RAG as Notecards Analogy
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Nov 2, 2024
RAG as Notecards Analogy A practical analogy explaining RAG limitations by comparing the system to a human intern handling notecards, highlighting when retrieval-augmented generation might fail.
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A useful way to think of RAG is to think of them as notecards being shoved into a slot, along with the original prompt/instructions. If a smart human intern, being given the pile of notecards & the instructions, would use them in a confused way, then your RAG system may struggle.
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References
- Category: other Prompts
- Source: https://x.com/emollick/status/1852550773130793153
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