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Embeddings can be precomputed. Imagine a related videos section a video sharing site. Each video's embedding is relatively static.



If you are building a search engine or a QA bot, the embedding of the query still needs to be calculated. The results do depend on the quality of the model, and if you are using a large on it does take time.




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