Agent Development

NCP-AAI topic area — exam weight: 15%

Practical building, integration, and enhancement of agents.

Ingested Material

• Optimization — NVIDIA Triton Inference Server
• An Introduction to Large Language Models: Prompt Engineering and P-Tuning
• Circuit Breaker Pattern
• Design Considerations of Advanced Agentic AI for Real-World Applications
• Transient Fault Handling — Best Practices
• Retry Pattern
• Improve AI Code Generation Using NVIDIA NeMo Agent Toolkit (cross-section)
• Structured Output — LangChain Agents (cross-section)