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NeMo Studio Agents

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Use Agents in the NeMo Studio workspace sidebar to review and operate agent workflows managed by NeMo Platform.

Current Agent Experience

New agents use the Platform-managed nemo-agents-spec-v1 agent.yaml format. NeMo Platform translates this durable configuration into the NVIDIA Agent Intelligence Toolkit Fabric runtime configuration when it deploys the agent. Fabric is the execution layer; nemo-agents-spec-v1 remains the configuration contract that you author and store.

This Fabric-first path is recommended for new agents. Studio can also display legacy nat-workflow-v1 agents, so the fields shown on the Details tab depend on the agent’s config format. Create a sample nemo-agents-spec-v1 agent with Create Example Agent, or register your own agent through the nemo agents CLI or Agents API. Studio does not currently provide a general-purpose editor for authoring an arbitrary agent.yaml.

Agent List

The Agents table shows the agents in the selected workspace, including their deployment state and creation time. Select an agent to open its details page.

ActionWhereResult
Review detailsSelect an agentOpens the agent details page with deployment, log, chat, evaluation, and configuration views.
Create a sample agentCreate Example AgentCreates a Platform-managed example agent in the current workspace.
Deploy an agentRow actions > DeployCreates a deployment for the selected agent.
Clone an agentRow actions > CloneCreates a copy of the agent definition with a new name.
Chat with a deploymentAgent details page > Chat tabOpens chat for a running deployment.
Delete a deploymentAgent details page > Deployments > DeleteRemoves that deployment.
Delete an agentRow actions > DeleteRemoves the stored agent definition from the workspace.

Agent Details

The agent details page has the following tabs:

  • Overview, when enabled, summarizes the agent, models, and recent activity.
  • Deployments lists active and historical deployments for the agent. Use this tab to deploy the agent, open chat for a running deployment, view logs, or delete a deployment.
  • Logs shows deployment logs.
  • Chat opens an interactive chat with a running deployment.
  • Evaluations shows active jobs, completed evaluations, and experiments scoped to this agent, and lets you start a new evaluation.
  • Details shows the config format and the stored agent configuration. For nemo-agents-spec-v1, this includes the Fabric-first harness, named models, instructions, skills, MCP servers, environment, telemetry, and other fields present in agent.yaml. Legacy NAT agents show their workflow, LLM, and function configuration instead.

Evaluate an Agent

Agent evaluations are not a separate item under the Agents navigation parent. To open them, use this path:

  1. Select Agents in the workspace sidebar.
  2. Select an agent.
  3. Select the Evaluations tab.

Select Run evaluation to start an evaluation for the current agent. The tab keeps active jobs visible and lets you switch between Completed Evaluations and Experiments. This agent-scoped view differs from Models > Model Evaluations, which shows model evaluation results.

Agents are created and updated through the nemo agents CLI or Agents API. NeMo Studio reflects the current workspace state after the platform services refresh.