Query decomposition improves structured DevOps retrieval but degrades multi-hop ranking on MuSiQue, while reflection boosts citation accuracy at high latency cost, supporting selective rather than uniform agentic enhancements.
Chunking, retrieval, and re-ranking: An empirical evaluation of rag architectures for policy document question answering,
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Agent-Orchestrated Adaptive RAG: A Comparative Study on Structured and Multi-Hop Retrieval
Query decomposition improves structured DevOps retrieval but degrades multi-hop ranking on MuSiQue, while reflection boosts citation accuracy at high latency cost, supporting selective rather than uniform agentic enhancements.