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Is RAG Dead? Long Context, Grep, and the End of the Mandatory Vector DB

• akitaonrails 7mo ago
  Classic RAG (using vector database) is over. With the most modern frontier models offering 1 million or more tokens for the context window, we should change our approach to knowledge organization.
  • teleforce 7mo ago
    > Classic RAG (using only vector database) is over Fixed that for you.
• Jet_Xu 7mo ago
  If you want to get knowledge from KB within 10 seconds, then traditional RAG (embedding+vector based) is still the most efficient way -- maybe more in consumer facing search / chat area. If you want to get most precise and useful information from KB in minutes, then Agentic RAG is the key.