mirror of
https://github.com/googleapis/genai-toolbox.git
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047def93efb16530877264b628917fc88d014c40
545 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
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047def93ef | Merge branch 'main' into sdk-docs-migrate | ||
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862868f284 |
feat: add allowed-origins flag (#1984)
Support `allowed-origins` flag to allow secure deployment of Toolbox.
Current Toolbox is **insecure by default**, which allows all origin
(`*`). This PR also updated docs to notify user of the new
`allowed-origins` flag in the Cloud Run, kubernetes, and docker
deployment docs.
This PR was tested manually by mocking a browser access:
1. Created a HTML file with Javascript fetch named
`malicious-client.html`:
```
<!DOCTYPE html>
<html>
<head>
<title>Malicious CORS Test</title>
</head>
<body>
<h1>Attempting to access API at http://127.0.0.1:5000/mcp</h1>
<p>Check the **Chrome Developer Console** (F12 -> Console tab) for the result.</p>
<script>
fetch('http://127.0.0.1:5000/mcp', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
// The browser automatically adds the 'Origin' header based on where this HTML is served from (http://localhost:8000)
},
body: JSON.stringify({
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
})
})
.then(response => {
console.log('Success (but check console for CORS enforcement details):', response);
return response.json();
})
.then(data => console.log('Data received (only if CORS passes):', data))
.catch(error => console.error('Fetch Error:', error));
</script>
</body>
</html>
```
2. Run `python3 -m http.server 8000`
3. Open `http://localhost:8000/malicious-client.html` in browser.
4. Tried without `--allowed-origins` flag -- success.
Tried with `--allowed-origins=http://localhost:8000` -- success.
Tried with `--allowed-origins=http://foo.com` -- unsuccessful.
---------
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
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9f76026925 |
feat: add list-query-stats and get-column-cardinality functions (#1976)
Adds the following tools for Postgre (1) get_column_cardinality - to fetch the estimates of the distinct column counts in the table for particular column or all columns (2) list-query-stats - to obtain the query level statistics in a database. This tool requires pg_stat_statements extension as a prerequisite. <img width="2428" height="1368" alt="image" src="https://github.com/user-attachments/assets/5d9b22f0-6b09-4abe-8411-b1139387e259" /> <img width="3774" height="1010" alt="image" src="https://github.com/user-attachments/assets/b1d9fdf1-8a3b-4afe-ab98-63226a7e3705" /> PR Checklist [Y] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) [Y] 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 [Y] Ensure the tests and linter pass [Y] Code coverage does not decrease (if any source code was changed) [Y] Appropriate docs were updated (if necessary) [Y] Make sure to add ! if this involve a breaking change 🛠️ Fixes https://github.com/googleapis/genai-toolbox/issues/1691 --------- Co-authored-by: Averi Kitsch <akitsch@google.com> |
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923479034f |
docs: Improve and simplify ADK Python Quickstart (#1962)
## Description This PR updates the ADK portion of the Python local quickstart to align with the latest ADK getting started guide. The previous instructions involved a complex, boilerplate-heavy script that was not the recommended approach and made it difficult to focus on the Toolbox integration. ### Improvements * The guide now uses the `adk` CLI (e.g., `adk create`, `adk web`), which is the standard and more intuitive way to work with ADK projects. * The agent script is now much simpler and more focused, removing a significant amount of ADK-specific boilerplate. This makes it easier for users to see how Toolbox is integrated. * The steps are clearer, and we've added links to more in-depth ADK documentation for running agents locally and deploying them to the cloud. ### Before <img width="1820" height="1852" alt="image" src="https://github.com/user-attachments/assets/cecb8a4d-cccb-4488-8fca-df5f86c153e9" /> ### After <img width="1800" height="1830" alt="image" src="https://github.com/user-attachments/assets/9200fb51-548e-4188-b42f-1850a47d7349" /> ### Before <img width="1778" height="278" alt="image" src="https://github.com/user-attachments/assets/beb32070-5ef4-4bfb-b8ce-04268da4aa90" /> ### After <img width="1822" height="852" alt="image" src="https://github.com/user-attachments/assets/5e725058-7bae-4e44-9d69-25c46d88005a" /> These changes provide a much smoother and more straightforward onboarding experience for developers using ADK with Toolbox. 🛠️ Addresses https://github.com/googleapis/genai-toolbox/issues/1705 Fixes https://github.com/googleapis/mcp-toolbox-sdk-python/issues/370 |
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9315dba996 |
docs: Add guide for deploying ADK Agent to Agent Engine with Cloud Run Toolbox (#2035)
Reopening PR from https://github.com/googleapis/genai-toolbox/pull/2019 but on `main`. ## Description This PR introduces a new How-to guide to deploy ADK Agent to Google Cloud. Following the updates to the ADK with Toolbox Local Quickstart (in https://github.com/googleapis/genai-toolbox/pull/1962), this guide provides the necessary steps to take a locally developed ADK agent and deploy it to a production-like cloud environment. The new guide covers the following workflow: * Instructions (via link) to deploy the Toolbox server to Cloud Run. * Using `uvx agent-starter-pack enhance` to scaffold deployment configuration and adding `toolbox-core` as a dependency. * Updating the agent code to connect to the remote Cloud Run URL. * Running `make backend` to deploy the agent to Vertex AI Agent Engine. * Verifying the deployment using the Agent Engine Playground. This completes the user journey from local development to a fully deployed architecture on Google Cloud. 🛠️ Addresses https://github.com/googleapis/genai-toolbox/issues/1705 |
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0ac02ee34e |
