SAP Joule with RAG and Document Grounding: Next-Gen Document-Centric Processes

Authors

Arun Chinnannan Balasubramanian

Abstract

The rapid evolution of artificial intelligence (AI) has introduced groundbreaking methodologies like Retrieval-Augmented Generation (RAG) that enable systems to provide accurate, real-time, and contextually aware responses by leveraging external knowledge repositories. SAP Joule, a business AI solution, can be integrated with RAG and document grounding techniques to enhance decision-making and operational efficiency across the SAP ecosystem. This paper delves into the concepts of RAG via document grounding, explores their synergies with SAP Joule, and provides a comprehensive implementation guide for activating these capabilities within the SAP ecosystem. Document grounding will aid the rich factual results in conversational AI setup of corporate systems. Usage can be endless, where documents can be read and give a factual output.

Keywords

Retrieval-Augmented Generation (RAG), Document Grounding, Large Language Models (LLMs), SAP Joule, Conversational AI.

SAP Joule with RAG and Document Grounding: Next-Gen Document-Centric Processes. Arun Chinnannan Balasubramanian. 2024. IJIRCT, Volume 10, Issue 6. Pages 1-6. https://www.ijirct.org/viewPaper.php?paperId=2412126