There is speculation about the future of RAG due to advancements in context engineering and semantic layers for agentic AI. Some outlets suggest that while RAG may not be entirely obsolete, context engineering is gaining prominence, and other approaches such as intent engineering are emerging. The impact of large language models and hybrid retrieval intent on the use of RAG in enterprise programs is also being discussed.