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Anushka Saxena
bff528093d docs: add pre-built configurations for ide connection to toolbox using mcp (#962) 
### Description
To provide clear, accessible documentation for each of these pre-built
tools, add a new heading for `Pre-built Tools` under the "Available
Tools" section on each Source page.

###  Related Issues
Address and resolves #960

---------

Signed-off-by: Anushka Saxena <anushkasaxenaa@google.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-05 15:13:09 -07:00
Mend Renovate
34f78bd89d chore(deps): update module github.com/redis/go-redis/v9 to v9.12.0 (#1078) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/redis/go-redis/v9](https://redirect.github.com/redis/go-redis)
| `v9.11.0` -> `v9.12.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2fredis%2fgo-redis%2fv9/v9.12.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/github.com%2fredis%2fgo-redis%2fv9/v9.11.0/v9.12.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>redis/go-redis (github.com/redis/go-redis/v9)</summary>

###
[`v9.12.0`](https://redirect.github.com/redis/go-redis/releases/tag/v9.12.0):
9.12.0

[Compare
Source](https://redirect.github.com/redis/go-redis/compare/v9.11.0...v9.12.0)

#### 🚀 Highlights

- This release includes support for [Redis
8.2](https://redis.io/docs/latest/operate/oss_and_stack/stack-with-enterprise/release-notes/redisce/redisos-8.2-release-notes/).
- Introduces an experimental Query Builders for `FTSearch`,
`FTAggregate` and other search commands.
- Adds support for `EPSILON` option in `FT.VSIM`.
- Includes bug fixes and improvements contributed by the community
related to ring and
[redisotel](https://redirect.github.com/redis/go-redis/tree/master/extra/redisotel).

#### Changes

- Improve stale issue workflow
([#&#8203;3458](https://redirect.github.com/redis/go-redis/pull/3458))
- chore(ci): Add 8.2 rc2 pre build for CI
([#&#8203;3459](https://redirect.github.com/redis/go-redis/pull/3459))
- Added new stream commands
([#&#8203;3450](https://redirect.github.com/redis/go-redis/pull/3450))
- feat: Add "skip\_verify" to Sentinel
([#&#8203;3428](https://redirect.github.com/redis/go-redis/pull/3428))
- fix: `errors.Join` requires Go 1.20 or later
([#&#8203;3442](https://redirect.github.com/redis/go-redis/pull/3442))
- DOC-4344 document quickstart examples
([#&#8203;3426](https://redirect.github.com/redis/go-redis/pull/3426))
- feat(bitop): add support for the new bitop operations
([#&#8203;3409](https://redirect.github.com/redis/go-redis/pull/3409))

#### 🚀 New Features

- feat: recover addIdleConn may occur panic
([#&#8203;2445](https://redirect.github.com/redis/go-redis/pull/2445))
- feat(ring): specify custom health check func via HeartbeatFn option
([#&#8203;2940](https://redirect.github.com/redis/go-redis/pull/2940))
- Add Query Builder for RediSearch commands
([#&#8203;3436](https://redirect.github.com/redis/go-redis/pull/3436))
- add configurable buffer sizes for Redis connections
([#&#8203;3453](https://redirect.github.com/redis/go-redis/pull/3453))
- Add VAMANA vector type to RediSearch
([#&#8203;3449](https://redirect.github.com/redis/go-redis/pull/3449))
- VSIM add `EPSILON` option
([#&#8203;3454](https://redirect.github.com/redis/go-redis/pull/3454))
- Add closing support to otel metrics instrumentation
([#&#8203;3444](https://redirect.github.com/redis/go-redis/pull/3444))

#### 🐛 Bug Fixes

- fix(redisotel): fix buggy append in reportPoolStats
([#&#8203;3122](https://redirect.github.com/redis/go-redis/pull/3122))
- fix(search): return results even if doc is empty
([#&#8203;3457](https://redirect.github.com/redis/go-redis/pull/3457))
- \[ISSUE-3402]: Ring.Pipelined return dial timeout error
([#&#8203;3403](https://redirect.github.com/redis/go-redis/pull/3403))

#### 🧰 Maintenance

- Merges stale issues jobs into one job with two steps
([#&#8203;3463](https://redirect.github.com/redis/go-redis/pull/3463))
- improve code readability
([#&#8203;3446](https://redirect.github.com/redis/go-redis/pull/3446))
- chore(release): 9.12.0-beta.1
([#&#8203;3460](https://redirect.github.com/redis/go-redis/pull/3460))
- DOC-5472 time series doc examples
([#&#8203;3443](https://redirect.github.com/redis/go-redis/pull/3443))
- Add VAMANA compression algorithm tests
([#&#8203;3461](https://redirect.github.com/redis/go-redis/pull/3461))
- bumped redis 8.2 version used in the CI/CD
([#&#8203;3451](https://redirect.github.com/redis/go-redis/pull/3451))

#### Contributors

We'd like to thank all the contributors who worked on this release!


