Design a benchmark harness for multi-hop and ambiguous RAG queries.

Instruction: Explain how you would build a benchmark that reflects the hard parts of retrieval-based assistants.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would build a benchmark that reflects the hard parts of retrieval-based assistants.