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The Dose-Response Curve of RAG: More Context Yields Diminishing Returns

By Domink Gorecki

An empirical investigation into the relationship between retrieval volume and response quality in RAG systems. The study demonstrates that while RAG significantly improves academic depth and completeness, it exhibits steep diminishing returns beyond 10-15 sources, with marginal gains dropping by 12x at higher volumes.