[@&#8203;andy-stark-redis](https://redirect.github.com/andy-stark-redis),
[@&#8203;cxljs](https://redirect.github.com/cxljs),
[@&#8203;elena-kolevska](https://redirect.github.com/elena-kolevska),
[@&#8203;htemelski-redis](https://redirect.github.com/htemelski-redis),
[@&#8203;jouir](https://redirect.github.com/jouir),
[@&#8203;monkey92t](https://redirect.github.com/monkey92t),
[@&#8203;ndyakov](https://redirect.github.com/ndyakov),
[@&#8203;ofekshenawa](https://redirect.github.com/ofekshenawa),
[@&#8203;rokn](https://redirect.github.com/rokn),
[@&#8203;smnvdev](https://redirect.github.com/smnvdev),
[@&#8203;strobil](https://redirect.github.com/strobil) and
[@&#8203;wzy9607](https://redirect.github.com/wzy9607)

#### New Contributors

- [@&#8203;htemelski-redis](https://redirect.github.com/htemelski-redis)
made their first contribution in
[#&#8203;3409](https://redirect.github.com/redis/go-redis/pull/3409)
- [@&#8203;smnvdev](https://redirect.github.com/smnvdev) made their
first contribution in
[#&#8203;3403](https://redirect.github.com/redis/go-redis/pull/3403)
- [@&#8203;rokn](https://redirect.github.com/rokn) made their first
contribution in
[#&#8203;3444](https://redirect.github.com/redis/go-redis/pull/3444)

</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

---

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View the [repository job
log](https://developer.mend.io/github/googleapis/genai-toolbox).

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Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-05 15:00:26 -07:00
Mend Renovate
000d6ada38 chore(deps): update module cloud.google.com/go/spanner to v1.84.0 (#1073) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[cloud.google.com/go/spanner](https://redirect.github.com/googleapis/google-cloud-go)
| `v1.83.0` -> `v1.84.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/cloud.google.com%2fgo%2fspanner/v1.84.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/cloud.google.com%2fgo%2fspanner/v1.83.0/v1.84.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### 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:eyJjcmVhdGVkSW5WZXIiOiI0MS41MS4xIiwidXBkYXRlZEluVmVyIjoiNDEuNTEuMSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-05 14:48:18 -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>
v0.11.0 		2025-08-05 14:00:26 -07:00
Yuan Teoh
80a8ebfa0b chore: release 0.11.0 (#1082) 
Release-As: 0.11.0
 2025-08-05 20:17:01 +00:00
Yuan Teoh
0588e178d6 chore: include new docs in release please config (#1070) 2025-08-05 19:09:30 +00:00
Averi Kitsch
f80f18aaf6 ci(schedule_reporter): add continuous release to failure notification (#1080) 2025-08-05 11:56:35 -07:00
Averi Kitsch
f79cdd6144 revert: 'feat: add support for DuckDB' (#1079) 
DuckDB requires an overhaul of the build system, see
https://github.com/marcboeker/go-duckdb/issues/94
 2025-08-05 11:44:52 -07:00
prernakakkar-google
c3a58e1d16 feat(prebuiltconfigs/cloud-sql-postgres): Introduce additional parameter to limit context in list tables (#1062) 2025-08-05 17:13:03 +00:00
Twisha Bansal
c7b443d94a docs: update alloydb ai nl docs to enable parameterized_views (#1074) 
Clarifies fix for
https://github.com/googleapis/genai-toolbox/issues/1041
 2025-08-05 21:55:01 +05:30
Averi Kitsch
af3d791dea chore: roll back version (#1077) 2025-08-05 16:12:31 +00:00
Wenxin Du
0527532bd7 feat(tools/bigquery,mssql,mysql,postgres,spanner,tidb): Add query logging to execute-sql tools (#1069) 
fix: https://github.com/googleapis/genai-toolbox/issues/1052
 2025-08-05 03:01:19 +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
Dr. Strangelove
8da5a8f68d refactor(tools/looker): dedup code into helper functions (#1053) 
Refactoring code in the Looker tools as suggested by Gemini

