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Author SHA1 Message Date
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
Yuan Teoh
293c1d6889 feat!: update configuration file v2 (#2369) 
This PR introduces a significant update to the Toolbox configuration
file format, which is one of the primary **breaking changes** required
for the implementation of the Advanced Control Plane.

# Summary of Changes
The configuration schema has been updated to enforce resource isolation
and facilitate atomic, incremental updates.
* Resource Isolation: Resource definitions are now separated into
individual blocks, using a distinct structure for each resource type
(Source, Tool, Toolset, etc.). This improves readability, management,
and auditing of configuration files.
* Field Name Modification: Internal field names have been modified to
align with declarative methodologies. Specifically, the configuration
now separates kind (general resource type, e.g., Source) from type
(specific implementation, e.g., Postgres).

# User Impact
Existing tools.yaml configuration files are now in an outdated format.
Users must eventually update their files to the new YAML format.

# Mitigation & Compatibility
Backward compatibility is maintained during this transition to ensure no
immediate user action is required for existing files.
* Immediate Backward Compatibility: The source code includes a
pre-processing layer that automatically detects outdated configuration
files (v1 format) and converts them to the new v2 format under the hood.
* [COMING SOON] Migration Support: The new toolbox migrate subcommand
will be introduced to allow users to automatically convert their old
configuration files to the latest format.

# Example
Example for config file v2:
```
kind: sources
name: my-pg-instance
type: cloud-sql-postgres
project: my-project
region: my-region
instance: my-instance
database: my_db
user: my_user
password: my_pass
---
kind: authServices
name: my-google-auth
type: google
clientId: testing-id
---
kind: tools
name: example_tool
type: postgres-sql
source: my-pg-instance
description: some description
statement: SELECT * FROM SQL_STATEMENT;
parameters:
- name: country
  type: string
  description: some description
---
kind: tools
name: example_tool_2
type: postgres-sql
source: my-pg-instance
description: returning the number one
statement: SELECT 1;
---
kind: toolsets
name: example_toolset
tools:
- example_tool
```

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2026-01-27 16:58:43 -08:00
Averi Kitsch
cdc4d0d304 docs: add github trending badge (#2368) 
## 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>
 2026-01-27 12:12:03 -08:00
release-please[bot]
86bf7bf8d0 chore(main): release 0.26.0 (#2286) 
🤖 I have created a release *beep* *boop*
---


##
[0.26.0](https://github.com/googleapis/genai-toolbox/compare/v0.25.0...v0.26.0)
(2026-01-22)


### ⚠ BREAKING CHANGES

* Validate tool naming
([#2305](https://github.com/googleapis/genai-toolbox/issues/2305))
([5054212](5054212fa4))
* **tools/cloudgda:** Update description and parameter name for cloudgda
tool ([#2288](https://github.com/googleapis/genai-toolbox/issues/2288))
([6b02591](6b02591703))

### Features

* Add new `user-agent-metadata` flag
([#2302](https://github.com/googleapis/genai-toolbox/issues/2302))
([adc9589](adc9589766))
* Add remaining flag to Toolbox server in MCP registry
([#2272](https://github.com/googleapis/genai-toolbox/issues/2272))
([5e0999e](5e0999ebf5))
* **embeddingModel:** Add embedding model to MCP handler
([#2310](https://github.com/googleapis/genai-toolbox/issues/2310))
([e4f60e5](e4f60e5633))
* **sources/bigquery:** Make maximum rows returned from queries
configurable
([#2262](https://github.com/googleapis/genai-toolbox/issues/2262))
([4abf0c3](4abf0c39e7))
* **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL
([#2141](https://github.com/googleapis/genai-toolbox/issues/2141))
([8e0fb03](8e0fb03483))
* **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL
([#2171](https://github.com/googleapis/genai-toolbox/issues/2171))
([00c3e6d](00c3e6d8cb))
* Support combining multiple prebuilt configurations
([#2295](https://github.com/googleapis/genai-toolbox/issues/2295))
([e535b37](e535b372ea))
* Support MCP specs version 2025-11-25
([#2303](https://github.com/googleapis/genai-toolbox/issues/2303))
([4d23a3b](4d23a3bbf2))
* **tools:** Add `valueFromParam` support to Tool config
([#2333](https://github.com/googleapis/genai-toolbox/issues/2333))
([15101b1](15101b1edb))


### Bug Fixes

* **tools/cloudhealthcare:** Add check for client authorization before
retrieving token string
([#2327](https://github.com/googleapis/genai-toolbox/issues/2327))
([c25a233](c25a2330fe))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2026-01-22 16:22:50 -08:00
洪鈞閔 ( jasper )
9c3720e31d docs(README.md): fix container section version 0.11.0 => 0.24.0 (#2251) 
## Description

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

## PR Checklist

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

- [x] Make sure you reviewed

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

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [ ] 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: Averi Kitsch <akitsch@google.com>
 2026-01-12 20:17:15 +00:00
release-please[bot]
41b518b955 chore(main): release 0.25.0 (#2218) 
🤖 I have created a release *beep* *boop*
---


##
[0.25.0](https://github.com/googleapis/genai-toolbox/compare/v0.24.0...v0.25.0)
(2026-01-08)


### Features

* Add `embeddingModel` support
([#2121](https://github.com/googleapis/genai-toolbox/issues/2121))
([9c62f31](9c62f313ff))
* Add `allowed-hosts` flag
([#2254](https://github.com/googleapis/genai-toolbox/issues/2254))
([17b41f6](17b41f6453))
* Add parameter default value to manifest
([#2264](https://github.com/googleapis/genai-toolbox/issues/2264))
([9d1feca](9d1feca108))
* **snowflake:** Add Snowflake Source and Tools
([#858](https://github.com/googleapis/genai-toolbox/issues/858))
([b706b5b](b706b5bc68))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use
IAM ([#2202](https://github.com/googleapis/genai-toolbox/issues/2202))
([731a32e](731a32e536))
* **sources/bigquery:** Make credentials scope configurable
([#2210](https://github.com/googleapis/genai-toolbox/issues/2210))
([a450600](a4506009b9))
* **sources/trino:** Add ssl verification options and fix docs example
([#2155](https://github.com/googleapis/genai-toolbox/issues/2155))
([4a4cf1e](4a4cf1e712))
* **tools/looker:** Add ability to set destination folder with
`make_look` and `make_dashboard`.
([#2245](https://github.com/googleapis/genai-toolbox/issues/2245))
([eb79339](eb793398cd))
* **tools/postgressql:** Add tool to list store procedure
([#2156](https://github.com/googleapis/genai-toolbox/issues/2156))
([cf0fc51](cf0fc515b5))
* **tools/postgressql:** Add Parameter `embeddedBy` config support
([#2151](https://github.com/googleapis/genai-toolbox/issues/2151))
([17b70cc](17b70ccaa7))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization
([#2281](https://github.com/googleapis/genai-toolbox/issues/2281))
([a779975](a7799757c9))
* **sources/cloudgda:** Add import for cloudgda source
([#2217](https://github.com/googleapis/genai-toolbox/issues/2217))
([7daa411](7daa4111f4))
* **tools/alloydb-wait-for-operation:** Fix connection message
generation
([#2228](https://github.com/googleapis/genai-toolbox/issues/2228))
([7053fbb](7053fbb195))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined
([#2265](https://github.com/googleapis/genai-toolbox/issues/2265))
([ef8f3b0](ef8f3b02f2))
* **tools/looker:** Looker client OAuth nil pointer error
([#2231](https://github.com/googleapis/genai-toolbox/issues/2231))
([268700b](268700bdbf))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2026-01-08 14:56:45 -08:00
Xie Yanbo
4d6f70b55e docs: clarify versioning in README (#2177) 
Update the README.md to explicitly define MAJOR, MINOR, and PATCH
increments for post-1.0.0 versioning, enhancing clarity and readability.

