Chuangtao Ma

Towards Trustworthy and Cost-Efficient Data Integration: From Naïve RAG to Agentic RAG

Chuangtao Ma, Arijit Khan

Large language models (LLMs) and AI agents have demonstrated strong potential for data integration in zero-shot and few-shot settings. However, they continue to face significant accuracy and cost challenges in enterprise environments due to a persistent knowledge gap. This paper…Read more