SRAS: A Lightweight Reinforcement Learning-based Document Selector for Edge-Native RAG Pipelines

Rajiv Chaitanya Muttur

Retrieval-Augmented Generation (RAG) systems often rely on fixed top-k document selection mechanisms that ignore downstream generation quality and impose computational overheads. W…