## Description

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

## PR Checklist

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

- [x] Make sure you reviewed

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

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [ ] 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: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-12-27 06:30:58 +00:00
release-please[bot]
f520b4ed8a chore(main): release 0.24.0 (#2162) 
🤖 I have created a release *beep* *boop*
---


##
[0.24.0](https://github.com/googleapis/genai-toolbox/compare/v0.23.0...v0.24.0)
(2025-12-19)


### Features

* **sources/cloud-gemini-data-analytics:** Add the Gemini Data Analytics
(GDA) integration for DB NL2SQL conversion to Toolbox
([#2181](https://github.com/googleapis/genai-toolbox/issues/2181))
([aa270b2](aa270b2630))
* **source/cloudsqlmysql:** Add support for IAM authentication in Cloud
SQL MySQL source
([#2050](https://github.com/googleapis/genai-toolbox/issues/2050))
([af3d3c5](af3d3c5204))
* **sources/oracle:** Add Oracle OCI and Wallet support
([#1945](https://github.com/googleapis/genai-toolbox/issues/1945))
([8ea39ec](8ea39ec32f))
* Support combining prebuilt and custom tool configurations
([#2188](https://github.com/googleapis/genai-toolbox/issues/2188))
([5788605](5788605818))
* **tools/mysql-get-query-plan:** Add new `mysql-get-query-plan` tool
for MySQL source
([#2123](https://github.com/googleapis/genai-toolbox/issues/2123))
([0641da0](0641da0353))


### Bug Fixes

* **spanner:** Move list graphs validation to runtime
([#2154](https://github.com/googleapis/genai-toolbox/issues/2154))
([914b3ee](914b3eefda))


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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-12-19 02:07:06 +00:00
release-please[bot]
466aef024f chore(main): release 0.23.0 (#2138) 
🤖 I have created a release *beep* *boop*
---


##
[0.23.0](https://github.com/googleapis/genai-toolbox/compare/v0.22.0...v0.23.0)
(2025-12-11)


### ⚠ BREAKING CHANGES

* **serverless-spark:** add URLs to create batch tool outputs
* **serverless-spark:** add URLs to list_batches output
* **serverless-spark:** add Cloud Console and Logging URLs to get_batch
* **tools/postgres:** Add additional filter params for existing postgres
tools ([#2033](https://github.com/googleapis/genai-toolbox/issues/2033))

### Features

* **tools/postgres:** Add list-table-stats-tool to list table
statistics.
([#2055](https://github.com/googleapis/genai-toolbox/issues/2055))
([78b02f0](78b02f08c3))
* **looker/tools:** Enhance dashboard creation with dashboard filters
([#2133](https://github.com/googleapis/genai-toolbox/issues/2133))
([285aa46](285aa46b88))
* **serverless-spark:** Add Cloud Console and Logging URLs to get_batch
([e29c061](e29c0616d6))
* **serverless-spark:** Add URLs to create batch tool outputs
([c6ccf4b](c6ccf4bd87))
* **serverless-spark:** Add URLs to list_batches output
([5605eab](5605eabd69))
* **sources/mariadb:** Add MariaDB source and MySQL tools integration
([#1908](https://github.com/googleapis/genai-toolbox/issues/1908))
([3b40fea](3b40fea25e))
* **tools/postgres:** Add additional filter params for existing postgres
tools ([#2033](https://github.com/googleapis/genai-toolbox/issues/2033))
([489117d](489117d747))
* **tools/postgres:** Add list_pg_settings, list_database_stats tools
for postgres
([#2030](https://github.com/googleapis/genai-toolbox/issues/2030))
([32367a4](32367a472f))
* **tools/postgres:** Add new postgres-list-roles tool
([#2038](https://github.com/googleapis/genai-toolbox/issues/2038))
([bea9705](bea9705450))


### Bug Fixes

* List tables tools null fix
([#2107](https://github.com/googleapis/genai-toolbox/issues/2107))
([2b45266](2b45266598))
* **tools/mongodb:** Removed sortPayload and sortParams
([#1238](https://github.com/googleapis/genai-toolbox/issues/1238))
([c5a6daa](c5a6daa768))


### Miscellaneous Chores
* **looker:** Upgrade to latest go sdk
([#2159](https://github.com/googleapis/genai-toolbox/issues/2159))
([78e015d](78e015d7df))
---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-12-11 22:26:26 +00:00
Twisha Bansal
26ead2ed78 docs: include npx method to run server (#2094) 
## 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: Averi Kitsch <akitsch@google.com>
Co-authored-by: Anubhav Dhawan <anubhavdhawan@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-12-11 18:25:12 +00:00
Anubhav Dhawan
18d0440f4e docs: separate Windows installation instructions for Command Prompt and PowerShell (#2097) 
## Description
Updates the Windows installation instructions in `README.md` and the
Hugo documentation to provide separate, clear steps for Command Prompt
and PowerShell.

## Before
<img width="1836" height="1054" alt="image"
src="https://github.com/user-attachments/assets/46856ba5-e99f-4ea1-b851-921c1f885c40"
/>

## After
<img width="1842" height="1046" alt="image"
src="https://github.com/user-attachments/assets/80212630-1233-496e-98d2-9039de8e4cd0"
/>
<img width="1858" height="1070" alt="image"
src="https://github.com/user-attachments/assets/348a879d-7337-41c1-8358-fbe341c80525"
/>
 2025-12-10 06:59:57 +00:00
release-please[bot]
cb4529cbaa chore(main): release 0.22.0 (#1997) 
🤖 I have created a release *beep* *boop*
---


##
[0.22.0](https://github.com/googleapis/genai-toolbox/compare/v0.21.0...v0.22.0)
(2025-12-04)


### Features

* Add allowed-origins flag
([#1984](https://github.com/googleapis/genai-toolbox/issues/1984))
([862868f](862868f284))
* **tools/postgres:** Add list-query-stats and get-column-cardinality
functions
([#1976](https://github.com/googleapis/genai-toolbox/issues/1976))
([9f76026](9f76026925))
* **tools/spanner:** Add spanner list graphs to prebuiltconfigs
([#2056](https://github.com/googleapis/genai-toolbox/issues/2056))
([0e7fbf4](0e7fbf465c))
* **prebuilt/cloud-sql:** Add clone instance tool for cloud sql
([#1845](https://github.com/googleapis/genai-toolbox/issues/1845))
([5e43630](5e43630907))
* **serverless-spark:** Add create_pyspark_batch tool
([1bf0b51](1bf0b51f03))
* **serverless-spark:** Add create_spark_batch tool
([17a9792](17a979207d))
* Support alternate accessToken header name
([#1968](https://github.com/googleapis/genai-toolbox/issues/1968))
([18017d6](18017d6545))
* Support for annotations
([#2007](https://github.com/googleapis/genai-toolbox/issues/2007))
([ac21335](ac21335f4e))
* **tool/mssql:** Set default host and port for MSSQL source
([#1943](https://github.com/googleapis/genai-toolbox/issues/1943))
([7a9cc63](7a9cc63376))
* **tools/cloudsqlpg:** Add CloudSQL PostgreSQL pre-check tool
([#1722](https://github.com/googleapis/genai-toolbox/issues/1722))
([8752e05](8752e05ab6))
* **tools/postgres-list-publication-tables:** Add new
postgres-list-publication-tables tool
([#1919](https://github.com/googleapis/genai-toolbox/issues/1919))
([f4b1f0a](f4b1f0a680))
* **tools/postgres-list-tablespaces:** Add new postgres-list-tablespaces
tool ([#1934](https://github.com/googleapis/genai-toolbox/issues/1934))
([5ad7c61](5ad7c6127b))
* **tools/spanner-list-graph:** Tool impl + docs + tests
([#1923](https://github.com/googleapis/genai-toolbox/issues/1923))
([a0f44d3](a0f44d34ea))


### Bug Fixes

* Add import for firebirdsql
([#2045](https://github.com/googleapis/genai-toolbox/issues/2045))
([fb7aae9](fb7aae9d35))
* Correct FAQ to mention HTTP tools
([#2036](https://github.com/googleapis/genai-toolbox/issues/2036))
([7b44237](7b44237d4a))
* Format BigQuery numeric output as decimal strings
([#2084](https://github.com/googleapis/genai-toolbox/issues/2084))
([155bff8](155bff80c1))
* Set default annotations for tools in code if annotation not provided
in yaml
([#2049](https://github.com/googleapis/genai-toolbox/issues/2049))
([565460c](565460c4ea))
* **tools/alloydb-postgres-list-tables:** Exclude google_ml schema from
list_tables
([#2046](https://github.com/googleapis/genai-toolbox/issues/2046))
([a03984c](a03984cc15))
* **tools/alloydbcreateuser:** Remove duplication of project praram
([#2028](https://github.com/googleapis/genai-toolbox/issues/2028))
([730ac6d](730ac6d228))
* **tools/mongodb:** Remove `required` tag from the `canonical` field
([#2099](https://github.com/googleapis/genai-toolbox/issues/2099))
([744214e](744214e04c))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-12-04 19:10:51 -05:00
Twisha Bansal
1e67810740 docs(toolbox-adk): Add quickstart for ADK JS SDK (#1862) 
## Description

## PR Checklist

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

- [x] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>
 2025-12-04 12:17:05 +05:30
Anubhav Dhawan
624d06e7ba docs: Fix binary install commands for windows users (#2012) 
This PR updates the documentation to fix installation commands
compatible with the standard Windows Command Prompt (`cmd.exe`). Earlier
it was targeted towards Powershell, which might not be used by many
users using a Windows machine.
 2025-11-21 10:01:57 -08:00
release-please[bot]
e81dfeaff5 chore(main): release 0.21.0 (#1957) 
🤖 I have created a release *beep* *boop*
---


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


### ⚠ BREAKING CHANGES

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


### Features

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


### Bug Fixes

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

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-11-19 13:38:09 -08:00
Yuan Teoh
735cb760ea docs: update long lines and tables (#1952) 
Update long lines and tables formatting in markdown doc files.
 2025-11-14 20:25:49 +00:00
release-please[bot]
5156db2621 chore(main): release 0.20.0 (#1921) 
🤖 I have created a release *beep* *boop*
---


