It's sort of the whole tension when you query vectorized data/embeddings -- you need to balance accuracy and recall against the performance you need.
It took me a while to wrap my head around the two terms since they seem similar -- but Accuracy is basically "did i get mostly good results" and Recall is "did I get most of the good results" and they're subtly different. :)
Those two terms, though, will unlock as deep a rabbit-hole as you'd like on the subject.
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It's sort of the whole tension when you query vectorized data/embeddings -- you need to balance accuracy and recall against the performance you need.
It took me a while to wrap my head around the two terms since they seem similar -- but Accuracy is basically "did i get mostly good results" and Recall is "did I get most of the good results" and they're subtly different. :)
Those two terms, though, will unlock as deep a rabbit-hole as you'd like on the subject.