Use language embeddings for zero-shot classification and semantic search with Amazon Bedrock
AWS Machine Learning Blog
FEBRUARY 13, 2025
The following image uses these embeddings to visualize how topics are clustered based on similarity and meaning. You can then say that if an article is clustered closely to one of these embeddings, it can be classified with the associated topic. This is the k-nearest neighbor (k-NN) algorithm.
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