##
[0.20.0](https://github.com/googleapis/genai-toolbox/compare/v0.19.1...v0.20.0)
(2025-11-14)


### Features

* Added prompt support for toolbox
([#1798](https://github.com/googleapis/genai-toolbox/issues/1798))
([cd56ea4](cd56ea44fb))
* **source/alloydb,
source/cloud-sql-postgres,source/cloud-sql-mysql,source/cloud-sql-mssql:**
Use project from env for alloydb and cloud sql control plane tools
([#1588](https://github.com/googleapis/genai-toolbox/issues/1588))
([12bdd95](12bdd95459))
* **source/mysql:** Set default host and port for MySQL source
([#1922](https://github.com/googleapis/genai-toolbox/issues/1922))
([2c228ef](2c228ef4f2))
* **source/Postgresql:** Set default host and port for Postgresql source
([#1927](https://github.com/googleapis/genai-toolbox/issues/1927))
([7e6e88a](7e6e88a21f))
* **tool/looker-generate-embed-url:** Adding generate embed url tool
([#1877](https://github.com/googleapis/genai-toolbox/issues/1877))
([ef63860](ef63860559))
* **tools/postgres:** Add `list_triggers`, `database_overview` tools for
postgres
([#1912](https://github.com/googleapis/genai-toolbox/issues/1912))
([a4c9287](a4c9287aec))
* **tools/postgres:** Add list_indexes, list_sequences tools for
postgres
([#1765](https://github.com/googleapis/genai-toolbox/issues/1765))
([897c63d](897c63dcea))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-11-13 17:37:01 -08:00
Twisha Bansal
cd56ea44fb feat: Added prompt support for toolbox (#1798) 
## Description

Added MCP prompt support in the toolbox server.

- No updates needed corresponding to
https://github.com/googleapis/genai-toolbox/pull/1828/files.

## PR Checklist

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

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

🛠️ Fixes https://github.com/googleapis/genai-toolbox/issues/1040

---------

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Co-authored-by: dishaprakash <57954147+dishaprakash@users.noreply.github.com>
Co-authored-by: Mend Renovate <bot@renovateapp.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
Co-authored-by: Anmol Shukla <shuklaanmol@google.com>
Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
Co-authored-by: Kurtis Van Gent <31518063+kurtisvg@users.noreply.github.com>
Co-authored-by: Dr. Strangelove <drstrangelove@google.com>
Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Dave Borowitz <dborowitz@google.com>
 2025-11-11 23:07:51 +05:30
release-please[bot]
cd8d68d464 chore(main): release 0.19.1 (#1901) 
🤖 I have created a release *beep* *boop*
---


##
[0.19.1](https://github.com/googleapis/genai-toolbox/compare/v0.19.0...v0.19.1)
(2025-11-07)


### ⚠ BREAKING CHANGES

* **tools/alloydbainl:** update AlloyDB AI NL statement order
([#1753](https://github.com/googleapis/genai-toolbox/issues/1753))
* **tools/bigquery-analyze-contribution:** Add allowed dataset support
([#1675](https://github.com/googleapis/genai-toolbox/issues/1675))
([ef28e39](ef28e39e90))
* **tools/bigquery-get-dataset-info:** add allowed dataset support
([#1654](https://github.com/googleapis/genai-toolbox/issues/1654))

### Features

* Support `excludeValues` for parameters
([#1818](https://github.com/googleapis/genai-toolbox/issues/1818))
([a8e98dc](a8e98dc99d))
* **elasticsearch:** Add Elasticsearch source and tools
([#1109](https://github.com/googleapis/genai-toolbox/issues/1109))
([5367285](5367285e91))
* **mindsdb:** Add MindsDB Source and Tools
([#878](https://github.com/googleapis/genai-toolbox/issues/878))
([1b2cca9](1b2cca9faa))
* **cloud-healthcare:** Add support for healthcare source, tool and
prebuilt config
([#1853](https://github.com/googleapis/genai-toolbox/issues/1853))
([1f833fb](1f833fb1a1))
* **singlestore:** Add SingleStore Source and Tools
([#1333](https://github.com/googleapis/genai-toolbox/issues/1333))
([40b9dba](40b9dbab08))
* **source/bigquery:** Add client cache for user-passed credentials
([#1119](https://github.com/googleapis/genai-toolbox/issues/1119))
([cf7012a](cf7012a82b))
* **source/bigquery:** Add service account impersonation support for
bigquery
([#1641](https://github.com/googleapis/genai-toolbox/issues/1641))
([e09d182](e09d182f88))
* **tools/bigquery-analyze-contribution:** Add allowed dataset support
([#1675](https://github.com/googleapis/genai-toolbox/issues/1675))
([ef28e39](ef28e39e90))
* **tools/bigquery-get-dataset-info:** Add allowed dataset support
([#1654](https://github.com/googleapis/genai-toolbox/issues/1654))
([a2006ad](a2006ad577))
* **tools/looker-run-dashboard:** New `run_dashboard` tool
([#1858](https://github.com/googleapis/genai-toolbox/issues/1858))
([30857c2](30857c2294))
* **tools/looker-run-look:** Modify run_look to show query origin
([#1860](https://github.com/googleapis/genai-toolbox/issues/1860))
([991e539](991e539f9c))
* **tools/looker:** Tools to retrieve the connections, schemas,
databases, and column metadata from a looker system.
([#1804](https://github.com/googleapis/genai-toolbox/issues/1804))
([d7d1b03](d7d1b03f3b))
* **tools/mongodb:** Make MongoDB tools' `filterParams` field optional
([#1614](https://github.com/googleapis/genai-toolbox/issues/1614))
([208ab92](208ab92eb3))
* **tools/neo4j-execute-cypher:** Add dry_run parameter to validate
Cypher queries
([#1769](https://github.com/googleapis/genai-toolbox/issues/1769))
([f475da6](f475da63ce))
* **tools/postgres-list-schemas:** Add new postgres-list-schemas tool
([#1741](https://github.com/googleapis/genai-toolbox/issues/1741))
([1a19cac](1a19cac7cd))
* **tools/postgres-list-views:** Add new postgres-list-views tool
([#1709](https://github.com/googleapis/genai-toolbox/issues/1709))
([e8c7fe0](e8c7fe0994))
* **tools/serverless-spark:** Add cancel-batch tool
([#1827](2881683226))
* **tools/serverless-spark:** Add get_batch tool
([#1783](7ad10720b4))
* **tools/serverless-spark:** Add serverless-spark source with
list_batches tool
([#1690](816dbce268))


### Bug Fixes

* Bigquery execute_sql to assign values to array
([#1884](https://github.com/googleapis/genai-toolbox/issues/1884))
([559e2a2](559e2a22e0))
* **cloudmonitoring:** Populate `authRequired` in tool manifest
([#1800](https://github.com/googleapis/genai-toolbox/issues/1800))
([954152c](954152c792))
* Update debug logs statements
([#1828](https://github.com/googleapis/genai-toolbox/issues/1828))
([3cff915](3cff915e22))
* Instructions to quote filters that include commas
([#1794](https://github.com/googleapis/genai-toolbox/issues/1794))
([4b01720](4b0172083c))
* **source/cloud-sql-mssql:** Remove `ipAddress` field
([#1822](https://github.com/googleapis/genai-toolbox/issues/1822))
([38d535d](38d535de34))
* **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order
([#1753](https://github.com/googleapis/genai-toolbox/issues/1753))
([9723cad](9723cadaa1))
* **tools/postgres-execute-sql:** Do not ignore SQL failure
([#1829](https://github.com/googleapis/genai-toolbox/issues/1829))
([8984287](898428759c))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-11-07 12:41:52 -08:00
Yuan Teoh
6e297ee9e9 Revert release 0.19.0 docs version update (#1898) 
Reverts googleapis/genai-toolbox#1781 docs version update
 2025-11-07 10:25:20 -08:00
release-please[bot]
78c4a8537e chore(main): release 0.19.0 (#1781) 
🤖 I have created a release *beep* *boop*
---


##
[0.19.0](https://github.com/googleapis/genai-toolbox/compare/v0.18.0...v0.19.0)
(2025-11-07)


### ⚠ BREAKING CHANGES

* **tools/alloydbainl:** update AlloyDB AI NL statement order
([#1753](https://github.com/googleapis/genai-toolbox/issues/1753))
* **tools/bigquery-get-dataset-info:** add allowed dataset support
([#1654](https://github.com/googleapis/genai-toolbox/issues/1654))

