Dr. Ravinder Singh Madhan

Advanced AI Enhancement Techniques: A Comparative Analysis of Rag, Fine-Tuning, and Agentic AI Systems

2025 · Zenodo (CERN European Organization for Nuclear Research)

This paper presents a comprehensive comparative analysis of three prominent artificial intelligence enhancement techniques: Retrieval-Augmented Generation (RAG), Fine-Tuning, and Agentic AI systems. As language models continue to evolve, these methodologies have emerged as critical approaches …