retrieval is not the future of Aiif it was, google would have won alreadythere is another way, that doesn t require retrieval at allit costs more per conversation, but its better than a sh*ty graphRAGi am shocked by how few people know thisbut it seems the industry is not paying much attention to memory yet (hell z.ai doesn t have longterm memory at all)humans don t really remember the exact experience that happened,we remember a layer that sits on top of thatsomething that got built at the same day the experience happenedbut is not a transcript or a summarywhy would the brain do that! isn t it easier to save the actual memory?just like LLMs, our brain will be overwhelmed if we remembered every single experience (people with photographic memory go through hell)Ai agents can t remember everything, or retrieval will be hell toojust ask google; 30 years of trying to give you the best search results of a simple recipe it still fails to do that on the first tryso what! do you take the first word and the last word of every sentence and reconstruct the sentence later?No, that too doesn t work either, no matter how much Zep AI wants you to believe it