Annexure of A Multi-Agent RAG Framework for Automated Requirements Compliance Checking

This article is the annexure of the research paper - "A Multi Agent RAG Framework for Automated Requirements Compliance Checking".  This article provides an introduction to important ideas that are crucial to better understand the research paper. Here, we give an overview of key concepts such as the RAG, prompt engineering, and vector search mechanisms. By explaining these important ideas, we aim to build a strong foundation for the main framework discussed in the research paper.