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125 Commits

Author SHA1 Message Date
Anmol Shukla
4d59190fb4 Merge branch 'main' into sample-testing-strategy-go-test 2025-09-12 15:49:29 +05:30
Mend Renovate
ce736defb0 chore(deps): update module google.golang.org/genai to v1.24.0 (#1417) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[google.golang.org/genai](https://redirect.github.com/googleapis/go-genai)
| `v1.23.0` -> `v1.24.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/google.golang.org%2fgenai/v1.24.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/google.golang.org%2fgenai/v1.23.0/v1.24.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/go-genai (google.golang.org/genai)</summary>

###
[`v1.24.0`](https://redirect.github.com/googleapis/go-genai/releases/tag/v1.24.0)

[Compare
Source](https://redirect.github.com/googleapis/go-genai/compare/v1.23.0...v1.24.0)

##### Features

- \[Python] Implement async embedding batches for MLDev.
([f32fb26](f32fb26a12))
- Add labels to create tuning job config
([c13a2a5](c13a2a5f68))
- generate the function\_call class's converters
([995a3ac](995a3acc0a))
- Support Veo 2 Editing on Vertex
([7fd6940](7fd694074b))

##### Bug Fixes

- Enable `id` field in `FunctionCall` for Vertex AI.
([a3f3c2b](a3f3c2b37e))

</details>

---

### Configuration

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

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

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

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

---

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

---

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

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Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-09-12 05:24:00 +00:00
Yuan Teoh
38eae15e16 docs: fix broken links in python quickstart (#1427) 2025-09-11 14:17:38 -07:00
AnmolShukla2002
6cc8e11132 updated test script 2025-09-11 11:10:29 +05:30
Mend Renovate
36d79ef147 chore(deps): update module google.golang.org/genai to v1.23.0 (#1361) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[google.golang.org/genai](https://redirect.github.com/googleapis/go-genai)
| `v1.21.0` -> `v1.23.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/google.golang.org%2fgenai/v1.23.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/google.golang.org%2fgenai/v1.21.0/v1.23.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/go-genai (google.golang.org/genai)</summary>

###
[`v1.23.0`](https://redirect.github.com/googleapis/go-genai/releases/tag/v1.23.0)

[Compare
Source](https://redirect.github.com/googleapis/go-genai/compare/v1.22.0...v1.23.0)

##### Features

- Add resolution field for Gemini Developer API Veo 3 generation
([b6a989c](b6a989cdca))

###
[`v1.22.0`](https://redirect.github.com/googleapis/go-genai/releases/tag/v1.22.0)

[Compare
Source](https://redirect.github.com/googleapis/go-genai/compare/v1.21.0...v1.22.0)

##### Features

- add `sdkHttpResponse.headers` to \*Delete responses.
([ac0e763](ac0e7632e5))
- Add add\_watermark field for recontext\_image (Virtual Try-On, Product
Recontext)
([07b6f57](07b6f573b2))
- Add output\_gcs\_uri to Imagen upscale\_image
([c08d9f3](c08d9f35c3))
- Add VALIDATED mode into FunctionCallingConfigMode
([c282e79](c282e79bed))
- Add VideoGenerationReferenceType enum for generate\_videos
([635b825](635b825bed))
- refactor Go SDK to use pointers for optional parameters
([3ff328a](3ff328ac19))
- support tunings.cancel in the genai SDK for Python, Java, JS, and Go
([8c46fd2](8c46fd26e1))

</details>

---

### Configuration

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

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

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

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

---

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

---

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

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS45MS4xIiwidXBkYXRlZEluVmVyIjoiNDEuOTcuMTAiLCJ0YXJnZXRCcmFuY2giOiJtYWluIiwibGFiZWxzIjpbXX0=-->

