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I agree, but at the same time now is the easiest it's ever been to create great vectors. Sentence-Bert [1] by Nils Reimers is a collection of pre-trained models specficially trained to create good vectors. You can use them out of the box with Weaviate. All you have to do is select your desired model [2] and your text (or images, etc.) will be translated into vectors at import time. As I mentioned in another comment, with Weaviate the goal is to make it as easy to use as any existing search engine or database while still providing you the benefits of Deep Learning & Vector Search.

[1] Sentence-BERT: https://sbert.net

[2] Weaviate Customizer with Out-of-the-box models: https://www.semi.technology/developers/weaviate/current/gett...



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