chore(deps): update dependency @langchain/google-genai to v2 (#2024)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [@langchain/google-genai](https://redirect.github.com/langchain-ai/langchainjs/tree/main/libs/langchain-google-genai/) ([source](https://redirect.github.com/langchain-ai/langchainjs)) | [`^1.0.0` -> `^2.0.0`](https://renovatebot.com/diffs/npm/@langchain%2fgoogle-genai/1.0.0/2.0.0) | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>langchain-ai/langchainjs (@​langchain/google-genai)</summary> ### [`v1.0.3`](https://redirect.github.com/langchain-ai/langchainjs/releases/tag/%40langchain/google-gauth%401.0.3) [Compare Source](https://redirect.github.com/langchain-ai/langchainjs/compare/@langchain/google-genai@1.0.2...@langchain/google-genai@1.0.3) ##### Patch Changes - Updated dependencies \[]: - [@​langchain/google-common](https://redirect.github.com/langchain/google-common)@​1.0.3 ### [`v1.0.2`](https://redirect.github.com/langchain-ai/langchainjs/releases/tag/%40langchain/aws%401.0.2) ##### Patch Changes - [#​9382](https://redirect.github.com/langchain-ai/langchainjs/pull/9382) [`f464366`]( |
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3f837870eb |
chore(deps): bump golang.org/x/crypto from 0.43.0 to 0.45.0 in /docs/en/getting-started/quickstart/go/genAI (#2017)
Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from 0.43.0 to 0.45.0. <details> <summary>Commits</summary> <ul> <li><a href=" |
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b2c4a783e9 |
chore(deps): update dependency langgraph to v1.0.4 (#2043)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [langgraph](https://redirect.github.com/langchain-ai/langgraph) ([source](https://redirect.github.com/langchain-ai/langgraph/tree/HEAD/libs/langgraph), [changelog](https://redirect.github.com/langchain-ai/langgraph/releases)) | `==1.0.3` -> `==1.0.4` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>langchain-ai/langgraph (langgraph)</summary> ### [`v1.0.4`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.4) [Compare Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.3...1.0.4) Changes since 1.0.3 - release(langgraph): 1.0.4 ([#​6502](https://redirect.github.com/langchain-ai/langgraph/issues/6502)) - chore: pop thread ID from configurable fields in remote graph ([#​6497](https://redirect.github.com/langchain-ai/langgraph/issues/6497)) - chore: clean up some refs ([#​6487](https://redirect.github.com/langchain-ai/langgraph/issues/6487)) - chore(sdk-py): Add more type checking. ([#​6479](https://redirect.github.com/langchain-ai/langgraph/issues/6479)) - fix: interrupt stream mode values ([#​6475](https://redirect.github.com/langchain-ai/langgraph/issues/6475)) - release: langgraph-prebuilt 1.0.5 ([#​6473](https://redirect.github.com/langchain-ai/langgraph/issues/6473)) - refactor: separate prepare\_push\_\* functions ([#​6450](https://redirect.github.com/langchain-ai/langgraph/issues/6450)) - fix: dep warnings in prebuilt ([#​6443](https://redirect.github.com/langchain-ai/langgraph/issues/6443)) - release: prebuilt 1.0.3 ([#​6441](https://redirect.github.com/langchain-ai/langgraph/issues/6441)) </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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xOS45IiwidXBkYXRlZEluVmVyIjoiNDIuMTkuOSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> |
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7bffe5e8cd |
chore(deps): update dependency langchain to v1.1.0 (#2022)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [langchain](https://redirect.github.com/langchain-ai/langchain) ([source](https://redirect.github.com/langchain-ai/langchain/tree/HEAD/libs/langchain), [changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain%3D%3D1%22)) | `==1.0.8` -> `==1.1.0` | [](https://docs.renovatebot.com/merge-confidence/) | [](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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xOS41IiwidXBkYXRlZEluVmVyIjoiNDIuMTkuOSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> |
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f6458bd4cb |
chore(deps): update dependency langchain-google-vertexai to v3.1.0 (#2023)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [langchain-google-vertexai](https://redirect.github.com/langchain-ai/langchain-google) ([source](https://redirect.github.com/langchain-ai/langchain-google/tree/HEAD/libs/vertexai), [changelog](https://redirect.github.com/langchain-ai/langchain-google/releases?q=%22vertexai%22)) | `==3.0.3` -> `==3.1.0` | [](https://docs.renovatebot.com/merge-confidence/) | [](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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xOS41IiwidXBkYXRlZEluVmVyIjoiNDIuMTkuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> |
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86f374c631 |
docs: update Antigravity docs (#2025)
## 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: prernakakkar-google <158031829+prernakakkar-google@users.noreply.github.com> |
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7b44237d4a |
fix: correct FAQ to mention HTTP tools (#2036)
## Description Fixes https://github.com/googleapis/genai-toolbox/issues/595 |
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a0f44d34ea |
feat(tools/spanner-list-graph): tool impl + docs + tests (#1923)
## Description Spanner List Graphs tool, similar to list tables it can be used to get all/specific graph details ## PR Checklist - [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 #1916 --------- Co-authored-by: Averi Kitsch <akitsch@google.com> |
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8783383119 |
docs: Improve Python async example for ToolboxClient usage (#2021)
Refactor Python example to use an async main function for `ToolboxClient`, which is an async client and needs to be called from an `async` function. This PR fixes that by putting this function call in an async `main` function. |
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8752e05ab6 |
feat(tools/cloudsqlpg): Add CloudSQL PostgreSQL pre-check tool (#1722)
## Description Implements the 'postgres-upgrade-precheck' tool to allow users to validate instance readiness for major version upgrades for CloudSQL PostgreSQL. This includes the tool implementation, unit tests for YAML parsing, integration tests for tool invocation, and documentation. The tool is also added to the CloudSQL PostgreSQL prebuilt set. TEST output: <img width="3406" height="1646" alt="image" src="https://github.com/user-attachments/assets/6abaa535-285d-4645-9dd3-7ebcd447d448" /> <img width="3532" height="1490" alt="image" src="https://github.com/user-attachments/assets/4d512af1-51fd-4187-b80f-be13198aba68" /> ## 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 #1721 --------- Co-authored-by: Averi Kitsch <akitsch@google.com> |
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185c72939d |
