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Thanks... I also have another lingering doubt about the ability of RAG to make sense of "history", i.e. how to make sure that a more recent document on a given topic has more "weight" than older documents on the same issue.

I try to explain this a bit better here: https://pa-mar.net/Study/AiKiDo/VirtualBudoPass.html



This is done at a reranking step. It's again custom. You have two variables - 1/ relevance (which most algos focus on) 2/ Date. Create a new score based on some combination of weights for relevance and date. Eg; Could be 50% of date. If the document has 70% relevance, but was published yesterday, it's overall score would be 85%. (A conceptual idea). This is similar to how you do weighted sorting anywhere.


Thank you!

Btw, I notice only now that the link that was supposed to explain my question better is completely wrong.

https://news.ycombinator.com/item?id=42589014

(But you still provided much needed clarification).


No worries. If you need any specific help with the use case, please feel free to reach out on my email. ankit at clioapp.ai




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