NVIDIA NCP-AAI 問題集 練習問題・模擬試験｜日本語版＆英語版対応

サンプル問題 1： When designing tool integration for an agent that needs to perform mathematical calculations, web searches, and API calls, which architecture pattern provides the most scalable and maintainable approach?

• A: External tool services with manual configuration for each agent instance
• B: Microservice-based tool architecture with standardized interfaces
• C: Monolithic tool handler with conditional logic for different tool types
• D: Embedded tool functions within the main agent code

サンプル問題 2： A company is deploying an AI-powered customer support agent that integrates external APIs and handles a wide range of customer inputs dynamically. Which of the following strategies are appropriate when designing an AI agent for dynamic conversation management and external system interaction? (Choose two.)

• A: Integrating a feedback loop from user interactions to iteratively improve agent behavior.
• B: Using rule-based logic as the primary framework to maintain consistency in agent decisions.
• C: Implementing retry logic for API failures to ensure robustness in external communications.
• D: Preferring hardcoded responses for frequent queries to deliver reliable and low-latency answers.

サンプル問題 3： In the context of agent development, how does an autonomous agent differ from a predefined workflow when applied to complex enterprise tasks?

• A: Agents optimize for execution speed under fixed input-output mappings, while workflows prioritize goal alignment through adaptive reasoning and memory mechanisms.
• B: Workflows provide deterministic task sequencing with conditional branching, while agents adapt decisions dynamically based on goals, context, and environment feedback.
• C: Workflows emphasize parallelism and distributed coordination of processes, while agents emphasize serialization and isolated problem solving.