Bharat Kumar Reddy Karumuri

Architecting Reliable Knowledge Retrieval Systems Using Large Language Models

A literature-based architectural framework for reliable knowledge retrieval systems that separates external knowledge management from LLM-based reasoning and generation is developed and indicates that reliable LLM deployment should be treated as an end-to-end architectural problem rather than solely a model-performance problem.