### Features

* Support `excludeValues` for parameters
([#1818](https://github.com/googleapis/genai-toolbox/issues/1818))
([a8e98dc](a8e98dc99d))
* **elasticsearch:** Add Elasticsearch source and tools
([#1109](https://github.com/googleapis/genai-toolbox/issues/1109))
([5367285](5367285e91))
* **mindsdb:** Add MindsDB Source and Tools
([#878](https://github.com/googleapis/genai-toolbox/issues/878))
([1b2cca9](1b2cca9faa))
* **cloud-healthcare:** Add support for healthcare source, tool and
prebuilt config
([#1853](https://github.com/googleapis/genai-toolbox/issues/1853))
([1f833fb](1f833fb1a1))
* **singlestore:** Add SingleStore Source and Tools
([#1333](https://github.com/googleapis/genai-toolbox/issues/1333))
([40b9dba](40b9dbab08))
* **source/bigquery:** Add client cache for user-passed credentials
([#1119](https://github.com/googleapis/genai-toolbox/issues/1119))
([cf7012a](cf7012a82b))
* **source/bigquery:** Add service account impersonation support for
bigquery
([#1641](https://github.com/googleapis/genai-toolbox/issues/1641))
([e09d182](e09d182f88))
* **tools/bigquery-analyze-contribution:** Add allowed dataset support
([#1675](https://github.com/googleapis/genai-toolbox/issues/1675))
([ef28e39](ef28e39e90))
* **tools/bigquery-get-dataset-info:** Add allowed dataset support
([#1654](https://github.com/googleapis/genai-toolbox/issues/1654))
([a2006ad](a2006ad577))
* **tools/looker-run-dashboard:** New `run_dashboard` tool
([#1858](https://github.com/googleapis/genai-toolbox/issues/1858))
([30857c2](30857c2294))
* **tools/looker-run-look:** Modify run_look to show query origin
([#1860](https://github.com/googleapis/genai-toolbox/issues/1860))
([991e539](991e539f9c))
* **tools/looker:** Tools to retrieve the connections, schemas,
databases, and column metadata from a looker system.
([#1804](https://github.com/googleapis/genai-toolbox/issues/1804))
([d7d1b03](d7d1b03f3b))
* **tools/mongodb:** Make MongoDB tools' `filterParams` field optional
([#1614](https://github.com/googleapis/genai-toolbox/issues/1614))
([208ab92](208ab92eb3))
* **tools/neo4j-execute-cypher:** Add dry_run parameter to validate
Cypher queries
([#1769](https://github.com/googleapis/genai-toolbox/issues/1769))
([f475da6](f475da63ce))
* **tools/postgres-list-schemas:** Add new postgres-list-schemas tool
([#1741](https://github.com/googleapis/genai-toolbox/issues/1741))
([1a19cac](1a19cac7cd))
* **tools/postgres-list-views:** Add new postgres-list-views tool
([#1709](https://github.com/googleapis/genai-toolbox/issues/1709))
([e8c7fe0](e8c7fe0994))
* **tools/serverless-spark:** Add cancel-batch tool
([2881683](2881683226))
* **tools/serverless-spark:** Add get_batch tool
([7ad1072](7ad10720b4))
* **tools/serverless-spark:** Add serverless-spark source with
list_batches tool
([816dbce](816dbce268))


### Bug Fixes

* Bigquery execute_sql to assign values to array
([#1884](https://github.com/googleapis/genai-toolbox/issues/1884))
([559e2a2](559e2a22e0))
* **cloudmonitoring:** Populate `authRequired` in tool manifest
([#1800](https://github.com/googleapis/genai-toolbox/issues/1800))
([954152c](954152c792))
* Update debug logs statements
([#1828](https://github.com/googleapis/genai-toolbox/issues/1828))
([3cff915](3cff915e22))
* Instructions to quote filters that include commas
([#1794](https://github.com/googleapis/genai-toolbox/issues/1794))
([4b01720](4b0172083c))
* **source/cloud-sql-mssql:** Remove `ipAddress` field
([#1822](https://github.com/googleapis/genai-toolbox/issues/1822))
([38d535d](38d535de34))
* **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order
([#1753](https://github.com/googleapis/genai-toolbox/issues/1753))
([9723cad](9723cadaa1))
* **tools/postgres-execute-sql:** Do not ignore SQL failure
([#1829](https://github.com/googleapis/genai-toolbox/issues/1829))
([8984287](898428759c))


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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-11-07 09:28:19 -08:00
Averi Kitsch
7e7b572bd2 docs: update architecture diagram (#1888) 
## Description

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

## PR Checklist

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

- [ ] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>
 2025-11-06 21:13:18 +00:00
dishaprakash
016c4c02d7 docs(tbadk): Add documentation for tbadk (#1846) 
## Description
This PR adds documentation for the new `tbadk` and it's usage with ADK
Go

## PR Checklist

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

- [x] Make sure you reviewed

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

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

🛠️ Fixes #<issue_number_goes_here>
 2025-11-06 14:47:17 +05:30
Wenxin Du
2b80be1c6a docs: add Gemini CLI Extensions links to readme (#1748) 
fix https://github.com/googleapis/genai-toolbox/issues/1730
 2025-11-04 17:38:24 +00:00
release-please[bot]
3ca58b1349 chore(main): release 0.18.0 (#1719) 
🤖 I have created a release *beep* *boop*
---


##
[0.18.0](https://github.com/googleapis/genai-toolbox/compare/v0.17.0...v0.18.0)
(2025-10-23)


### Features

* Support `allowedValues`, `escape`, `minValue` and `maxValue` for
parameters
([#1770](https://github.com/googleapis/genai-toolbox/issues/1770))
([eaf7740](eaf77406fd))
* **tools/looker:** Tools to allow the agent to retrieve, create,
modify, and delete LookML project files.
([#1673](https://github.com/googleapis/genai-toolbox/issues/1673))
([089081f](089081feb0))


### Bug Fixes

* **sources/mysql:** Escape mysql user agent
([#1707](https://github.com/googleapis/genai-toolbox/issues/1707))
([eeb694c](eeb694c20f))
* **sources/mysql:** Escape program_name for MySQL
([#1717](https://github.com/googleapis/genai-toolbox/issues/1717))
([02f7f8a](02f7f8af97))
* **tools/http:** Allow 2xx status code on tool invocation
([#1761](https://github.com/googleapis/genai-toolbox/issues/1761))
([a06d0d8](a06d0d8735))
* **tools/http:** Omit optional nil query parameters
([#1762](https://github.com/googleapis/genai-toolbox/issues/1762))
([bd16ba3](bd16ba3921))
* **tools/looker:** Looker file content calls should not use
url.QueryEscape
([#1758](https://github.com/googleapis/genai-toolbox/issues/1758))
([336de1b](336de1bd04))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-10-23 18:14:44 +00:00
gRedHeadphone
4976461056 chore(docs): Improve notes inside details tags in README (#1591) 
## Description

### before:

<img height="500" alt="image"
src="https://github.com/user-attachments/assets/3f63fece-d4cc-4353-9670-4cdb691f0eb8"
/>

### after:

<img height="500" alt="image"
src="https://github.com/user-attachments/assets/7df982fd-a08f-4c47-b40d-474f50bc73a4"
/>


## PR Checklist

- [x] Make sure you reviewed

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

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

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-10-17 16:12:13 +00:00
Anmol Shukla
a1a4278789 docs: updated genkit sample code and readme code for Go (#1655) 2025-10-14 00:38:39 +05:30
release-please[bot]
de19d520ad chore(main): release 0.17.0 (#1682) 
🤖 I have created a release *beep* *boop*
---


##
[0.17.0](https://github.com/googleapis/genai-toolbox/compare/v0.16.0...v0.17.0)
(2025-10-10)


### ⚠ BREAKING CHANGES

* **tools/bigquery-get-table-info:** add allowed dataset support
([#1093](https://github.com/googleapis/genai-toolbox/issues/1093))
* **tool/bigquery-list-dataset-ids:** add allowed datasets support
([#1573](https://github.com/googleapis/genai-toolbox/issues/1573))

### Features

* Add configs and workflows for docs versioning
([#1611](https://github.com/googleapis/genai-toolbox/issues/1611))
([21ac98b](21ac98bc06))
* Add metadata in MCP Manifest for Toolbox auth
([#1395](https://github.com/googleapis/genai-toolbox/issues/1395))
([0b3dac4](0b3dac4132))
* Add program name to MySQL connections
([#1617](https://github.com/googleapis/genai-toolbox/issues/1617))
([c4a22b8](c4a22b8d3b))
* **oracle:** Switch Oracle driver from godror to go-ora
([#1685](https://github.com/googleapis/genai-toolbox/issues/1685))
([8faf376](8faf37667e))
* **source/bigquery:** Add optional write mode config
([#1157](https://github.com/googleapis/genai-toolbox/issues/1157))
([63adc78](63adc78bea))
* **sources/alloydb,cloudsqlpg,cloudsqlmysql,cloudsqlmssql:** Support
PSC connection
([#1686](https://github.com/googleapis/genai-toolbox/issues/1686))
([9d2bf79](9d2bf79bec))
* **sources/mssql:** Add app name to MSSQL
([#1620](https://github.com/googleapis/genai-toolbox/issues/1620))
([1536d1f](1536d1fdab))
* **sources/oracle:** Add Oracle Source and Tool
([#1456](https://github.com/googleapis/genai-toolbox/issues/1456))
([3a19a50](3a19a50ff2))
* **tool/bigquery-list-dataset-ids:** Add allowed datasets support
([#1573](https://github.com/googleapis/genai-toolbox/issues/1573))
([1a44c67](1a44c671ec))
* **tools/bigquery-get-table-info:** Add allowed dataset support
([#1093](https://github.com/googleapis/genai-toolbox/issues/1093))
([acb205c](acb205ca47))
* **tools/dataform:** Add dataform compile tool
([#1470](https://github.com/googleapis/genai-toolbox/issues/1470))
([3be9b7b](3be9b7b3bd))
* **tools/looker:** Add support for pulse, vacuum and analyze audit and
performance functions on a Looker instance
([#1581](https://github.com/googleapis/genai-toolbox/issues/1581))
([5aed4e1](5aed4e136d))
* **tools/looker:** Enable access to the Conversational Analytics API
for Looker
([#1596](https://github.com/googleapis/genai-toolbox/issues/1596))
([2d5a93e](2d5a93e312))