docs: Update guides to require Python 3.10+ following Python 3.9 drop (#2020)
## Description This PR updates the installation guides and documentation to reflect that Python 3.9 is no longer supported. Users are now instructed to install Python 3.10+. ## Context This is a follow-up to https://github.com/googleapis/mcp-toolbox-sdk-python/pull/422, which officially removed support for Python 3.9 from the Python SDKs codebase. This change ensures the documentation aligns with the current package requirements. |
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87ef9c5908 |
chore(deps): Fix typo in package dependency name (#2018)
Partially reverts googleapis/genai-toolbox#2011 to fix the typo in the package name. The original PR breaks builds due to incorrect package name. <img width="2254" height="522" alt="image" src="https://github.com/user-attachments/assets/d51aba16-a84e-46cb-b17c-4eab1576dd59" /> |
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1deda6cb4c |
chore(deps): update dependency langchain-google-vertexai to v3.0.3 (#2011)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [langchain-google-vertexai](https://redirect.github.com/langchain-ai/langchain-google) ([source](https://redirect.github.com/langchain-ai/langchain-google/tree/HEAD/libs/vertexai), [changelog](https://redirect.github.com/langchain-ai/langchain-google/releases?q=%22vertexai%22)) | `==3.0.2` -> `==3.0.3` | [](https://docs.renovatebot.com/merge-confidence/) | [](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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xNi4xIiwidXBkYXRlZEluVmVyIjoiNDIuMTYuMSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> |
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768bf01966 |
chore(deps): update dependency langchain to v1.0.8 (#2010)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [langchain](https://redirect.github.com/langchain-ai/langchain) ([source](https://redirect.github.com/langchain-ai/langchain/tree/HEAD/libs/langchain), [changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain%3D%3D1%22)) | `==1.0.3` -> `==1.0.8` | [](https://docs.renovatebot.com/merge-confidence/) | [](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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xNi4xIiwidXBkYXRlZEluVmVyIjoiNDIuMTYuMSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> |
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b0fe6775d5 |
chore(deps): update dependency toolbox-core to v0.5.3 (#2008)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [toolbox-core](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python) ([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-core/CHANGELOG.md)) | `==0.5.2` -> `==0.5.3` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>googleapis/mcp-toolbox-sdk-python (toolbox-core)</summary> ### [`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3): toolbox-core: v0.5.3 [Compare Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v0.5.2...toolbox-core-v0.5.3) ##### Miscellaneous Chores - **ci:** Updated the toolbox server version for CI and integration tests ([#​388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)), ([#​414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)), ([#​421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421), [#​395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)). - **deps:** Updated dependencies: `aiohttp` to v3.13.0 ([#​389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)), `google-auth` to v2.41.1 ([#​383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)), `isort` to v7 ([#​393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)), `pytest` to v9 ([#​416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)), and other non-major Python dependencies ([#​386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)), ([#​387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)), ([#​427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)). </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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xNi4xIiwidXBkYXRlZEluVmVyIjoiNDIuMTYuMSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> |
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975d02e243 |
docs: update docs for antigravity (#2015)
Update docs formatting and bullet point indentation. Update option to move binary into executables folder. |
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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. |
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9f27134918 |
chore(deps): update dependency langgraph to v1.0.3 (#1817)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [langgraph](https://redirect.github.com/langchain-ai/langgraph) ([source](https://redirect.github.com/langchain-ai/langgraph/tree/HEAD/libs/langgraph), [changelog](https://redirect.github.com/langchain-ai/langgraph/releases)) | `==1.0.1` -> `==1.0.3` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>langchain-ai/langgraph (langgraph)</summary> ### [`v1.0.3`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.3) [Compare Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.2...1.0.3) Changes since 1.0.2 - chore: langgraph patch release ([#​6429](https://redirect.github.com/langchain-ai/langgraph/issues/6429)) - feat(docs): warn that `StateGraph` is a builder class ([#​6417](https://redirect.github.com/langchain-ai/langgraph/issues/6417)) - fix(docs): `PartialState` rendering in MkDocs ([#​6416](https://redirect.github.com/langchain-ai/langgraph/issues/6416)) - fix(docs): synchronize `invoke` and `ainvoke` docstrings ([#​6415](https://redirect.github.com/langchain-ai/langgraph/issues/6415)) - fix(docs): synchronize `stream` and `astream` docstrings ([#​6414](https://redirect.github.com/langchain-ai/langgraph/issues/6414)) - docs(langgraph): Fix docstring code examples of task function ([#​6410](https://redirect.github.com/langchain-ai/langgraph/issues/6410)) - fix(langgraph): Unexpected behavior for