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title looker-agent
type docs
weight 1
description Manage Looker Agents
aliases
/resources/tools/looker-agent

Looker Agent

The looker-agent tool allows LLMs to manage Looker Agents. It supports listing, retrieving, creating, updating, and deleting agents using the Looker Go SDK.

It's compatible with the following sources:

Configuration

To use the looker-agent tool, you must define it in your server.yaml file.

tools:
  - name: agent_manage
    type: looker-agent
    source: my_looker_source
    description: |
      Manage Looker AI Agents. This tool allows you to perform various operations on Looker Agents, 
      including listing all available agents, retrieving details for a specific agent, 
      creating a new agent, updating an existing one, and deleting an agent.

      Parameters:
      - operation (required): The action to perform.
        - 'list': Returns a list of all existing agents.
        - 'get': Retrieves detailed information about a specific agent. Requires 'agent_id'.
        - 'create': Creates a new Looker AI Agent. Requires 'name'. Optional 'instructions', 'sources', 'code_interpreter'.
        - 'update': Updates an existing Looker AI Agent. Requires 'agent_id'. Optional 'name', 'instructions', 'sources', 'code_interpreter'.
        - 'delete': Removes an existing agent. Requires 'agent_id'.
      - agent_id (optional): The unique identifier of the agent. Required for 'get', 'update', and 'delete' operations.
      - name (optional): The display name for the agent. Required for 'create' operation.
      - instructions (optional): The system prompt or instructions for the agent. Used for 'create' and 'update' operations.
      - sources (optional): A list of JSON-encoded data sources for the agent. Each source should be a JSON string with 'model' and 'explore' keys.
      - code_interpreter (optional): A boolean value to enable or disable Code Interpreter for this Agent.

Parameters

Parameter Type Required Description
operation string Yes The operation to perform. Must be one of: list, get, create, update, or delete.
agent_id string No The ID of the agent. Required for get, update, and delete operations.
name string No The name of the agent. Required for create operation.
instructions string No The instructions (system prompt) for the agent. Used for create and update operations.
sources array No Optional. A list of JSON-encoded data sources, where each is a string with 'model' and 'explore' keys.
code_interpreter boolean No Optional. Enables Code Interpreter for this Agent.

Operations

List Agents

Retrieve a list of all agents.

{
  "operation": "list"
}

Get Agent

Retrieve details of a specific agent by its ID.

{
  "operation": "get",
  "agent_id": "12345"
}

Create Agent

Create a new agent with a name, instructions, data sources, and Code Interpreter enabled.

{
  "operation": "create",
  "name": "My AI Assistant",
  "instructions": "You are a helpful data analyst. Always provide clear summaries.",
  "sources": [
    "{\"model\": \"thelook\", \"explore\": \"orders\"}"
  ],
  "code_interpreter": true
}

Update Agent

Update an existing agent's instructions and disable Code Interpreter.

{
  "operation": "update",
  "agent_id": "12345",
  "instructions": "New updated instructions for the agent.",
  "code_interpreter": false
}

Delete Agent

Delete an agent by its ID.

{
  "operation": "delete",
  "agent_id": "12345"
}

Dependencies

This tool requires the underlying Looker Go SDK to support the Agent API resource (v0.26.6+).