",
},
"get_project_directories": map[string]any{
"type": "looker-get-project-directories",
"source": "my-instance",
"description": "Simple tool to test end to end functionality.",
},
"create_project_directory": map[string]any{
"type": "looker-create-project-directory",
"source": "my-instance",
"description": "Simple tool to test end to end functionality.",
},
"delete_project_directory": map[string]any{
"type": "looker-delete-project-directory",
"source": "my-instance",
"description": "Simple tool to test end to end functionality.",
},
"validate_project": map[string]any{
"type": "looker-validate-project",
"source": "my-instance",
@@ -1466,71 +1451,6 @@ func TestLooker(t *testing.T) {
},
},
)
tests.RunToolGetTestByName(t, "get_project_directories",
map[string]any{
"get_project_directories": map[string]any{
"description": "Simple tool to test end to end functionality.",
"authRequired": []any{},
"parameters": []any{
map[string]any{
"authSources": []any{},
"description": "The id of the project",
"name": "project_id",
"required": true,
"type": "string",
},
},
},
},
)
tests.RunToolGetTestByName(t, "create_project_directory",
map[string]any{
"create_project_directory": map[string]any{
"description": "Simple tool to test end to end functionality.",
"authRequired": []any{},
"parameters": []any{
map[string]any{
"authSources": []any{},
"description": "The id of the project",
"name": "project_id",
"required": true,
"type": "string",
},
map[string]any{
"authSources": []any{},
"description": "The path to create in the project",
"name": "directory_path",
"required": true,
"type": "string",
},
},
},
},
)
tests.RunToolGetTestByName(t, "delete_project_directory",
map[string]any{
"delete_project_directory": map[string]any{
"description": "Simple tool to test end to end functionality.",
"authRequired": []any{},
"parameters": []any{
map[string]any{
"authSources": []any{},
"description": "The id of the project",
"name": "project_id",
"required": true,
"type": "string",
},
map[string]any{
"authSources": []any{},
"description": "The path to delete in the project",
"name": "directory_path",
"required": true,
"type": "string",
},
},
},
},
)
tests.RunToolGetTestByName(t, "validate_project",
map[string]any{
"validate_project": map[string]any{
@@ -1767,15 +1687,6 @@ func TestLooker(t *testing.T) {
wantResult = "deleted"
tests.RunToolInvokeParametersTest(t, "delete_project_file", []byte(`{"project_id": "the_look", "file_path": "foo.view.lkml"}`), wantResult)
wantResult = "Created"
tests.RunToolInvokeParametersTest(t, "create_project_directory", []byte(`{"project_id": "the_look", "directory_path": "foo_dir"}`), wantResult)
wantResult = "foo_dir"
tests.RunToolInvokeParametersTest(t, "get_project_directories", []byte(`{"project_id": "the_look"}`), wantResult)
wantResult = "Deleted"
tests.RunToolInvokeParametersTest(t, "delete_project_directory", []byte(`{"project_id": "the_look", "directory_path": "foo_dir"}`), wantResult)
wantResult = "\"errors\":[]"
tests.RunToolInvokeParametersTest(t, "validate_project", []byte(`{"project_id": "the_look"}`), wantResult)