A controlled ablation study evaluates agentic RAG components using a local 7B model on HotpotQA. Fixed hybrid retrieval outperforms adaptive routing by 1.8 EM and 1.9 F1, while two retrieval iterations capture 95% of the gains from five. Query decomposition and cross-encoder reranking show statistically significant but smaller improvements.
Ablation Study of Agentic RAG Components with Local 7B Model
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