EY builds multimodal RAG with knowledge graphs

EY developed a multimodal RAG framework that retrieves charts, tables, and images alongside text using a knowledge graph. The approach separates content into text and illustration pipelines, stores them in vector indexes, and links them via weighted relationships. This improves accuracy and response narratives without modifying the underlying LLM.