MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
By: Chi-Hsiang Hsiao, Yi-Cheng Wang, Tzung-Sheng Lin, Yi-Ren Yeh, Chu-Song Chen
Published: 2025-12-25
View on arXiv →#cs.AI
Abstract
This paper introduces MegaRAG, a novel framework for Retrieval Augmented Generation that leverages both multimodal data and knowledge graphs. It aims to enhance the accuracy and relevance of generated content by integrating rich contextual information from various modalities and structured knowledge. This approach promises significant improvements for intelligent systems requiring accurate and context-aware responses.