Hybrid LLM and Rules Engines Quiz

What you'll be asked

1. What is the primary benefit of using a hybrid system that combines a Large Language Model (LLM) with a deterministic rules engine?
2. In a customer support hybrid architecture, which task is most appropriately handled by a rules engine rather than an LLM?
3. When implementing a 'Router' pattern in a hybrid system, what is the main responsibility of the router component?
4. Why might you implement a 'Guardrails' layer between an LLM and a rules engine in a hybrid workflow?
5. If you are designing a system where the LLM generates a JSON output that must be processed by a downstream rules engine, which strategy minimizes the risk of system failure?

Answers and explanations come after you submit.