stream\_mode sequences that are not lists ([#​6354](https://redirect.github.com/langchain-ai/langgraph/issues/6354)) - fix: fix previoius edge cases such as 0 ([#​6379](https://redirect.github.com/langchain-ai/langgraph/issues/6379)) - fix(langgraph): export REMOVE\_ALL\_MESSAGES in **all** to fix linting ([#​6375](https://redirect.github.com/langchain-ai/langgraph/issues/6375)) - style: update docstrings to reference `StateGraph` ([#​6308](https://redirect.github.com/langchain-ai/langgraph/issues/6308)) - docs(langgraph): update streaming guide links ([#​6314](https://redirect.github.com/langchain-ai/langgraph/issues/6314)) - chore: add `pyproject.toml` links ([#​6364](https://redirect.github.com/langchain-ai/langgraph/issues/6364)) - docs(langgraph): Fix typo in docstring of PregelLoop.tick ([#​6407](https://redirect.github.com/langchain-ai/langgraph/issues/6407)) - chore(checkpoint-postgres): bump to 3.0.1 ([#​6402](https://redirect.github.com/langchain-ai/langgraph/issues/6402)) - fix(langgraph): do not apply pending writes when updating state ([#​6389](https://redirect.github.com/langchain-ai/langgraph/issues/6389)) - chore: update ormsgpack minbound and add OPT\_REPLACE\_SURROGATES ([#​6395](https://redirect.github.com/langchain-ai/langgraph/issues/6395)) - release(cli): 0.4.7 expand api bounds ([#​6390](https://redirect.github.com/langchain-ai/langgraph/issues/6390)) - chore: style fixes for refs ([#​6365](https://redirect.github.com/langchain-ai/langgraph/issues/6365)) ### [`v1.0.2`](https://redirect.github.com/langchain-ai/langgraph/releases/tag/1.0.2) [Compare Source](https://redirect.github.com/langchain-ai/langgraph/compare/1.0.1...1.0.2) Changes since 0.6.11 - chore: bump prebuilt dep for lg ([#​6361](https://redirect.github.com/langchain-ai/langgraph/issues/6361)) - chore: port tool node improvements back to langgraph ([#​6321](https://redirect.github.com/langchain-ai/langgraph/issues/6321)) - chore: bump core dep for prebuilt ([#​6323](https://redirect.github.com/langchain-ai/langgraph/issues/6323)) - fix(langgraph): dont persist UntrackedValue ([#​6316](https://redirect.github.com/langchain-ai/langgraph/issues/6316)) - feat(langgraph): add Overwrite to bypass reducer ([#​6286](https://redirect.github.com/langchain-ai/langgraph/issues/6286)) - fix: replace `python.langchain` links with new `docs.langchain` ([#​6352](https://redirect.github.com/langchain-ai/langgraph/issues/6352)) - release: Checkpointers 3.0 ([#​6313](https://redirect.github.com/langchain-ai/langgraph/issues/6313)) - chore: Restrict "json" type deserialization ([#​6269](https://redirect.github.com/langchain-ai/langgraph/issues/6269)) - release: langgraph + langgraph-prebuilt v1.0.0 ([#​6300](https://redirect.github.com/langchain-ai/langgraph/issues/6300)) - feat: adding cursory Python 3.14 support ([#​6298](https://redirect.github.com/langchain-ai/langgraph/issues/6298)) - style: fixes for ref docs ([#​6297](https://redirect.github.com/langchain-ai/langgraph/issues/6297)) - chore: release rcs for prebuilt + langgraph ([#​6296](https://redirect.github.com/langchain-ai/langgraph/issues/6296)) - chore: drop Python 3.9 (and syntax) ([#​6289](https://redirect.github.com/langchain-ai/langgraph/issues/6289)) - docs: style linting ([#​6260](https://redirect.github.com/langchain-ai/langgraph/issues/6260)) - release(langgraph): v1 working branch ([#​6093](https://redirect.github.com/langchain-ai/langgraph/issues/6093)) - fix: rename away from LangGraph Platform ([#​6281](https://redirect.github.com/langchain-ai/langgraph/issues/6281)) </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:eyJjcmVhdGVkSW5WZXIiOiI0MS4xNTkuNCIsInVwZGF0ZWRJblZlciI6IjQxLjE3My4xIiwidGFyZ2V0QnJhbmNoIjoibWFpbiIsImxhYmVscyI6W119--> --------- Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> |
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baf1bd1a97 |
chore(deps): update dependency llama-index to v0.14.8 (#1831)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [llama-index](https://redirect.github.com/run-llama/llama_index) | `==0.14.6` -> `==0.14.8` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>run-llama/llama_index (llama-index)</summary> ### [`v0.14.8`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-11-10) [Compare Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.7...v0.14.8) ##### llama-index-core \[0.14.8] - Fix ReActOutputParser getting stuck when "Answer:" contains "Action:" ([#​20098](https://redirect.github.com/run-llama/llama_index/pull/20098)) - Add buffer to image, audio, video and document blocks ([#​20153](https://redirect.github.com/run-llama/llama_index/pull/20153)) - fix(agent): Handle multi-block ChatMessage in ReActAgent ([#​20196](https://redirect.github.com/run-llama/llama_index/pull/20196)) - Fix/20209 ([#​20214](https://redirect.github.com/run-llama/llama_index/pull/20214)) - Preserve Exception in ToolOutput ([#​20231](https://redirect.github.com/run-llama/llama_index/pull/20231)) - fix weird pydantic warning ([#​20235](https://redirect.github.com/run-llama/llama_index/pull/20235)) ##### llama-index-embeddings-nvidia \[0.4.2] - docs: Edit pass and update example model ([#​20198](https://redirect.github.com/run-llama/llama_index/pull/20198)) ##### llama-index-embeddings-ollama \[0.8.4] - Added a test case (no code) to check the embedding through an actual connection to a Ollama server (after checking that the ollama server exists) ([#​20230](https://redirect.github.com/run-llama/llama_index/pull/20230)) ##### llama-index-llms-anthropic \[0.10.2] - feat(llms/anthropic): Add support for RawMessageDeltaEvent in streaming ([#​20206](https://redirect.github.com/run-llama/llama_index/pull/20206)) - chore: remove unsupported models ([#​20211](https://redirect.github.com/run-llama/llama_index/pull/20211)) ##### llama-index-llms-bedrock-converse \[0.11.1] - feat: integrate bedrock converse with tool call block ([#​20099](https://redirect.github.com/run-llama/llama_index/pull/20099)) - feat: Update model name extraction to include 'jp' region prefix and … ([#​20233](https://redirect.github.com/run-llama/llama_index/pull/20233)) ##### llama-index-llms-google-genai \[0.7.3] - feat: google genai integration with tool block ([#​20096](https://redirect.github.com/run-llama/llama_index/pull/20096)) - fix: non-streaming gemini tool calling ([#​20207](https://redirect.github.com/run-llama/llama_index/pull/20207)) - Add