Co-authored-by: Averi Kitsch <akitsch@google.com>
Co-authored-by: Anmol Shukla <shuklaanmol@google.com>
 2025-09-10 21:32:32 +05:30
Anmol Shukla
fcb35e89de Merge branch 'main' into sample-testing-strategy-go-test 2025-09-10 12:37:07 +05:30
Anmol Shukla
302faf2513 docs: updated google api key conf (#1398) 
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-09-10 12:24:19 +05:30
Mend Renovate
22cf228b88 chore(deps): update module github.com/googleapis/mcp-toolbox-sdk-go to v0.3.0 (#1360) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/googleapis/mcp-toolbox-sdk-go](https://redirect.github.com/googleapis/mcp-toolbox-sdk-go)
| `v0.2.0` -> `v0.3.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2fgoogleapis%2fmcp-toolbox-sdk-go/v0.3.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/github.com%2fgoogleapis%2fmcp-toolbox-sdk-go/v0.2.0/v0.3.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>googleapis/mcp-toolbox-sdk-go
(github.com/googleapis/mcp-toolbox-sdk-go)</summary>

###
[`v0.3.0`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-go/releases/tag/v0.3.0)

[Compare
Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-go/compare/v0.2.0...v0.3.0)

##### Features

- Add support for Map parameter type
([#&#8203;51](https://redirect.github.com/googleapis/mcp-toolbox-sdk-go/issues/51))
([c80d8d6](c80d8d6e2b))
- Add support for nested maps in generic map parameter
([#&#8203;61](https://redirect.github.com/googleapis/mcp-toolbox-sdk-go/issues/61))
([3b33c52](3b33c52150))

##### Miscellaneous Chores

- Release 0.3.0
([#&#8203;59](https://redirect.github.com/googleapis/mcp-toolbox-sdk-go/issues/59))
([a89adcf](a89adcf440))

</details>

---

### Configuration

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

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

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

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

---

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

---

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

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS45MS4xIiwidXBkYXRlZEluVmVyIjoiNDEuOTcuMTAiLCJ0YXJnZXRCcmFuY2giOiJtYWluIiwibGFiZWxzIjpbXX0=-->

Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-09-10 06:41:00 +00:00
AnmolShukla2002
1c76917e1c chore(testing): testcases for Go 2025-09-08 13:07:45 +05:30
Anmol Shukla
28333e5faf chore(testing): setup initial directory structure for Go (#1185) 2025-09-08 11:27:47 +05:30
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
Anmol Shukla
54d33fbd90 chore(testing): setup initial directory structure for JS (#1193) 2025-09-04 11:54:59 +05:30
Harsh Jha
d2978d5395 docs: rename quickstart functions (#1308) 2025-09-03 05:22:07 +00:00
Harsh Jha
f544e676ea chore: modify quickstart structure to support testing (#1186) 
Co-authored-by: Anmol Shukla <shuklaanmol@google.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-08-28 11:52:49 +05:30
Anmol Shukla
a21e68022b docs: renaming sample agent functions to a common name (#1244) 2025-08-28 11:07:51 +05:30
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
Dr. Strangelove
5bcd52e7dc feat: Add capability to set default for environment variable in config (#1248) 
Support `${ENV_VALUE:default_value}`

🛠️ Fixes #1001
 2025-08-26 20:28:55 +00:00
Anmol Shukla
6db9ad9389 docs: updated go-genai sample code (#1212) 
Fixes issue #1211

Co-authored-by: dishaprakash <57954147+dishaprakash@users.noreply.github.com>
 2025-08-26 20:58:05 +05:30
Harsh Jha
e376cce18c docs: add shortcode for including file regions (#1043) 
Introduces a new Hugo shortcode, `includeRegion`, to allow embedding
specific, tagged regions from source files directly into Markdown
content.

This helps maintain a single source of truth for code snippets and other
repeated content, such as setup instructions, preventing duplication and
simplifying updates across multiple quickstart guides.

Demo PR: https://github.com/googleapis/genai-toolbox/pull/1179

---------

Co-authored-by: Anmol Shukla <shuklaanmol@google.com>
 2025-08-22 06:24:50 +00:00
manuka rahul
7158d72d39 docs: add jsgenai tab in the quickstart js (#1037) 
Co-authored-by: Averi Kitsch <akitsch@google.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-08-21 16:16:25 +00:00
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
Ajaykumar Yadav
c65c11af24 docs: fix typos across docs (#1154) 
got some typos while reading the docs

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-08-14 21:42:04 +00:00
Twisha Bansal
e92fed63de docs: fix genkit module installation (#1155) 2025-08-14 12:44:01 +00:00
AlexTalreja
a020b7a041 docs(ui): add Toolbox UI login with google feature to docs (#1111) 
Add `Login with Google` feature to Toolbox docs
 2025-08-07 15:27:46 -07:00
Twisha Bansal
f6b15de8cd docs: fix js quickstart (#1104) 
Use the newly recommended `@langchain/google-genai` library to use
gemini API keys.
 2025-08-07 10:35:20 +00:00
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
Averi Kitsch
ecf9d65e8a docs: update architecture diagram (#1038) 2025-08-04 22:20:25 +00:00
AlexTalreja
8749b03003 feat: interactive web UI for Toolbox (#1065) 
Introduce Toolbox UI, which can be launched with the `--ui` flag. 

