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E5: The Embedding Revolution: Anton Troynikov on Chroma, Stable Attribution, and future of AI

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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How to Tune an Algorithm for Precision Recall

The nearest neighbor search has quadratic complexity when you add new vectors, but this can be reduced by using an approximate nearest neighbor algorithm./nThere is a tradeoff between precision and recall when using nearest neighbor search, but often it is not too severe and can be tuned to the needs of the application.

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