Development and evaluation of an agentic LLM based RAG framework for evidence-based patient education

ARAG noticeably improves Arabic PEM generation, particularly with Arabic-centred models like AceGPT-v2-32B. Larger models appear necessary for reliable harmful content validation. Automated evaluation showed potential for ranking systems, aligning with expert judgement for top performers.