### Bug Fixes

* Added google_ml_integration extension to use alloydb ai-nl support api
([#1445](https://github.com/googleapis/genai-toolbox/issues/1445))
([dbc477a](dbc477ab0f))
* Fix broken links
([#1625](https://github.com/googleapis/genai-toolbox/issues/1625))
([36c6584](36c658472c))
* Remove duplicated build type in Dockerfile
([#1598](https://github.com/googleapis/genai-toolbox/issues/1598))
([b43c945](b43c94575d))
* **source/bigquery:** Allowed datasets project id issue with client
oauth ([#1663](https://github.com/googleapis/genai-toolbox/issues/1663))
([f4cf486](f4cf486fa9))
* **sources/looker:** Allow Looker to be configured without setting a
Client Id or Secret
([#1496](https://github.com/googleapis/genai-toolbox/issues/1496))
([67d8221](67d8221a2e))
* **tools/looker:** Refactor run-inline-query logic to helper function
([#1497](https://github.com/googleapis/genai-toolbox/issues/1497))
([62af39d](62af39d751))
* **tools/mysql-list-tables:** Update sql query to resolve subquery
scope error
([#1629](https://github.com/googleapis/genai-toolbox/issues/1629))
([94e19d8](94e19d87e5))


### Miscellaneous Chores

* Release 0.17.0
([#1676](https://github.com/googleapis/genai-toolbox/issues/1676))
([7e22cb4](7e22cb455d))
* Release 0.17.0
([#1681](https://github.com/googleapis/genai-toolbox/issues/1681))
([18c92b5](18c92b51ab))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-10-10 16:34:23 -04:00
Wenxin Du
98f7ee2e36 docs: fix docs lint (#1677) 
fix docs lint for release
 2025-10-09 19:25:05 -04:00
Anubhav Dhawan
87b385b2b5 docs: Remove obsolete Homebrew entry in README TOC (#1594) 
Fixes https://github.com/googleapis/genai-toolbox/issues/1590

Removes the unused link for Homebrew users from the TOC in README.md.
 2025-09-29 09:33:42 -07:00
Anubhav Dhawan
d154370cef docs: Improve binary installation instructions for multiple platforms (#1576) 
# Overview
The previous installation instructions for the Toolbox binary only
provided a curl command for Linux AMD64 systems. This was confusing for
users on other platforms like macOS and Windows, who had to manually
figure out the correct download URL from the releases page.

This PR overhauls the installation process in both the `README.md` and
the official documentation site. It provides dedicated, copy-pasteable
commands for all major platforms and makes the download commands more
reliable.

# Changes
* Replaced the single, Linux-only installation command with a
multi-level tabbed/collapsible interface in both the `README.md` and the
official documentation.
* Added dedicated installation commands for multiple platforms,
including Windows (AMD64) that now using the native `Invoke-WebRequest`
in PowerShell.
* Updated all `curl` commands to include the `-L` flag.
* This makes the download more robust by automatically following any
HTTP redirects.

# Before
## `README.md`
<img width="1870" height="868" alt="image"
src="https://github.com/user-attachments/assets/28b714b5-1938-42cb-904b-3a4d61f1c56a"
/>

## Docsite
<img width="1728" height="788" alt="image"
src="https://github.com/user-attachments/assets/b63d579d-ce8f-4974-9860-1fee5a8d0dc7"
/>

# After
## `README.md`
<img width="1814" height="1082" alt="image"
src="https://github.com/user-attachments/assets/54985eaf-c721-4f11-86d2-cc027aeea0ad"
/>

## Docsite
<img width="2066" height="1112" alt="image"
src="https://github.com/user-attachments/assets/a07380b7-3b38-4b99-a95e-f942356f2200"
/>
 2025-09-29 12:22:16 +05:30
release-please[bot]
964a82eb08 chore(main): release 0.16.0 (#1530) 
🤖 I have created a release *beep* *boop*
---


##
[0.16.0](https://github.com/googleapis/genai-toolbox/compare/v0.15.0...v0.16.0)
(2025-09-25)


### ⚠ BREAKING CHANGES

* **tool/bigquery-execute-sql:** add allowed datasets support
([#1443](https://github.com/googleapis/genai-toolbox/issues/1443))
* **tool/bigquery-forecast:** add allowed datasets support
([#1412](https://github.com/googleapis/genai-toolbox/issues/1412))

### Features

* **cassandra:** Add Cassandra Source and Tool
([#1012](https://github.com/googleapis/genai-toolbox/issues/1012))
([6e42053](6e420534ee))
* **sources/postgres:** Add application_name
([#1504](https://github.com/googleapis/genai-toolbox/issues/1504))
([72a2366](72a2366b28))
* **tool/bigquery-execute-sql:** Add allowed datasets support
([#1443](https://github.com/googleapis/genai-toolbox/issues/1443))
([9501ebb](9501ebbdbc))
* **tool/bigquery-forecast:** Add allowed datasets support
([#1412](https://github.com/googleapis/genai-toolbox/issues/1412))
([88bac7e](88bac7e36f))
* **tools/clickhouse-list-tables:** Add list-tables tool
([#1446](https://github.com/googleapis/genai-toolbox/issues/1446))
([69a3caf](69a3cafabe))


### Bug Fixes

* **tool/mongodb-find:** Fix find tool `limit` field
([#1570](https://github.com/googleapis/genai-toolbox/issues/1570))
([4166bf7](4166bf7ab8))
* **tools/mongodb:** Concat filter params only once in mongodb update
tools ([#1545](https://github.com/googleapis/genai-toolbox/issues/1545))
([295f9dc](295f9dc41a))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-09-25 18:05:14 -07:00
Yuan Teoh
20cb43a249 docs: add gemini cli extensions (#1534) 
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-09-23 22:39:28 +00:00
release-please[bot]
c934d7adfd chore(main): release 0.15.0 (#1351) 
🤖 I have created a release *beep* *boop*
---


##
[0.15.0](https://github.com/googleapis/genai-toolbox/compare/v0.14.0...v0.15.0)
(2025-09-18)


### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](https://github.com/googleapis/genai-toolbox/issues/1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](https://github.com/googleapis/genai-toolbox/issues/1449))

