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feat(tools/looker): Looker agent management from MCP (googleapis#2830)
## Description Looker agent management from MCP ## 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 googleapis#2827 --------- Co-authored-by: hiracky16 <h.piiice16@gmail.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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‎cmd/internal/imports.go‎

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@@ -113,13 +113,16 @@ import (
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookeradddashboardelement"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookeradddashboardfilter"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerconversationalanalytics"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateagent"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateprojectdirectory"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateprojectfile"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookercreateviewfromtable"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdeleteagent"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdeleteprojectdirectory"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdeleteprojectfile"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerdevmode"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergenerateembedurl"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetagent"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetconnectiondatabases"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetconnections"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookergetconnectionschemas"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerhealthanalyze"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerhealthpulse"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerhealthvacuum"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerlistagents"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookermakedashboard"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookermakelook"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerquery"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerrundashboard"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerrunlook"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerrunlookmltests"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerupdateagent"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookerupdateprojectfile"
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_ "github.com/googleapis/genai-toolbox/internal/tools/looker/lookervalidateproject"
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_ "github.com/googleapis/genai-toolbox/internal/tools/mindsdb/mindsdbexecutesql"

‎docs/en/integrations/looker/tools/looker-create-agent.md‎

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---
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title: "looker-create-agent Tool"
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type: docs
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weight: 1
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description: >
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"looker-create-agent" creates a Looker Conversation Analytics agent.
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---
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## About
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The `looker-create-agent` tool allows LLMs to create a Looker Agent using the Looker Go SDK.
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```json
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{
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"name": "looker-create-agent",
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"parameters": {
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"name": "My Agent",
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"instructions": "You are a helpful assistant.",
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"sources": [{"model": "my_model", "explore": "my_explore"}],
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"code_interpreter": true
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}
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}
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```
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## Compatible Sources
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{{< compatible-sources >}}
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## Example
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```yaml
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kind: tool
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name: create_agent
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type: looker-create-agent
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source: my-looker-instance
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description: |
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Create a new Looker agent.
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- `name` (string): The name of the agent.
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- `description` (string): The description of the agent.
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- `instructions` (string): The instructions (system prompt) for the agent.
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- `sources` (array): Optional. A list of JSON-encoded data sources for the agent (e.g., `[{"model": "my_model", "explore": "my_explore"}]`).
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- `code_interpreter` (boolean): Optional. Enables Code Interpreter for this Agent.
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```
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## Reference
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| **field** | **type** | **required** | **description** |
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|-------------|:--------:|:------------:|----------------------------------------------------|
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| type | string | true | Must be "looker-create-agent". |
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| source | string | true | Name of the Looker source. |
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| description | string | true | Description of the tool that is passed to the LLM. |

‎docs/en/integrations/looker/tools/looker-delete-agent.md‎

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---
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title: "looker-delete-agent Tool"
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type: docs
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weight: 1
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description: >
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"looker-delete-agent" deletes a Looker Conversation Analytics agent.
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---
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## About
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The `looker-delete-agent` tool allows LLMs to delete a Looker Agent using the Looker Go SDK.
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```json
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{
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"name": "looker-delete-agent",
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"parameters": {
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"agent_id": "123"
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}
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}
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```
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## Compatible Sources
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{{< compatible-sources >}}
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## Example
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To use the `looker-delete-agent` tool, you must define it in your `server.yaml` file.
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```yaml
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kind: tool
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name: delete_agent
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type: looker-delete-agent
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source: my-looker-instance
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description: |
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Delete a Looker agent.
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- `agent_id` (string): The ID of the agent.
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```
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## Reference
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| **field** | **type** | **required** | **description** |
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|-------------|:--------:|:------------:|----------------------------------------------------|
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| type | string | true | Must be "looker-delete-agent". |
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| source | string | true | Name of the Looker source. |
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| description | string | true | Description of the tool that is passed to the LLM. |

‎docs/en/integrations/looker/tools/looker-get-agent.md‎

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---
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title: "looker-get-agent Tool"
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type: docs
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weight: 1
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description: >
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"looker-get-agent" retrieves a Looker Conversation Analytics agent.
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---
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## About
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The `looker-get-agent` tool allows LLMs to retrieve a specific Looker Agent by ID using the Looker Go SDK.
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To use the `looker-get-agent` tool, you must define it in your `server.yaml` file.
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```json
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{
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"name": "looker-get-agent",
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"parameters": {
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"agent_id": "123"
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}
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}
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```
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## Compatible Sources
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{{< compatible-sources >}}
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## Example
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```yaml
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kind: tool
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name: get_agent
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type: looker-get-agent
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source: my-looker-instance
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description: |
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Retrieve a Looker agent.
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- `agent_id` (string): The ID of the agent.
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```
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## Reference
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| **field** | **type** | **required** | **description** |
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|-------------|:--------:|:------------:|----------------------------------------------------|
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| type | string | true | Must be "looker-get-agent". |
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| source | string | true | Name of the Looker source. |
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| description | string | true | Description of the tool that is passed to the LLM. |

‎docs/en/integrations/looker/tools/looker-list-agents.md‎

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---
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title: "looker-list-agents Tool"
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type: docs
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weight: 1
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description: >
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"looker-list-agents" retrieves the list of Looker Conversation Analytics agents.
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---
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## About
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The `looker-list-agents` tool allows LLMs to list Looker Agents using the Looker Go SDK.
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```json
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{
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"name": "looker-list-agents"
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}
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```
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## Compatible Sources
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{{< compatible-sources >}}
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## Example
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To use the `looker-list-agents` tool, you must define it in your `server.yaml` file.
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```yaml
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kind: tool
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name: list_agents
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type: looker-list-agents
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source: my-looker-instance
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description: |
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List all Looker agents.
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This tool takes no parameters.
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```
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## Reference
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| **field** | **type** | **required** | **description** |
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|-------------|:--------:|:------------:|----------------------------------------------------|
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| type | string | true | Must be "looker-list-agents". |
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| source | string | true | Name of the Looker source. |
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| description | string | true | Description of the tool that is passed to the LLM. |

‎docs/en/integrations/looker/tools/looker-update-agent.md‎

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---
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title: "looker-update-agent Tool"
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type: docs
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weight: 1
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description: >
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"looker-update-agent" updates a Looker Conversation Analytics agent.
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---
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## About
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The `looker-update-agent` tool allows LLMs to update an existing Looker Agent using the Looker Go SDK.
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```json
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{
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"name": "looker-update-agent",
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"parameters": {
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"agent_id": "123",
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"name": "Updated Agent Name"
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}
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}
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```
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## Compatible Sources
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{{< compatible-sources >}}
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## Example
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To use the `looker-update-agent` tool, you must define it in your `server.yaml` file.
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```yaml
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kind: tool
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name: update_agent
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type: looker-update-agent
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source: my-looker-instance
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description: |
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Update a Looker agent.
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- `agent_id` (string): The ID of the agent.
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- `name` (string): The name of the agent.
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- `description` (string): The description of the agent.
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- `instructions` (string): The instructions (system prompt) for the agent.
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- `sources` (array): Optional. A list of JSON-encoded data sources for the agent (e.g., `[{"model": "my_model", "explore": "my_explore"}]`).
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- `code_interpreter` (boolean): Optional. Enables Code Interpreter for this Agent.
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```
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## Reference
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| **field** | **type** | **required** | **description** |
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|-------------|:--------:|:------------:|----------------------------------------------------|
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| type | string | true | Must be "looker-update-agent". |
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| source | string | true | Name of the Looker source. |
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| description | string | true | Description of the tool that is passed to the LLM. |

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