We think that RAG is fundamentally limited: https://www.aryn.ai/post/rag-is-a-band-aid-we-need-llm-powered-unstructured-analytics-luna https://www.aryn.ai/post

We think that RAG is fundamentally limited: https://www.aryn.ai/post/rag-is-a-band-aid-we-need-llm-powered-unstructured-analytics-luna https://www.aryn.ai/post/rag-is-a-band-aid-we-need-llm-power... We do see a world where LLMs are used to answer questions (Luna), but it’s a more complex compound AI system that references a corpus (knowledge source), and uses LLMs to process that data. The discussion around context sizes is a red herring. They can’t grow as fast the demand for data.