### Features

* Add AlloyDB admin source
([#1369](https://github.com/googleapis/genai-toolbox/issues/1369))
([33beb71](33beb7187d))
* Add Cloud monitoring source and tool
([#1311](https://github.com/googleapis/genai-toolbox/issues/1311))
([d661f53](d661f5343f))
* Add YugabyteDB Source and Tool
([#732](https://github.com/googleapis/genai-toolbox/issues/732))
([664711f](664711f4b3))
* **prebuilt:** Update default values for prebuilt tools
([#1355](https://github.com/googleapis/genai-toolbox/issues/1355))
([70e832b](70e832bd08))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](https://github.com/googleapis/genai-toolbox/issues/1310))
([0171228](01712284b4))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](https://github.com/googleapis/genai-toolbox/issues/1453))
([a1bc044](a1bc04477b))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](https://github.com/googleapis/genai-toolbox/issues/1383))
([77919c7](77919c7d8e))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](https://github.com/googleapis/genai-toolbox/issues/1406))
([3a6b517](3a6b51752f))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](https://github.com/googleapis/genai-toolbox/issues/1454))
([e6a6c61](e6a6c615d5))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](https://github.com/googleapis/genai-toolbox/issues/1455))
([bf6266b](bf6266ba11))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](https://github.com/googleapis/genai-toolbox/issues/1440))
([b176523](b17652309d))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](https://github.com/googleapis/genai-toolbox/issues/1434))
([15b628d](15b628d2d2))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](https://github.com/googleapis/genai-toolbox/issues/1232))
([#1347](https://github.com/googleapis/genai-toolbox/issues/1347))
([0cd3f16](0cd3f16f87))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](https://github.com/googleapis/genai-toolbox/issues/1403))
([d302499](d30249961b))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](https://github.com/googleapis/genai-toolbox/issues/1474))
([1a42e05](1a42e05675))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](https://github.com/googleapis/genai-toolbox/issues/1318))
([4b32c2a](4b32c2a770))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](https://github.com/googleapis/genai-toolbox/issues/1352))
([f819e26](f819e26443))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](https://github.com/googleapis/genai-toolbox/issues/1425))
([236be89](236be89961))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](https://github.com/googleapis/genai-toolbox/issues/1473))
([edca9dc](edca9dc7d7))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](https://github.com/googleapis/genai-toolbox/issues/1227))
([681c2b4](681c2b4f3a))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](https://github.com/googleapis/genai-toolbox/issues/1448))
([9710014](971001400f))
* **source/bigquery:** Add support for datasets selection
([#1313](https://github.com/googleapis/genai-toolbox/issues/1313))
([aa39724](aa3972470f))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](https://github.com/googleapis/genai-toolbox/issues/1472))
([92680b1](92680b18d6))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](https://github.com/googleapis/genai-toolbox/issues/1441))
([56b6574](56b6574fc2))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](https://github.com/googleapis/genai-toolbox/issues/1408))
([4f46782](4f46782927))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](https://github.com/googleapis/genai-toolbox/issues/1306))
([3aef2bb](3aef2bb7be))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](https://github.com/googleapis/genai-toolbox/issues/1331))
([76bb876](76bb876d54))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](https://github.com/googleapis/genai-toolbox/issues/1379))
([091cd9a](091cd9aa1a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](https://github.com/googleapis/genai-toolbox/issues/1380))
([ab3fd26](ab3fd261af))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](https://github.com/googleapis/genai-toolbox/issues/1420))
([c181dab](c181dabc91))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](https://github.com/googleapis/genai-toolbox/issues/1435))
([f2d9e3b](f2d9e3b579))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](https://github.com/googleapis/genai-toolbox/issues/1436))
([677254e](677254e6d9))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](https://github.com/googleapis/genai-toolbox/issues/1319))
([d4a9eb0](d4a9eb0ce2))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](https://github.com/googleapis/genai-toolbox/issues/1357))
([93c1b30](93c1b30fce))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](https://github.com/googleapis/genai-toolbox/issues/1377))
([3a8a65c](3a8a65ceaa))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](https://github.com/googleapis/genai-toolbox/issues/1223))
([81d239b](81d239b053))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](https://github.com/googleapis/genai-toolbox/issues/1411))
([345bd6a](345bd6af52))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](https://github.com/googleapis/genai-toolbox/issues/1382))
([bffb39d](bffb39dea3))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](https://github.com/googleapis/genai-toolbox/issues/1431))
([fe2999a](fe2999a691))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](https://github.com/googleapis/genai-toolbox/issues/1274))
([e515d92](e515d9254f))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](https://github.com/googleapis/genai-toolbox/issues/1505))
([7450482](7450482bb2))
* **tools/firestore:** Add `firestore-query` tool
([#1305](https://github.com/googleapis/genai-toolbox/issues/1305))
([cce602f](cce602f280))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](https://github.com/googleapis/genai-toolbox/issues/1410))
([2036c8e](2036c8efd2))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](https://github.com/googleapis/genai-toolbox/issues/1433))
([b036047](b036047a21))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](https://github.com/googleapis/genai-toolbox/issues/1471))
([ed54cd6](ed54cd6cfd))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](https://github.com/googleapis/genai-toolbox/issues/1479))
([fe651d8](fe651d822f))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](https://github.com/googleapis/genai-toolbox/issues/1493))
([9eb821a](9eb821a6dc))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](https://github.com/googleapis/genai-toolbox/issues/1287))
([6c8460b](6c8460b0e5))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](https://github.com/googleapis/genai-toolbox/issues/1400))
([b2b06c7](b2b06c72c2))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](https://github.com/googleapis/genai-toolbox/issues/1284))
([71f360d](71f360d315))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](https://github.com/googleapis/genai-toolbox/issues/1404))
([7d384dc](7d384dc28f))


### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](https://github.com/googleapis/genai-toolbox/issues/1386))
([b5f9780](b5f9780a59))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](https://github.com/googleapis/genai-toolbox/issues/1494))
([30f1d3a](30f1d3a983))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](https://github.com/googleapis/genai-toolbox/issues/1468))
([6c140d7](6c140d718a))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](https://github.com/googleapis/genai-toolbox/issues/1381))
([80b7488](80b7488ad2))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](https://github.com/googleapis/genai-toolbox/issues/1439))
([da24661](da246610e1))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](https://github.com/googleapis/genai-toolbox/issues/1428))
([4babc4e](4babc4e11b))
---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-09-18 17:31:00 -07:00
Yuan Teoh
3d8a041782 docs: fix docs linting (#1520) 2025-09-18 16:30:46 -07:00
release-please[bot]
4f022b6700 chore(main): release 0.14.0 (#1261) 
🤖 I have created a release *beep* *boop*
---


##
[0.14.0](https://github.com/googleapis/genai-toolbox/compare/v0.13.0...v0.14.0)
(2025-09-05)


### ⚠ BREAKING CHANGES

* **bigquery:** Move `useClientOAuth` config from tool to source
([#1279](https://github.com/googleapis/genai-toolbox/issues/1279))
([8d20a48](8d20a48f13))
* **tools/bigquerysql:** remove `useClientOAuth` from tools config
([#1312](https://github.com/googleapis/genai-toolbox/issues/1312))

### Features

* **clickhouse:** Add ClickHouse Source and Tools
([#1088](https://github.com/googleapis/genai-toolbox/issues/1088))
([75a04a5](75a04a55dd))
* **prebuilt/alloydb-postgres:** Support ipType and IAM users
([#1324](https://github.com/googleapis/genai-toolbox/issues/1324))
([0b2121e](0b2121ea72))
* **server/mcp:** Support toolbox auth in mcp
([#1140](https://github.com/googleapis/genai-toolbox/issues/1140))
([ca353e0](ca353e0b66))
* **source/mysql:** Support `queryParams` in MySQL source
([#1299](https://github.com/googleapis/genai-toolbox/issues/1299))
([3ae2526](3ae2526e0f))
* **tools/bigquery:** Support end-user credential passthrough on
multiple BQ tools
([#1314](https://github.com/googleapis/genai-toolbox/issues/1314))
([88f4b30](88f4b3028d))
* **tools/looker:** Add description for looker-get-models tool
([#1266](https://github.com/googleapis/genai-toolbox/issues/1266))
([89af3a4](89af3a4ca3))
* **tools/looker:** Authenticate via end user credentials
([#1257](https://github.com/googleapis/genai-toolbox/issues/1257))
([8755e3d](8755e3db34))
* **tools/looker:** Report field suggestions to agent
([#1267](https://github.com/googleapis/genai-toolbox/issues/1267))
([2cad82e](2cad82e510))


### Bug Fixes

* Do not print usage on runtime error
([#1315](https://github.com/googleapis/genai-toolbox/issues/1315))
([afba7a5](afba7a57cd))
* Update env var to allow empty string
([#1260](https://github.com/googleapis/genai-toolbox/issues/1260))
([03aa9fa](03aa9fabac))
* **tools/firestore:** Add document/collection path validation
([#1229](https://github.com/googleapis/genai-toolbox/issues/1229))
([14c2249](14c224939a))
* **tools/looker-get-dashboards:** Fix Looker client OAuth check
([#1338](https://github.com/googleapis/genai-toolbox/issues/1338))
([36225aa](36225aa6db))
* **tools/oceanbase:** Fix encoded text with mysql driver
([#1283](https://github.com/googleapis/genai-toolbox/issues/1283))
([d16f89f](d16f89fbb6)),
closes [#1161](https://github.com/googleapis/genai-toolbox/issues/1161)

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-09-05 09:04:59 -07:00
Anushka Saxena
e929942b74 docs: update readme to clarify toolbox server run instructions (#1002) 
### Description

Update
[README.md](https://github.com/googleapis/genai-toolbox/blob/main/README.md#running-the-server)
to clarify Toolbox server run instructions for Binary, Docker, and
Source installations.

