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by moffkalast 592 days ago
I dare say RAG with vector DBs is underwhelming because embeddings are not underrated but appropriately rated, and will not give you relevant info in every case. In fact, the way LLMs retrieve info internally [0] already works along the same principle and is a large factor in their unreliability.

[0] https://nonint.com/2023/10/18/is-the-reversal-curse-a-genera...