---------

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-04 16:51:31 -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
prernakakkar-google
bfabcf826e docs: Redirect alloydb pages to cgc (#1064) 2025-08-04 10:53:45 -07:00
Yuan Teoh
e843f73079 chore(server/mcp): update to accept other json content type request (#1049) 
Toolbox MCP endpoint to accept request of multiple content type
according to the json schema
(https://www.jsonrpc.org/historical/json-rpc-over-http.html#http-header)

Toolbox endpoints only accept `Content-Type: application/json`. Update
to accept `Content-Type: application/json-rpc` and
`Content-Type:application/jsonrequest` as well.

Fixes #1004
 2025-08-02 08:04:46 +00:00
Cheese
6eaf36ac85 feat: support tidb in data source, sql tool, and execute sql tool (#829) 
This PR supports TiDB in:

1. sources - tidb: As a data source;
2. tools - tidb - tidbsql: As a prepared SQL running tool;
3. tools - tidb - tidbexecutesql: As an arbitrary SQL running tool (for
development purposes).

And its corresponding docs.

---------

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Co-authored-by: Yuan Teoh <yuanteoh@google.com>
 2025-08-02 00:54:22 -07:00
Huan Chen
051e686476 fix(tools/bigquery-execute-sql): update the return messages (#1034) 
Updated return message to make sure all cases are covered.
 2025-08-01 14:39:16 -07:00
Huan Chen
9af55b651d fix(tools/bigquery-sql): ensure invoke always returns a non-null value (#1020) 
This is to make bigquery-sql consistent with bigquery-execute-sql. May
not be necessary to have.

- Added a dry run step to identify the query type (e.g., SELECT, DML),
which allows the tool to correctly handle the query's output.
- The recommended high-level client, cloud.google.com/go/bigquery, does
not expose the statement type from a dry run. To circumvent this
limitation, the low-level BigQuery REST API client
(google.golang.org/api/bigquery/v2) was added to gain access to these
necessary details.

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-08-01 14:16:57 -07:00
Anuj Jhunjhunwala
5fa1660fc8 feat(tools/dataplex-lookup-entry): Add support for dataplex-lookup-entry tool (#1009) 
Added support for lookup entry tool in Dataplex.
Fixes #997

---------

Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-08-01 15:18:56 -04:00
Yuan Teoh
d9ee17d2c7 chore(sources/duckdb): run lint (#1048) 2025-08-01 09:15:57 -07:00
Mend Renovate
f693f75f38 chore(deps): update module google.golang.org/api to v0.244.0 (#1039) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[google.golang.org/api](https://redirect.github.com/googleapis/google-api-go-client)
| `v0.243.0` -> `v0.244.0` |
[![age](https://developer.mend.io/api/mc/badges/age/go/google.golang.org%2fapi/v0.244.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/google.golang.org%2fapi/v0.243.0/v0.244.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

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

###
[`v0.244.0`](https://redirect.github.com/googleapis/google-api-go-client/releases/tag/v0.244.0)

[Compare
Source](https://redirect.github.com/googleapis/google-api-go-client/compare/v0.243.0...v0.244.0)

##### Features

- **all:** Auto-regenerate discovery clients
([#&#8203;3241](https://redirect.github.com/googleapis/google-api-go-client/issues/3241))
([2c20485](2c204857ee))
- **all:** Auto-regenerate discovery clients
([#&#8203;3243](https://redirect.github.com/googleapis/google-api-go-client/issues/3243))
([cac72a1](cac72a1458))
- **all:** Auto-regenerate discovery clients
([#&#8203;3244](https://redirect.github.com/googleapis/google-api-go-client/issues/3244))
([e6b1c87](e6b1c8715f))
- **all:** Auto-regenerate discovery clients
([#&#8203;3245](https://redirect.github.com/googleapis/google-api-go-client/issues/3245))
([2c1ff18](2c1ff18dfc))
- **all:** Auto-regenerate discovery clients
([#&#8203;3247](https://redirect.github.com/googleapis/google-api-go-client/issues/3247))
([09e5c07](09e5c0743d))
- **all:** Auto-regenerate discovery clients
([#&#8203;3249](https://redirect.github.com/googleapis/google-api-go-client/issues/3249))
([214eb4e](214eb4ea56))
- **all:** Auto-regenerate discovery clients
([#&#8203;3250](https://redirect.github.com/googleapis/google-api-go-client/issues/3250))
([ce50789](ce50789a30))
- **all:** Auto-regenerate discovery clients
([#&#8203;3251](https://redirect.github.com/googleapis/google-api-go-client/issues/3251))
([e5c3e18](e5c3e1801e))