token usage information in GoogleGenAI chat additional\_kwargs ([#​20219](https://redirect.github.com/run-llama/llama_index/pull/20219)) - bug fix google genai stream\_complete ([#​20220](https://redirect.github.com/run-llama/llama_index/pull/20220)) ##### llama-index-llms-nvidia \[0.4.4] - docs: Edit pass and code example updates ([#​20200](https://redirect.github.com/run-llama/llama_index/pull/20200)) ##### llama-index-llms-openai \[0.6.8] - FixV2: Correct DocumentBlock type for OpenAI from 'input\_file' to 'file' ([#​20203](https://redirect.github.com/run-llama/llama_index/pull/20203)) - OpenAI v2 sdk support ([#​20234](https://redirect.github.com/run-llama/llama_index/pull/20234)) ##### llama-index-llms-upstage \[0.6.5] - OpenAI v2 sdk support ([#​20234](https://redirect.github.com/run-llama/llama_index/pull/20234)) ##### llama-index-packs-streamlit-chatbot \[0.5.2] - OpenAI v2 sdk support ([#​20234](https://redirect.github.com/run-llama/llama_index/pull/20234)) ##### llama-index-packs-voyage-query-engine \[0.5.2] - OpenAI v2 sdk support ([#​20234](https://redirect.github.com/run-llama/llama_index/pull/20234)) ##### llama-index-postprocessor-nvidia-rerank \[0.5.1] - docs: Edit pass ([#​20199](https://redirect.github.com/run-llama/llama_index/pull/20199)) ##### llama-index-readers-web \[0.5.6] - feat: Add ScrapyWebReader Integration ([#​20212](https://redirect.github.com/run-llama/llama_index/pull/20212)) - Update Scrapy dependency to 2.13.3 ([#​20228](https://redirect.github.com/run-llama/llama_index/pull/20228)) ##### llama-index-readers-whisper \[0.3.0] - OpenAI v2 sdk support ([#​20234](https://redirect.github.com/run-llama/llama_index/pull/20234)) ##### llama-index-storage-kvstore-postgres \[0.4.3] - fix: Ensure schema creation only occurs if it doesn't already exist ([#​20225](https://redirect.github.com/run-llama/llama_index/pull/20225)) ##### llama-index-tools-brightdata \[0.2.1] - docs: add api key claim instructions ([#​20204](https://redirect.github.com/run-llama/llama_index/pull/20204)) ##### llama-index-tools-mcp \[0.4.3] - Added test case for issue 19211. No code change ([#​20201](https://redirect.github.com/run-llama/llama_index/pull/20201)) ##### llama-index-utils-oracleai \[0.3.1] - Update llama-index-core dependency to 0.12.45 ([#​20227](https://redirect.github.com/run-llama/llama_index/pull/20227)) ##### llama-index-vector-stores-lancedb \[0.4.2] - fix: FTS index recreation bug on every LanceDB query ([#​20213](https://redirect.github.com/run-llama/llama_index/pull/20213)) ### [`v0.14.7`](https://redirect.github.com/run-llama/llama_index/blob/HEAD/CHANGELOG.md#2025-10-30) [Compare Source](https://redirect.github.com/run-llama/llama_index/compare/v0.14.6...v0.14.7) ##### llama-index-core \[0.14.7] - Feat/serpex tool integration ([#​20141](https://redirect.github.com/run-llama/llama_index/pull/20141)) - Fix outdated error message about setting LLM ([#​20157](https://redirect.github.com/run-llama/llama_index/pull/20157)) - Fixing some recently failing tests ([#​20165](https://redirect.github.com/run-llama/llama_index/pull/20165)) - Fix: update lock to latest workflow and fix issues ([#​20173](https://redirect.github.com/run-llama/llama_index/pull/20173)) - fix: ensure full docstring is used in FunctionTool ([#​20175](https://redirect.github.com/run-llama/llama_index/pull/20175)) - fix api docs build ([#​20180](https://redirect.github.com/run-llama/llama_index/pull/20180)) ##### llama-index-embeddings-voyageai \[0.5.0] - Updating the VoyageAI integration ([#​20073](https://redirect.github.com/run-llama/llama_index/pull/20073)) ##### llama-index-llms-anthropic \[0.10.0] - feat: integrate anthropic with tool call block ([#​20100](https://redirect.github.com/run-llama/llama_index/pull/20100)) ##### llama-index-llms-bedrock-converse \[0.10.7] - feat: Add support for Bedrock Guardrails streamProcessingMode ([#​20150](https://redirect.github.com/run-llama/llama_index/pull/20150)) - bedrock structured output optional force ([#​20158](https://redirect.github.com/run-llama/llama_index/pull/20158)) ##### llama-index-llms-fireworks \[0.4.5] - Update FireworksAI models ([#​20169](https://redirect.github.com/run-llama/llama_index/pull/20169)) ##### llama-index-llms-mistralai \[0.9.0] - feat: mistralai integration with tool call block ([#​20103](https://redirect.github.com/run-llama/llama_index/pull/20103)) ##### llama-index-llms-ollama \[0.9.0] - feat: integrate ollama with tool call block ([#​20097](https://redirect.github.com/run-llama/llama_index/pull/20097)) ##### llama-index-llms-openai \[0.6.6] - Allow setting temp of gpt-5-chat ([#​20156](https://redirect.github.com/run-llama/llama_index/pull/20156)) ##### llama-index-readers-confluence \[0.5.0] - feat(confluence): make SVG processing optional to fix pycairo install… ([#​20115](https://redirect.github.com/run-llama/llama_index/pull/20115)) ##### llama-index-readers-github \[0.9.0] - Add GitHub App authentication support ([#​20106](https://redirect.github.com/run-llama/llama_index/pull/20106)) ##### llama-index-retrievers-bedrock \[0.5.1] - Fixing some recently failing tests ([#​20165](https://redirect.github.com/run-llama/llama_index/pull/20165)) ##### llama-index-tools-serpex \[0.1.0] - Feat/serpex tool integration ([#​20141](https://redirect.github.com/run-llama/llama_index/pull/20141)) - add missing toml info ([#​20186](https://redirect.github.com/run-llama/llama_index/pull/20186)) ##### llama-index-vector-stores-couchbase \[0.6.0] - Add Hyperscale and Composite Vector Indexes support for Couchbase vector-store ([#​20170](https://redirect.github.com/run-llama/llama_index/pull/20170)) </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:eyJjcmVhdGVkSW5WZXIiOiI0MS4xNTkuNCIsInVwZGF0ZWRJblZlciI6IjQxLjE3My4xIiwidGFyZ2V0QnJhbmNoIjoibWFpbiIsImxhYmVscyI6W119--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com> |
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9b67f7354c |
chore(deps): update dependency google-genai to v1.52.0 (#1840)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [google-genai](https://redirect.github.com/googleapis/python-genai) | `==1.47.0` -> `==1.52.0` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>googleapis/python-genai (google-genai)</summary> ### [`v1.52.0`](https://redirect.github.com/googleapis/python-genai/blob/HEAD/CHANGELOG.md#1520-2025-11-21) [Compare Source](https://redirect.github.com/googleapis/python-genai/compare/v1.51.0...v1.52.0) ##### Features - Add support for configuring resource scope when using base\_url ([a3e0859]( |
