This repository implements a modular Retrieval-Augmented Generation (RAG) pipeline with intelligent query routing, step-back prompting, and context-aware query decomposition for high-quality information retrieval. It includes redundancy filtering, cross-encoder–based document reranking, and controlled generation that leverages either retrieved cont