NVIDIA Agent Intelligence Toolkit FAQ

NVIDIA Agent Intelligence (AIQ) toolkit frequently asked questions (FAQ).

Do I Need to Rewrite All of my Existing Code to Use AIQ Toolkit?

No, AIQ toolkit is 100% opt in. While we encourage users to wrap (decorate) every tool and agent to get the most out of the profiler, you have the freedom to integrate to whatever level you want - tool level, agent level, or entire workflow level. You have the freedom to start small and where you believe you’ll see the most value and expand from there.

Is AIQ Toolkit another LLM or Agentic Framework?

No, AIQ toolkit is designed to work alongside, not replace, your existing agentic frameworks — whether they are enterprise-grade systems or simple Python-based agents.

Is AIQ Toolkit An Attempt to Solve Agent-to-Agent Communication?

No, agent communication is best handled over existing protocols, such as MCP, HTTP, gRPC, and sockets.

Is AIQ Toolkit an Observability Platform?

No, while AIQ toolkit is able to collect and transmit fine-grained telemetry to help with optimization and evaluation, it does not replace your preferred observability platform and data collection application.