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60470c32dd |
chore(deps): update dependency toolbox-core to v0.5.3 (#1977)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [toolbox-core](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python) ([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-core/CHANGELOG.md)) | `==0.5.2` -> `==0.5.3` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>googleapis/mcp-toolbox-sdk-python (toolbox-core)</summary> ### [`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3): toolbox-core: v0.5.3 [Compare Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v0.5.2...toolbox-core-v0.5.3) ##### Miscellaneous Chores - **ci:** Updated the toolbox server version for CI and integration tests ([#​388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)), ([#​414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)), ([#​421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421), [#​395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)). - **deps:** Updated dependencies: `aiohttp` to v3.13.0 ([#​389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)), `google-auth` to v2.41.1 ([#​383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)), `isort` to v7 ([#​393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)), `pytest` to v9 ([#​416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)), and other non-major Python dependencies ([#​386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)), ([#​387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)), ([#​427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)). </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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> |
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89277513f0 |
chore(deps): update dependency toolbox-langchain to v0.5.3 (#1978)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [toolbox-langchain](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python) ([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-langchain/CHANGELOG.md)) | `==0.5.2` -> `==0.5.3` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>googleapis/mcp-toolbox-sdk-python (toolbox-langchain)</summary> ### [`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3): toolbox-core: v0.5.3 [Compare Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-langchain-v0.5.2...toolbox-langchain-v0.5.3) ##### Miscellaneous Chores - **ci:** Updated the toolbox server version for CI and integration tests ([#​388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)), ([#​414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)), ([#​421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421), [#​395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)). - **deps:** Updated dependencies: `aiohttp` to v3.13.0 ([#​389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)), `google-auth` to v2.41.1 ([#​383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)), `isort` to v7 ([#​393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)), `pytest` to v9 ([#​416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)), and other non-major Python dependencies ([#​386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)), ([#​387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)), ([#​427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)). </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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com> |
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ee10723480 |
chore(deps): update dependency toolbox-llamaindex to v0.5.3 (#1979)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [toolbox-llamaindex](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python) ([changelog](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-llamaindex/CHANGELOG.md)) | `==0.5.2` -> `==0.5.3` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>googleapis/mcp-toolbox-sdk-python (toolbox-llamaindex)</summary> ### [`v0.5.3`](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/releases/tag/toolbox-core-v0.5.3): toolbox-core: v0.5.3 [Compare Source](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-llamaindex-v0.5.2...toolbox-llamaindex-v0.5.3) ##### Miscellaneous Chores - **ci:** Updated the toolbox server version for CI and integration tests ([#​388](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/388)), ([#​414](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/414)), ([#​421](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/421), [#​395](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/395)). - **deps:** Updated dependencies: `aiohttp` to v3.13.0 ([#​389](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/389)), `google-auth` to v2.41.1 ([#​383](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/383)), `isort` to v7 ([#​393](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/393)), `pytest` to v9 ([#​416](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/416)), and other non-major Python dependencies ([#​386](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/386)), ([#​387](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/387)), ([#​427](https://redirect.github.com/googleapis/mcp-toolbox-sdk-python/issues/427)). </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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Harsh Jha <83023263+rapid-killer-9@users.noreply.github.com> Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com> |
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875b5277e3 | Merge branch 'main' into sdk-docs-migrate | ||
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eee77ba333 |
chore(deps): update dependency google-adk to v1.19.0 (#1998)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [google-adk](https://redirect.github.com/google/adk-python) ([changelog](https://redirect.github.com/google/adk-python/blob/main/CHANGELOG.md)) | `==1.18.0` -> `==1.19.0` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- > [!WARNING] > Some dependencies could not be looked up. Check the Dependency Dashboard for more information. --- ### Release Notes <details> <summary>google/adk-python (google-adk)</summary> ### [`v1.19.0`](https://redirect.github.com/google/adk-python/blob/HEAD/CHANGELOG.md#1190-2025-11-19) [Compare Source](https://redirect.github.com/google/adk-python/compare/v1.18.0...v1.19.0) ##### Features - **\[Core]** - Add `id` and `custom_metadata` fields to `MemoryEntry` ([4dd28a3]( |