### Related issue(s)

Addresses and resolves #952

---------

Signed-off-by: Anushka Saxena <anushkasaxenaa@google.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-09-03 22:46:47 +00:00
release-please[bot]
1a6dfe8d37 chore(main): release 0.13.0 (#1175) 
🤖 I have created a release *beep* *boop*
---


##
[0.13.0](https://github.com/googleapis/genai-toolbox/compare/v0.12.0...v0.13.0)
(2025-08-27)


### ⚠ BREAKING CHANGES

* **prebuilt/alloydb:** Add bearer token support for
alloydb-wait-for-operation
([#1183](https://github.com/googleapis/genai-toolbox/issues/1183))


### Features

* Add capability to set default for environment variable in config
([#1248](https://github.com/googleapis/genai-toolbox/issues/1248))
([5bcd52e](5bcd52e7dc))
* **firebird:** Add Firebird SQL 2.5+ source and tool
([#1011](https://github.com/googleapis/genai-toolbox/issues/1011))
([4f6b806](4f6b806de9))
* **oceanbase:** Add Oceanbase source and tool
([#895](https://github.com/googleapis/genai-toolbox/issues/895))
([6fc4982](6fc49826d4))
* **server/mcp:** Support `ping` mechanism
([#1178](https://github.com/googleapis/genai-toolbox/issues/1178))
([5dcc66c](5dcc66c84f))
* **server:** Fail-fast on environment variable substitution
([#1177](https://github.com/googleapis/genai-toolbox/issues/1177))
([212aaba](212aaba74c))
* **server:** Implement Tool call auth error propagation
([#1235](https://github.com/googleapis/genai-toolbox/issues/1235))
([b94a021](b94a021ca1))
* **sources/bigquery:** Add support for user-credential passthrough
([#1067](https://github.com/googleapis/genai-toolbox/issues/1067))
([650e2e2](650e2e26f5))
* **tool/looker:** Add support for `description` field in looker tool
([#1199](https://github.com/googleapis/genai-toolbox/issues/1199))
([97f0dd2](97f0dd2acf))
* **tools/bigquery-ask-data-insights:** Add bigquery `ask-data-insights`
tool ([#932](https://github.com/googleapis/genai-toolbox/issues/932))
([7651357](7651357d42))
* **tools/bigquery-forecast:** Add bigqueryforecast tool
([#1148](https://github.com/googleapis/genai-toolbox/issues/1148))
([2ad0ccf](2ad0ccf83d))
* **tools/firestore-add-documents:** Add firestore-add-documents tool
([#1107](https://github.com/googleapis/genai-toolbox/issues/1107))
([ee4a70a](ee4a70a0e8))
* **tools/firestore-update-document:** Add firestore-update-document
tool ([#1191](https://github.com/googleapis/genai-toolbox/issues/1191))
([0010123](00101232a3))
* **tools/looker:** Control over whether hidden objects are surfaced
([#1222](https://github.com/googleapis/genai-toolbox/issues/1222))
([bc91559](bc91559cc4))
* **trino:** Add Trino source and tools
([#948](https://github.com/googleapis/genai-toolbox/issues/948))
([7dd123b](7dd123b3d7))


### Bug Fixes

* **tools/looker:** Lookergetdashboards uses proper Authorized helper
func ([#1255](https://github.com/googleapis/genai-toolbox/issues/1255))
([00866bc](00866bc7fc))
* **tools/mongodb-find-one:** ProjectPayload unmarshaling
([#1167](https://github.com/googleapis/genai-toolbox/issues/1167))
([8ea6a98](8ea6a98bd9))
* **tools/mysql:** Fix encoded text for mysql
([#1161](https://github.com/googleapis/genai-toolbox/issues/1161))
([a37cfa8](a37cfa841d)),
closes [#840](https://github.com/googleapis/genai-toolbox/issues/840)


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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-27 01:07:04 +00:00
Twisha Bansal
bf47b9c14c docs: clarify versioning pre 1.0.0 (#1184) 
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-20 10:10:09 +05:30
release-please[bot]
d19cfc1e7e chore(main): release 0.12.0 (#1085) 
🤖 I have created a release *beep* *boop*
---


##
[0.12.0](https://github.com/googleapis/genai-toolbox/compare/v0.11.0...v0.12.0)
(2025-08-14)


### Features

* **prebuiltconfig:** Introduce additional parameter to limit context in
list_tables
([#1151](https://github.com/googleapis/genai-toolbox/issues/1151))
([497d3b1](497d3b126d))
* **prebuiltconfig/alloydb-admin:** Add list cluster, instance and users
([#1126](https://github.com/googleapis/genai-toolbox/issues/1126))
([b42c139](b42c139158))
* **prebuiltconfig/alloydb-postgres:** Add tool to create user via Built
in user type or IAM
([#1130](https://github.com/googleapis/genai-toolbox/issues/1130))
([f5bcb9c](f5bcb9c755))
* **source/http:** Add User Agent to `http` invocations
([#1102](https://github.com/googleapis/genai-toolbox/issues/1102))
([6f55b78](6f55b78e96))
* **sources/postgres:** Add support for `queryParams`
([#1047](https://github.com/googleapis/genai-toolbox/issues/1047))
([7b57251](7b57251402)),
closes [#963](https://github.com/googleapis/genai-toolbox/issues/963)
* **tools/bigquery-execute-sql:** Add dry run support
([#1057](https://github.com/googleapis/genai-toolbox/issues/1057))
([1cac9b5](1cac9b5b37))
* **tools/dataplex-search-aspect-types:** Add support for
`dataplex-search-aspect-types` tool
([#1061](https://github.com/googleapis/genai-toolbox/issues/1061))
([d940187](d940187c85))
* **tools/looker:** Add `looker-make-look` tool to create Looks
([#1099](https://github.com/googleapis/genai-toolbox/issues/1099))
([61d9489](61d9489344))
* **tools/looker:** Add visualizations to `query-url` tool
([#1090](https://github.com/googleapis/genai-toolbox/issues/1090))
([5bf2758](5bf275846a))
* **tools/looker:** New Looker tools for dashboards
([#1118](https://github.com/googleapis/genai-toolbox/issues/1118))
([42be3f5](42be3f550c))
* **ui:** Add login with google button for automatic id token retrieval
([#1044](https://github.com/googleapis/genai-toolbox/issues/1044))
([d91bdfc](d91bdfcbdc))


### Bug Fixes

* Correct the capitalization of `map` manifests
([#1139](https://github.com/googleapis/genai-toolbox/issues/1139))
([0b0457c](0b0457c8e6))
* Remove unnecessary fields from `map` parameter manifests
([#1138](https://github.com/googleapis/genai-toolbox/issues/1138))
([fbe8c1a](fbe8c1a9c0))
* **tools/looker:** Add authorized invocation feature to all Looker
tools ([#1091](https://github.com/googleapis/genai-toolbox/issues/1091))
([3b1cce7](3b1cce72e7))
* Update ui info log to reflect port
([#1125](https://github.com/googleapis/genai-toolbox/issues/1125))
([6d691d5](6d691d582f))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-14 16:41:28 -07:00
release-please[bot]
a09f628b52 chore(main): release 0.11.0 (#1071) 
🤖 I have created a release *beep* *boop*
---


##
[0.11.0](https://github.com/googleapis/genai-toolbox/compare/v0.11.0...v0.11.0)
(2025-08-05)


### ⚠ BREAKING CHANGES

* **tools/bigquery-sql:** Ensure invoke always returns a non-null value
([#1020](https://github.com/googleapis/genai-toolbox/issues/1020))
([9af55b6](9af55b651d))
* **tools/bigquery-execute-sql:** Update the return messages
([#1034](https://github.com/googleapis/genai-toolbox/issues/1034))
([051e686](051e686476))

### Features

* Add TiDB source and tool
([#829](https://github.com/googleapis/genai-toolbox/issues/829))
([6eaf36a](6eaf36ac85))
* Interactive web UI for Toolbox
([#1065](https://github.com/googleapis/genai-toolbox/issues/1065))
([8749b03](8749b03003))
* **prebuiltconfigs/cloud-sql-postgres:** Introduce additional parameter
to limit context in list tables
([#1062](https://github.com/googleapis/genai-toolbox/issues/1062))
([c3a58e1](c3a58e1d16))
* **tools/looker-query-url:** Add support for `looker-query-url` tool
([#1015](https://github.com/googleapis/genai-toolbox/issues/1015))
([327ddf0](327ddf0439))
* **tools/dataplex-lookup-entry:** Add support for
`dataplex-lookup-entry` tool
([#1009](https://github.com/googleapis/genai-toolbox/issues/1009))
([5fa1660](5fa1660fc8))

### Bug Fixes

* **tools/bigquery,mssql,mysql,postgres,spanner,tidb:** Add query
logging to execute-sql tools
([#1069](https://github.com/googleapis/genai-toolbox/issues/1069))
([0527532]([0527532bd7))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-05 14:00:26 -07:00
Averi Kitsch
af3d791dea chore: roll back version (#1077) 2025-08-05 16:12:31 +00:00
release-please[bot]
8d0fa6783a chore(main): release 0.11.0 (#1000) 
🤖 I have created a release *beep* *boop*
---


##
[0.11.0](https://github.com/googleapis/genai-toolbox/compare/v0.10.0...v0.11.0)
(2025-08-04)


### ⚠ BREAKING CHANGES

* **tools/bigquery-sql:** Ensure invoke always returns a non-null value
([#1020](https://github.com/googleapis/genai-toolbox/issues/1020))
([9af55b6](9af55b651d))
* **tools/bigquery-execute-sql:** Update the return messages
([#1034](https://github.com/googleapis/genai-toolbox/issues/1034))
([051e686](051e686476))

### Features

* Add DuckDB source and tool
([#879](https://github.com/googleapis/genai-toolbox/pull/879))
([fd14933](fd149337e9))
* Add TiDB source and tool
([#829](https://github.com/googleapis/genai-toolbox/issues/829))
([6eaf36a](6eaf36ac85))
* Interactive web UI for Toolbox
([#1065](https://github.com/googleapis/genai-toolbox/issues/1065))
([8749b03](8749b03003))
* **tools/looker-query-url:** Add support for `looker-query-url` tool
([#1015](https://github.com/googleapis/genai-toolbox/issues/1015))
([327ddf0](327ddf0439))
* **tools/dataplex-lookup-entry:** Add support for
`dataplex-lookup-entry` tool
([#1009](https://github.com/googleapis/genai-toolbox/issues/1009))
([5fa1660](5fa1660fc8))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-04 19:11:17 -07:00
Yuan Teoh
90d4558a8e docs: update docs lint (#995) 2025-07-25 17:26:28 +00:00
Pranava B
8ff60ca430 feat: add homebrew installation support for toolbox (#936) 
Fixes #820 

- Added installation and upgrade support for toolbox via homebrew
-https://github.com/Homebrew/homebrew-core/pull/231149,
https://github.com/Homebrew/homebrew-core/pull/230590
- This PR updates the documentation files to include the same.

