Agent Spec Integration

[YashaPushak]

Is this a new feature, an improvement, or a change to existing functionality?

New Feature

How would you describe the priority of this feature request

High

Please provide a clear description of problem this feature solves

I want NeMo Agent Toolkit to be able to run agents that are defined with Agent Spec, so that I can optimize my agents with NeMo Agent Toolkit's profiling functionalities.

Describe your ideal solution

A new type could be included for agent spec; for example, as a workflow:

workflow:
  _type: agent_spec
  configuration:
    component_type: Agent
    id: bdd2369b-82e6-488f-be2c-44f05b244cab
    name: writing agent
    description: Agent to help write blog articles
    system_prompt: 'Your a helpful writing assistant. Answer the user''s questions about article writing. 
   Make sure to welcome the user first, their name is {{user_name}}, but keep it short' 
    inputs:
     - title: user_name
       type: string
    llm_config:
       component_type: VllmConfig
       id: 3a5bf0c0-9f28-47d8-99b4-be7da6a531c8
       name: gpt-oss-120b
       url: http://url.to.my.vllm.server/
       model_id: gpt-oss-120b
     tools:
       - component_type: ServerTool
         id: 48676753-50ff-4346-b0a5-1ff13069d0be
         name: pretty_formatting
         description: Given a paragraph, format the paragraph to fix spaces, newlines, indentation, etc.
         inputs:
           - title: paragraph
             type: string
         outputs:
           - title: formatted_paragraph
             type: string

The implementation can leverage the Agent Spec langGraph adapter as the agent spec runtime.

Additional context

No response

Code of Conduct

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• I have searched the open feature requests and have found no duplicates for this feature request