</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:eyJjcmVhdGVkSW5WZXIiOiI0MS40My41IiwidXBkYXRlZEluVmVyIjoiNDEuNDYuMyIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==-->
 2025-07-31 21:18:09 +00:00
Dr. Strangelove
327ddf0439 feat: new tool - looker-query-url (#1015) 2025-07-31 17:45:45 +00:00
Twisha Bansal
330b14e518 docs: fix method name (#1042) 2025-07-31 10:29:32 +05:30
Shobhit Singh
5bdab8c83b fix: template paramaters link in bigquery-sql tool (#1032) 2025-07-31 02:57:09 +00:00
Mend Renovate
dbf355d31a chore(deps): update module modernc.org/sqlite to v1.38.2 (#1006) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [modernc.org/sqlite](https://gitlab.com/cznic/sqlite) | `v1.38.0` ->
`v1.38.2` |
[![age](https://developer.mend.io/api/mc/badges/age/go/modernc.org%2fsqlite/v1.38.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/go/modernc.org%2fsqlite/v1.38.0/v1.38.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>cznic/sqlite (modernc.org/sqlite)</summary>

###
[`v1.38.2`](https://gitlab.com/cznic/sqlite/compare/v1.38.1...v1.38.2)

[Compare
Source](https://gitlab.com/cznic/sqlite/compare/v1.38.1...v1.38.2)

###
[`v1.38.1`](https://gitlab.com/cznic/sqlite/compare/v1.38.0...v1.38.1)

[Compare
Source](https://gitlab.com/cznic/sqlite/compare/v1.38.0...v1.38.1)

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Mend Renovate
3bdb12f7a7 chore(deps): update module github.com/marcboeker/go-duckdb/v2 to v2.3.4 (#1029) 
This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[github.com/marcboeker/go-duckdb/v2](https://redirect.github.com/marcboeker/go-duckdb)
| `v2.3.3` -> `v2.3.4` |
[![age](https://developer.mend.io/api/mc/badges/age/go/github.com%2fmarcboeker%2fgo-duckdb%2fv2/v2.3.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
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|

---

### Release Notes

<details>
<summary>marcboeker/go-duckdb
(github.com/marcboeker/go-duckdb/v2)</summary>

###
[`v2.3.4`](https://redirect.github.com/marcboeker/go-duckdb/compare/v2.3.3...v2.3.4)

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 2025-07-30 01:29:06 +00:00
Pranava B
fd149337e9 feat: add support for DuckDB (#879) 
Fixes #861 
This PR adds support for DuckDB which is a free, open-source, embedded,
in-process, relational database management system (RDBMS) designed for
analytical processing (OLAP)

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-07-29 14:31:22 -07:00
Averi Kitsch
c1305b5ab4 chore: remove link checker due to flakiness (#1027) 2025-07-29 13:19:52 -07:00
Averi Kitsch
3003b45256 chore: Update blunderbuss.yml (#1026) 2025-07-29 13:00:40 -07:00
Mend Renovate
1a5fda34b1 chore(deps): update actions/checkout action to v4 (#1018) 
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [actions/checkout](https://redirect.github.com/actions/checkout) |
action | major | `v2` -> `v4` |

---

### Release Notes

<details>
<summary>actions/checkout (actions/checkout)</summary>

###
[`v4`](https://redirect.github.com/actions/checkout/blob/HEAD/CHANGELOG.md#v422)

[Compare
Source](https://redirect.github.com/actions/checkout/compare/v3...v4)

- `url-helper.ts` now leverages well-known environment variables by
[@&#8203;jww3](https://redirect.github.com/jww3) in
[https://github.com/actions/checkout/pull/1941](https://redirect.github.com/actions/checkout/pull/1941)
- Expand unit test coverage for `isGhes` by
[@&#8203;jww3](https://redirect.github.com/jww3) in
[https://github.com/actions/checkout/pull/1946](https://redirect.github.com/actions/checkout/pull/1946)