Install toolbox via homebrew with:
```
brew install mcp-toolbox
```

Start the server using the command:
```
toolbox --tools-file "tools.yaml"
```
 2025-07-25 14:17:22 +00:00
release-please[bot]
c45390e6f7 chore(main): release 0.10.0 (#886) 
🤖 I have created a release *beep* *boop*
---


##
[0.10.0](https://github.com/googleapis/genai-toolbox/compare/v0.9.0...v0.10.0)
(2025-07-25)


### Features

* Add `Map` parameters support
([#928](https://github.com/googleapis/genai-toolbox/issues/928))
([4468bc9](4468bc920b))
* Add Dataplex source and tool
([#847](https://github.com/googleapis/genai-toolbox/issues/847))
([30c16a5](30c16a559e))
* Add Looker source and tool
([#923](https://github.com/googleapis/genai-toolbox/issues/923))
([c67e01b](c67e01bcf9))
* Add support for null optional parameter
([#802](https://github.com/googleapis/genai-toolbox/issues/802))
([a817b12](a817b120ca)),
closes [#736](https://github.com/googleapis/genai-toolbox/issues/736)
* **prebuilt/alloydb-admin-config:** Add alloydb control plane as a
prebuilt config
([#937](https://github.com/googleapis/genai-toolbox/issues/937))
([0b28b72](0b28b72aa0))
* **prebuilt/mysql,prebuilt/mssql:** Add generic mysql and mssql
prebuilt tools
([#983](https://github.com/googleapis/genai-toolbox/issues/983))
([c600c30](c600c30374))
* **server/mcp:** Support MCP version 2025-06-18
([#898](https://github.com/googleapis/genai-toolbox/issues/898))
([313d3ca](313d3ca0d0))
* **sources/mssql:** Add support for encrypt connection parameter
([#874](https://github.com/googleapis/genai-toolbox/issues/874))
([14a868f](14a868f2a0))
* **sources/firestore:** Add Firestore as Source
([#786](https://github.com/googleapis/genai-toolbox/issues/786))
([2bb790e](2bb790e4f8))
* **sources/mongodb:** Add MongoDB Source
([#969](https://github.com/googleapis/genai-toolbox/issues/969))
([74dbd61](74dbd6124d))
* **tools/alloydb-wait-for-operation:** Add wait for operation tool with
exponential backoff
([#920](https://github.com/googleapis/genai-toolbox/issues/920))
([3f6ec29](3f6ec2944e))
* **tools/mongodb-aggregate:** Add MongoDB `aggregate` Tools
([#977](https://github.com/googleapis/genai-toolbox/issues/977))
([bd399bb](bd399bb0fb))
* **tools/mongodb-delete:** Add MongoDB `delete` Tools
([#974](https://github.com/googleapis/genai-toolbox/issues/974))
([78e9752](78e9752f62))
* **tools/mongodb-find:** Add MongoDB `find` Tools
([#970](https://github.com/googleapis/genai-toolbox/issues/970))
([a747475](a7474752d8))
* **tools/mongodb-insert:** Add MongoDB `insert` Tools
([#975](https://github.com/googleapis/genai-toolbox/issues/975))
([4c63f0c](4c63f0c1e4))
* **tools/mongodb-update:** Add MongoDB `update` Tools
([#972](https://github.com/googleapis/genai-toolbox/issues/972))
([dfde52c](dfde52ca9a))
* **tools/neo4j-execute-cypher:** Add neo4j-execute-cypher for Neo4j
sources ([#946](https://github.com/googleapis/genai-toolbox/issues/946))
([81d0505](81d05053b2))
* **tools/neo4j-schema:** Add neo4j-schema tool
([#978](https://github.com/googleapis/genai-toolbox/issues/978))
([be7db3d](be7db3dff2))
* **tools/wait:** Create wait for tool
([#885](https://github.com/googleapis/genai-toolbox/issues/885))
([ed5ef4c](ed5ef4caea))


### Bug Fixes

* Fix document preview pipeline for forked PRs
([#950](https://github.com/googleapis/genai-toolbox/issues/950))
([481cc60](481cc608ba))
* **prebuilt/firestore:** Mark database field as required in the
firestore prebuilt tools
([#959](https://github.com/googleapis/genai-toolbox/issues/959))
([15417d4](15417d4e0c))
* **prebuilt/cloud-sql-mssql:** Correct source reference for execute_sql
tool in cloud-sql-mssql.yaml prebuilt config
([#938](https://github.com/googleapis/genai-toolbox/issues/938))
([d16728e](d16728e5c6))
* **prebuilt/cloud-sql-mysql:** Update list_table tool
([#924](https://github.com/googleapis/genai-toolbox/issues/924))
([2083ba5](2083ba5048))
* Replace 'float' with 'number' in McpManifest
([#985](https://github.com/googleapis/genai-toolbox/issues/985))
([59e23e1](59e23e1725))
* **server/api:** Add logger to context in tool invoke handler
([#891](https://github.com/googleapis/genai-toolbox/issues/891))
([8ce311f](8ce311f256))
* **sources/looker:** Add agent tag to Looker API calls.
([#966](https://github.com/googleapis/genai-toolbox/issues/966))
([f55dd6f](f55dd6fcd0))
* **tools/bigquery-execute-sql:** Ensure invoke always returns a
non-null value
([#925](https://github.com/googleapis/genai-toolbox/issues/925))
([9a55b80](9a55b80482))
* **tools/mysqlsql:** Unmarshal json data from database during invoke
([#979](https://github.com/googleapis/genai-toolbox/issues/979))
([ccc3498](ccc3498cf0)),
closes [#840](https://github.com/googleapis/genai-toolbox/issues/840)

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-24 17:58:37 -07:00
dishaprakash
9aa6aa079d docs: Update sample for Genkit Go using tbgenkit package (#943) 
Previously code snippets were added to the README on how to use the new
Toolbox Go Core SDK.
Recently we have released a `tbgenkit` client-side package to make
integration with Genkit Go easier.
This PR updates the code snippet to use the newer package

---------

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-23 11:59:47 +05:30
Jack Wotherspoon
4dae5a6ed7 chore: add medium badge to README that links to Toolbox Publication (#897) 
Link to [Medium Publication for
Toolbox](https://medium.com/@mcp_toolbox) from badge.

<img width="819" height="216" alt="image"
src="https://github.com/user-attachments/assets/b6631c64-7bfa-4136-8b1c-3b29aeb118b3"
/>
 2025-07-15 11:52:29 -06:00
Jack Wotherspoon
0d1cadb245 chore: add docs readme badge and update discord to match style (#884) 
Adding badge that links to docs to make them more easily discoverable
from README.
 2025-07-14 10:54:02 -04:00
release-please[bot]
2b69700c5e chore(main): release 0.9.0 (#789) 
🤖 I have created a release *beep* *boop*
---


##
[0.9.0](https://github.com/googleapis/genai-toolbox/compare/v0.8.0...v0.9.0)
(2025-07-11)


### Features

* Dynamic reloading for toolbox config
([#800](https://github.com/googleapis/genai-toolbox/issues/800))
([4c240ac](4c240ac3c9))
* **sources/mysql:** Add queryTimeout support to MySQL source
([#830](https://github.com/googleapis/genai-toolbox/issues/830))
([391cb5b](391cb5bfe8))
* **tools/bigquery:** Add optional projectID parameter to bigquery tools
([#799](https://github.com/googleapis/genai-toolbox/issues/799))
([c6ab74c](c6ab74c5da))


### Bug Fixes

* Cleanup unassigned err log
([#857](https://github.com/googleapis/genai-toolbox/issues/857))
([c081ace](c081ace46b))
* Fix docs preview deployment pipeline
([#787](https://github.com/googleapis/genai-toolbox/issues/787))
([0a93b04](0a93b0482c))
* **tools:** Nil parameter error when arrays are used
([#801](https://github.com/googleapis/genai-toolbox/issues/801))
([2bdcc08](2bdcc0841a))
* Trigger reload on additional fsnotify operations
([#854](https://github.com/googleapis/genai-toolbox/issues/854))
([aa8dbec](aa8dbec970))

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

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-10 17:46:05 -07:00