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)