You want to compose, profile and evaluate agents built with different frameworks. What is the NVIDIA tool?
Why B is the answer
NVIDIA NeMo Agent Toolkit
The toolkit is built to work alongside other frameworks. NVIDIA deprecated it in October 2026, with end of life by the end of 2026, so check whether the exam still covers it.
In detail
- NeMo Agent Toolkit composes, profiles and evaluates agents.
- Check its status, because NVIDIA deprecated it in October 2026.
Use case
An illustrative scenario, not a real incident.
A team profiles agents from two frameworks with this toolkit, to compare them on equal terms.
See it in different ways
flowchart TD A["NeMo Agent Toolkit: build and profile"] --> B["NIM: serve the model"] A --> C["NeMo Guardrails: control behavior"] B --> D["NVIDIA GPUs"]
mindmap
root((NVIDIA tools))
NIM
Inference microservices
NeMo Guardrails
Programmable rails
NeMo Agent Toolkit
Compose and profileflowchart LR S0["Compose"] --> S1["Profile"] --> S2["Evaluate"]
Key point: The toolkit works across frameworks.
Why the other options are wrong
- A. NVIDIA Omniverse Kit SDK
- That is for 3D apps.
- C. NVIDIA RAPIDS Accelerator
- RAPIDS is for data science.
- D. NVIDIA DCGM Exporter
- That exports GPU metrics.