###
[`v3`](https://redirect.github.com/actions/checkout/blob/HEAD/CHANGELOG.md#v360)

[Compare
Source](https://redirect.github.com/actions/checkout/compare/v2...v3)

- [Fix: Mark test scripts with Bash'isms to be run via
Bash](https://redirect.github.com/actions/checkout/pull/1377)
- [Add option to fetch tags even if fetch-depth >
0](https://redirect.github.com/actions/checkout/pull/579)

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 2025-07-28 16:19:15 -07:00
Mend Renovate
3353085265 chore(deps): pin dependencies (#1017) 
This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
|
[JustinBeckwith/linkinator-action](https://redirect.github.com/JustinBeckwith/linkinator-action)
| action | pinDigest | -> `3d5ba09` |
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 2025-07-28 15:35:53 -07:00
Averi Kitsch
a279d32c57 docs: add link checker and fix broken links (#1014) 2025-07-28 14:51:18 -07:00
Dr. Strangelove
0568423e33 docs: Fix looker source links from looker tools. (#1013) 
The relative links to the Looker source documentation page weren't
resolving correctly on the documentation website.

I updated the links in all of the Looker tool markdown files to use a
different relative path that should be correctly interpreted by the Hugo
static site generator. I changed the link from `../sources/looker.md` to
`../../sources/looker/`.

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
 2025-07-28 09:18:01 -07:00
Matt Cornillon
92845c943a docs(samples): Adding AlloyDB samples (#987) 
Co-authored-by: Matt Cornillon <cornillon@google.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-07-25 11:38:19 -07:00
Yuan Teoh
90d4558a8e docs: update docs lint (#995) 2025-07-25 17:26:28 +00:00
prernakakkar-google
7791c6f87e docs: Minor documentation fixes for AlloyDB Admin API using MCP (#1003) 2025-07-25 09:17:55 -07:00
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>
v0.10.0 		2025-07-24 17:58:37 -07:00
nester-neo4j
be7db3dff2 feat(tools/neo4j-schema): add neo4j-schema tool (#978) 
This pull request introduces a new tool, `neo4j-schema`, for extracting
and processing comprehensive schema information from Neo4j databases. It
includes updates to the documentation, implementation of caching
mechanisms, helper utilities for schema transformation, and
corresponding unit tests. The most important changes are grouped by
theme below:

### Tool Integration:
- **`cmd/root.go`**: Added import for the new `neo4j-schema` tool to
integrate it into the application.

### Documentation:
- **`docs/en/resources/tools/neo4j/neo4j-schema.md`**: Added detailed
documentation for the `neo4j-schema` tool, describing its functionality,
caching behavior, and usage examples.

### Caching Implementation:
- **`internal/tools/neo4j/neo4jschema/cache/cache.go`**: Implemented a
thread-safe, in-memory cache with expiration and optional janitor for
cleaning expired items.

### Unit Tests:
- **`internal/tools/neo4j/neo4jschema/cache/cache_test.go`**: Added
comprehensive tests for the caching system, including functionality for
setting, retrieving, expiration, janitor cleanup, and concurrent access.

### Helper Utilities:
- **`internal/tools/neo4j/neo4jschema/helpers/helpers.go`**: Added
utility functions for processing schema data, including support for APOC
and native Cypher queries, and converting raw query results into
structured formats.

---------

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-25 00:40:16 +00:00
Yuan Teoh
7e7d55c5d1 chore: add new docs to release please extraFiles (#994) 
Add additional docs files and sort extraFiles list in alphabetical
order.
 2025-07-24 17:10:09 -07:00
Anuj Jhunjhunwala
30c16a559e feat: add Dataplex source and tool (#847) 
- Users have the preference to choose their clients. Below example is
using Gemini CLI.