This initial version of Toolbox UI allows users to test Toolbox by
inspecting tools/toolsets, modifying parameters, managing headers, and
executing API calls.
 2025-08-04 11:47:38 -07:00
Twisha Bansal
330b14e518 docs: fix method name (#1042) 2025-07-31 10:29:32 +05:30
Averi Kitsch
a279d32c57 docs: add link checker and fix broken links (#1014) 2025-07-28 14:51:18 -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
Anushka Saxena
49b1562f73 docs: add llamaindex integration to js quickstart (#931) 
### Description

Enhance the [JavaScript
Quickstart](https://googleapis.github.io/genai-toolbox/getting-started/local_quickstart_js/)
by adding a new tab dedicated to integrating the MCP Toolbox with
LlamaIndex. This provides users with a direct, runnable example of how
to utilize Toolbox's capabilities within a LlamaIndex-powered LLM agent
for hotel search and booking operations.

The changes include:
- Addition of a new `LlamaIndex` tab in `docs/quickstarts/js-local.md`.
- Corresponding `hotelAgent.js` code snippet for LlamaIndex integration.

### Related Issue

This PR addresses and resolves #930.

---------

Signed-off-by: Anushka Saxena <anushka.saxena-it-2k19-05@iips.edu.in>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-07-22 16:20:33 +05:30
dishaprakash
480d76dfff docs: add Toolbox Go SDK quickstart (#941) 
docs: Add Toolbox Go SDK Quickstart
 2025-07-22 13:51:49 +05:30
Yuan Teoh
000831c15b docs: update transport protocol in mcp instructions (#893) 
Current default transport protocol shown in docs is using `sse`.
Updating to use `Streamable HTTP`.

Fixes #876
 2025-07-16 23:36:59 +00:00
Twisha Bansal
26bdba46ca docs: add links to quickstart (#888) 2025-07-15 11:47:59 +05:30
Nick Acosta
206bea4575 docs: update MCP inspector instructions (#867) 
This pr updates the docs, specifically the quickstart working with MCP
Inspector. The tool recently included a Session Token for Authorization
that can easily be missed, this updates the guide to make it easy to
find and use this Session Token

---------

Co-authored-by: Nick Acosta <nick.acosta@getcollate.io>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-14 20:11:28 +00:00
Harsh Jha
65843621c5 docs: Add JS SDK quickstart (#845) 
Co-authored-by: Anmol Shukla <shuklaanmol@google.com>
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
Co-authored-by: Twisha Bansal <twishabansal@google.com>
 2025-07-15 01:09:18 +05:30
Harsh Jha
6d27dabfb2 docs: add optional cloud setup section for Vertex AI (#790) 
Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
 2025-07-14 18:38:25 +05:30
dishaprakash
f312fc01b2 docs: Add Toolbox Go SDK snippets to the docsite (#851) 
This PR adds the Go SDK code snippets to the docsite, following the same
pattern as Python and JS.

The code snippets are for:
- Core usage
- LangChain Go
- Genkit Go
- Go GenAI
- OpenAI Go
 2025-07-14 02:28:45 +05:30
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
AlexTalreja
4c240ac3c9 feat: dynamic reloading for toolbox config (#800) 
Allow Toolbox server to automatically update when users modify their
tool configuration file(s), instead of requiring a restart.

