Yes but no . This problem also exists with external vector databases as the ratio of relevant-to-irrelevant docs decreases with larger databases. I think the Focused Transformer paper looked into this: https://
arxiv.org/abs/2307.03170
Vector Database Scalability and Relevant Document Ratio Challenges
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