- Users can use the pre-built Dataplex tools by creating a settings.json
file under .gemini directory. The contents of settings.json would be as
follows:-

```
{
  "mcpServers": {
    "dataplex": {
      "command": "./toolbox",
      "args": ["--prebuilt","dataplex","--stdio"],
      "env": {
          "DATAPLEX_PROJECT": "test-project"
      }
    }
  }
}
```

Fixes #831

---------

Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
Co-authored-by: Mateusz Nowak <matnow@google.com>
Co-authored-by: Mateusz Nowak <kontakt@mateusznowak.pl>
 2025-07-24 15:31:35 -07:00
ShanQincheng
14a868f2a0 feat(sources/mssql): add support for encrypt connection parameter (#874) 
## 1. Why do we need to support the `encrypt` parameter?
MSSQL databases that `genai-toolbox` attempts to connect to may have
their encryption levels set differently. For example, a testing/demo
purpose MSSQL database may not require encryption at all. However,
`genai-toolbox` currently uses the default encryption parameter
(`encrypt=false`) to connect to this type of database and will throw an
error:
```
ERROR "toolbox failed to initialize: unable to initialize configs: unable to initialize source "my-mssql-source": unable to connect successfully: TLS Handshake failed: cannot read handshake packet: EOF"
```
> In this case, the encryption parameter should be set to
`encrypt=disable`.


## 2. Is this a necessary feature?
`genai-toolbox` uses the `github.com/microsoft/go-mssqldb` package as a
dependency to connect to MSSQL databases. According to the
[README](https://github.com/microsoft/go-mssqldb?tab=readme-ov-file#common-parameters)
of the `github.com/microsoft/go-mssqldb` package, `encrypt` is one of
the common parameters. Therefore, I believe supporting the `encrypt`
parameter in `genai-toolbox` is necessary.

## 3. How to replicate the error mentioned above?
### 3.1 Use this `docker-compose.yaml` file to start a demo MSSQL
instance
```
services:
  demo-mssql-database:
    image: mcr.microsoft.com/mssql/server:2017-CU1-ubuntu
    ports:
      - "20256:1433"
    environment:
      ACCEPT_EULA: "Y"
      MSSQL_SA_PASSWORD: "hellopassword!"
    restart: unless-stopped
    healthcheck:
      test: ["CMD", "/opt/mssql-tools/bin/sqlcmd", "-S", "localhost", "-U", "sa", "-P", "hellopassword!", "-Q", "SELECT 1"]
      interval: 5s
      retries: 10

  demo-mssql-database-init:
    image: mcr.microsoft.com/mssql/server:2017-CU1-ubuntu
    network_mode: service:demo-mssql-database
    command: >
      /bin/bash -c "/opt/mssql-tools/bin/sqlcmd -S localhost -U sa -P hellopassword! -d master -Q 'CREATE DATABASE DemoDatabase;'"
    depends_on:
      demo-mssql-database:
        condition: service_healthy
```

### 3.2 Use `genai-toolbox` to connect to the above demo MSSQL database
with this `tools.yaml` configuration file:
```
sources:
       my-mssql-source:
                kind: mssql
                host: localhost
                port: 20256
                database: master
                user: sa
                password: 'hellopassword!'
```

### 3.3 We shall see the error:
```
ERROR "toolbox failed to initialize: unable to initialize configs: unable to initialize source "my-mssql-source": unable to connect successfully: TLS Handshake failed: cannot read handshake packet: EOF"
```

---------

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-24 21:51:25 +00:00
Averi Kitsch
3746dbae65 docs: fix typos in MCP docs for Postgres (#991) 
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-24 21:38:55 +00:00
Averi Kitsch
25a0bb7a37 docs: fix typos in MCP docs (#990) 
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-24 21:14:37 +00:00
Wenxin Du
bd399bb0fb ci: Add MongoDB aggregate Tool and integration test (#977) 
Co-authored-by: Author: Dennis Geurts <dennisg@dennisg.nl>
 2025-07-24 16:49:41 -04:00
Wenxin Du
4c63f0c1e4 feat: Add MongoDB insert Tools (#975) 
Add MongoDB `insert` Tools:

- mongodb-insert-one
- mongodb-insert-many

---------
Co-authored-by: Author: Dennis Geurts <dennisg@dennisg.nl>
 2025-07-24 15:54:12 -04:00
Wenxin Du
78e9752f62 feat: Add MongoDB delete Tools (#974) 
Add MongoDB `delete` Tools:

- mongodb-delete-one
- mongodb-delete-many

---------

Co-authored-by: Author: Venkatesh Shanbhag <91714892+theshanbhag@users.noreply.github.com>
Co-authored-by: Author: Dennis Geurts <dennisg@dennisg.nl>
 2025-07-24 15:24:24 -04:00