This feature is automatically enabled, but can be turned off with the
flag `--disable-reload`.
 2025-07-08 17:28:12 -07:00
Twisha Bansal
648eede62b docs: add introduction snippets for JS SDK (#785) 
Using nested tabs in hugo is hard and flaky. So, we're using different
heading for the multiple languages here.
 2025-07-08 00:11:49 +05:30
release-please[bot]
f13e9635ba chore(main): release 0.8.0 (#689) 
🤖 I have created a release *beep* *boop*
---


##
[0.8.0](https://github.com/googleapis/genai-toolbox/compare/v0.7.0...v0.8.0)
(2025-07-02)


### ⚠ BREAKING CHANGES

* **postgres,mssql,cloudsqlmssql:** encode source connection url for
sources ([#727](https://github.com/googleapis/genai-toolbox/issues/727))

### Features

* Add support for multiple YAML configuration files
([#760](https://github.com/googleapis/genai-toolbox/issues/760))
([40679d7](40679d700e))
* Add support for optional parameters
([#617](https://github.com/googleapis/genai-toolbox/issues/617))
([4827771](4827771b78)),
closes [#475](https://github.com/googleapis/genai-toolbox/issues/475)
* **mcp:** Support MCP version 2025-03-26
([#755](https://github.com/googleapis/genai-toolbox/issues/755))
([474df57](474df57d62))
* **sources/http:** Support disable SSL verification for HTTP Source
([#674](https://github.com/googleapis/genai-toolbox/issues/674))
([4055b0c](4055b0c356))
* **tools/bigquery:** Add templateParameters field for bigquery
([#699](https://github.com/googleapis/genai-toolbox/issues/699))
([f5f771b](f5f771b0f3))
* **tools/bigtable:** Add templateParameters field for bigtable
([#692](https://github.com/googleapis/genai-toolbox/issues/692))
([1c06771](1c067715fa))
* **tools/couchbase:** Add templateParameters field for couchbase
([#723](https://github.com/googleapis/genai-toolbox/issues/723))
([9197186](9197186b8b))
* **tools/http:** Add support for HTTP Tool pathParams
([#726](https://github.com/googleapis/genai-toolbox/issues/726))
([fd300dc](fd300dc606))
* **tools/redis:** Add Redis Source and Tool
([#519](https://github.com/googleapis/genai-toolbox/issues/519))
([f0aef29](f0aef29b0c))
* **tools/spanner:** Add templateParameters field for spanner
([#691](https://github.com/googleapis/genai-toolbox/issues/691))
([075dfa4](075dfa47e1))
* **tools/sqlitesql:** Add templateParameters field for sqlitesql
([#687](https://github.com/googleapis/genai-toolbox/issues/687))
([75e254c](75e254c0a4))
* **tools/valkey:** Add Valkey Source and Tool
([#532](https://github.com/googleapis/genai-toolbox/issues/532))
([054ec19](054ec198b9))


### Bug Fixes

* **bigquery,mssql:** Fix panic on tools with array param
([#722](https://github.com/googleapis/genai-toolbox/issues/722))
([7a6644c](7a6644cf0c))
* **postgres,mssql,cloudsqlmssql:** Encode source connection url for
sources ([#727](https://github.com/googleapis/genai-toolbox/issues/727))
([67964d9](67964d939f)),
closes [#717](https://github.com/googleapis/genai-toolbox/issues/717)
* Set default value to field's type during unmarshalling
([#774](https://github.com/googleapis/genai-toolbox/issues/774))
([fafed24](fafed24858)),
closes [#771](https://github.com/googleapis/genai-toolbox/issues/771)
* **server/mcp:** Do not listen from port for stdio
([#719](https://github.com/googleapis/genai-toolbox/issues/719))
([d51dbc7](d51dbc759b)),
closes [#711](https://github.com/googleapis/genai-toolbox/issues/711)
* **tools/mysqlexecutesql:** Handle nil panic and connection leak in
Invoke ([#757](https://github.com/googleapis/genai-toolbox/issues/757))
([7badba4](7badba42ee))
* **tools/mysqlsql:** Handle nil panic and connection leak in invoke
([#758](https://github.com/googleapis/genai-toolbox/issues/758))
([cbb4a33](cbb4a33351))

---
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 <45984206+Yuan325@users.noreply.github.com>
 2025-07-02 09:30:33 -06:00
Yuan
c7fe3c7f38 docs: fix linting in docs (#749) 
Fix long lines and table column width lints in docs.
 2025-06-25 17:03:42 +00:00
Twisha Bansal
d8e2abe2dd fix: fix adk quickstart (#741) 2025-06-24 12:04:11 +05:30