Production-oriented-adaptive-RAG

A production-ready Retrieval-Augmented Generation (RAG) pipeline optimized for scalability, accuracy, and enterprise deployment.

Nexus (NexusRAG) is an enterprise-grade, latency-aware, retrieval-quality-aware Retrieval-Augmented Generation (RAG) platform. Instead of indiscriminately executing an expensive vector-search + cross-encoder cascade on every request, Nexus implements a 6-stage latency-aware adaptive pipeline featuring dual-filter extraction, consensus-gated reranking, blended cross-encoder scoring, multi-hop bridge consolidation, and bidirectional citation verification.