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b935193bea |
docs: add MCP server readme docs per database (#2004)
## 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> |
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18017d6545 |
feat: support alternate accessToken header name (#1968)
## Description This commit allows a tool to pull an alternate authorization token from the header of the http request. This is initially being built for the Looker integration. Looker uses its own OAuth token. When deploying MCP Toolbox to Cloud Run, the default token in the "Authorization" header is for authentication with Cloud Run. An alternate token can be put into another header by a client such as ADK or any other client that can programatically set http headers. This token will be used to authenticate with Looker. If needed, other sources can use this by setting the header name in the source config, passing it into the tool config, and returning the header name in the Tool GetAuthTokenHeaderName() function. ## 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 #1540 |
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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)) ([ |
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b8af73fa4e |
chore(deps): update module github.com/firebase/genkit/go to v1.2.0 (#1982)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [github.com/firebase/genkit/go](https://redirect.github.com/firebase/genkit) | `v1.1.0` -> `v1.2.0` | [](https://docs.renovatebot.com/merge-confidence/) | [](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:eyJjcmVhdGVkSW5WZXIiOiI0Mi4xMy41IiwidXBkYXRlZEluVmVyIjoiNDIuMTMuNSIsInRhcmdldEJyYW5jaCI6Im1haW4iLCJsYWJlbHMiOltdfQ==--> Co-authored-by: Anmol Shukla <shuklaanmol@google.com> Co-authored-by: dishaprakash <57954147+dishaprakash@users.noreply.github.com> |
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8f13621e02 |
chore(deps): update module github.com/openai/openai-go to v3 (#1883)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [github.com/openai/openai-go](https://redirect.github.com/openai/openai-go) | `v1.12.0` -> `v3.8.1` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>openai/openai-go (github.com/openai/openai-go)</summary> ### [`v3.8.1`](https://redirect.github.com/openai/openai-go/releases/tag/v3.8.1) [Compare Source](https://redirect.github.com/openai/openai-go/compare/v3.8.0...v3.8.1) #### 3.8.1 (2025-11-04) Full Changelog: [v3.8.0...v3.8.1](https://redirect.github.com/openai/openai-\[go/compare/v3.8.0...v3.8.1]\(https://www.golinks.io/compare/v3.8.0...v3.8.1?trackSource=github\)) ##### Bug Fixes - **api:** fix nullability of logprobs ([b5aeb99]( |
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e047b35e1e |
chore(deps): bump glob from 10.4.5 to 10.5.0 in /docs/en/getting-started/quickstart/js/langchain (#1983)
Bumps [glob](https://github.com/isaacs/node-glob) from 10.4.5 to 10.5.0. <details> <summary>Commits</summary> <ul> <li><a href=" |
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5abad5d56c |
feat(tools/postgres): add long_running_transactions, list_locks and replication_stats tools (#1751)
Adds the following tools for Postgre (1) long_running_transactions - reports transactions that exceed a configured duration threshold. (2) list_locks - lists active locks in the database, including the associated process, lock type, relation, mode, and the query holding or waiting on the lock. (3) replication_stats - reports replication-related metrics for WAL streaming replicas, including lag sizes presented in human-readable form. <img width="3020" height="1420" alt="image" src="https://github.com/user-attachments/assets/e7d70063-b90c-4464-90ec-1bd810c02cac" /> <img width="3036" height="1374" alt="image" src="https://github.com/user-attachments/assets/f7cf584b-ae01-455c-9c9c-acca3166a549" /> <img width="2682" height="868" alt="image" src="https://github.com/user-attachments/assets/dd10646c-4521-4d8f-a111-760d6eb01249" /> ## PR Checklist - [Y] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [Y] 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 - [Y] Ensure the tests and linter pass - [Y] Code coverage does not decrease (if any source code was changed) - [Y] Appropriate docs were updated (if necessary) - [Y] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #1691 #1715 --------- Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> |
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eddf1a3ea2 |
docs: fix typo run_dashbaord (#1980)
## Description fixed a small typo ## 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 #1944 |
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e1c4700428 |
docs: Fix rendering issue with a note in the docs (#1965)
## Description A note related to `--disable-reload` flag was not rendering properly. This PR fixes that by removing the incorrect indentation. ## Before <img width="1792" height="650" alt="image" src="https://github.com/user-attachments/assets/564fce34-893e-4aa8-9da3-1401ae69188a" /> ## After <img width="1808" height="532" alt="image" src="https://github.com/user-attachments/assets/ee17973f-3191-4519-8855-6389f9567926" /> |
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a29f9e5484 | feat: added basic template for sdks doc migrate | ||
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446d62acd9 |
fix(tools/spanner-list-tables): unmarshal object_details json string into map to make response have nested json (#1894)
## Description Unmarshal object_details json string into map to make response have nested json in spannerlisttables instead of nested JSON string ## PR Checklist - [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 #1838 --------- Co-authored-by: Averi Kitsch <akitsch@google.com> |
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735cb760ea |
docs: update long lines and tables (#1952)
Update long lines and tables formatting in markdown doc files. |
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c858c49fd3 |
chore: fix links (#1914)
