Design a RAG system that supports both fresh operational data and slower-changing reference docs.

Instruction: Explain how you would combine hot data and cold knowledge in one retrieval experience.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would combine hot data and cold knowledge in one retrieval experience.