Fixed broken links. --------- Co-authored-by: Twisha Bansal <58483338+twishabansal@users.noreply.github.com> |
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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)) ([ |
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46b072c3f4 |
docs(alloydb): fix redirection link of the cgc doc for alloydb (#1936)
## Description In the docs `Connect from you IDE > AlloyDB Admin API with MCP` The previous link was `pointing to wrong documentation`, corrected the link now it will be pointing to the correct documentation for the `how to connect you ide with alloydb-pg-admin` - [x] removed the wrong link: https://cloud.google.com/alloydb/docs/quickstart/create-and-connect - [x] added the correct link: https://cloud.google.com/alloydb/docs/connect-ide-using-mcp-toolbox ## 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) - [ ] Make sure to add `!` if this involves a breaking change |
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897c63dcea |
feat(tools): add list_indexes, list_sequences tools for postgres (#1765)
## Description Adds the following tools for Postgres: (1) list_indexes: Lists available user indexes in a given database. (2) list_sequences: Lists all the sequences in the database ordered by sequence name. list_indexes: <img width="1708" height="816" alt="Screenshot 2025-10-21 at 10 24 30 PM" src="https://github.com/user-attachments/assets/d1888f53-6013-4beb-b0dc-b94f3d66135e" /> <img width="1914" height="1017" alt="Screenshot 2025-10-22 at 8 23 16 AM" src="https://github.com/user-attachments/assets/7c185ef4-4550-4bb2-8051-0eca8f40dc7b" /> list_sequences: <img width="2539" height="902" alt="Screenshot 2025-10-22 at 8 04 25 AM" src="https://github.com/user-attachments/assets/f22cfaad-412b-4df2-99f3-ee813f538ff7" /> <img width="1082" height="610" alt="Screenshot 2025-10-22 at 8 06 07 AM" src="https://github.com/user-attachments/assets/102ed3ca-33f6-409f-9ba1-363c9e15d5d3" /> > 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) - [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 #1738 |
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57f6220b9e |
chore(deps): update module google.golang.org/genai to v1.35.0 (#1941)
This PR contains the following updates: | Package | Change | Age | Confidence | |---|---|---|---| | [google.golang.org/genai](https://redirect.github.com/googleapis/go-genai) | `v1.34.0` -> `v1.35.0` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>googleapis/go-genai (google.golang.org/genai)</summary> ### [`v1.35.0`](https://redirect.github.com/googleapis/go-genai/releases/tag/v1.35.0) [Compare Source](https://redirect.github.com/googleapis/go-genai/compare/v1.34.0...v1.35.0) ##### Features - Add `ToGenerationConfig` method to `GenerateContentConfig`. fixes [#​506](https://redirect.github.com/googleapis/go-genai/issues/506) ([bd53df4]( |
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ef63860559 |
feat: adding generate embed url functionality (#1877)
## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution This PR adds a new tool to the Looker MCP Toolbox, that enables the user authenticated to the Looker Source to generate authenticated embed urls for dashboards, looks and queries. When combined with other tools that already exist in the Looker toolbox, this enables searching existing content and providing authenticated urls to them OR creating authenticated urls from queries generated via Natural Language. The embed urls will create an embed session for the user and can be opened directly or added to an iframe `src` attribute to provide a smooth Embedded Analytics setup. Additionally this PR adds a new optional parameter to the Looker source called `SessionLength` which an admin setting up the Looker source can set to determine how long the Embed sessions last for. ## 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 - [ ] 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 #1876 https://github.com/googleapis/genai-toolbox/issues/1876 --------- Co-authored-by: Luka Fontanilla <maluka@google.com> Co-authored-by: Dr. Strangelove <drstrangelove@google.com> |
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a4c9287aec |
feat(tools/postgres): add list_triggers, database_overview tools for postgres (#1912)
## Description Adds the following tools for Postgres: (1) list_triggers: Lists triggers in the database. . (2) database_overview: Fetches the current state of the PostgreSQL server. list_triggers: <img width="1712" height="703" alt="Screenshot 2025-11-09 at 8 16 53 PM" src="https://github.com/user-attachments/assets/1974e303-b559-4efc-b129-444ba97c7715" /> <img width="874" height="513" alt="Screenshot 2025-11-09 at 8 19 43 PM" src="https://github.com/user-attachments/assets/59ddcd15-224b-4e9a-906d-ec2645835873" /> database_overview: <img width="1521" height="683" alt="Screenshot 2025-11-09 at 8 53 03 PM" src="https://github.com/user-attachments/assets/4ae86e74-aa78-410c-a9cc-f33ae3268fb6" /> <img width="850" height="241" alt="Screenshot 2025-11-09 at 8 49 53 PM" src="https://github.com/user-attachments/assets/abae2c7a-5f3e-4433-86de-3606e3298ec5" /> > 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) - [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 #1738 |
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7e6e88a21f |
feat(tool/Postgresql): Set default host and port for Postgresql source (#1927)
### Description This pull request addresses issue #41 by implementing default connection values for the Postgresql data source. When a user does not specify a host or port, the connection will now automatically default to `localhost:5432`. --- ### Detailed Changes - **docs/en/reference/prebuilt-tools.md** -updated the env variables host and port to optional in the doc - **internal/prebuiltconfigs/tools/postgres.yaml** - Added the default values to host and port. Specifically, they are now `host: ${POSTGRES_HOST:localhost}` and `port: ${POSTGRES_PORT:5432}`. This allows the configuration loader to directly use `"localhost"` or `"5432"` as a fallback if the `POSTGRES_HOST` or `POSTGRES_PORT` environment variables are not set. --- ### 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 - [ ] Make sure to open an issue as a bug/issue 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** #41 --------- Co-authored-by: Averi Kitsch <akitsch@google.com> |