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Vector databases (beyond the hype)
Practical AI: Machine Learning, Data Science, LLM
The Power of the Vector
Sentence vectors generated by sentence transformers encode the semantics of a sentence. When a query is submitted, the semantics of the query are matched against the vectors in the database to find similar sentences or documents. This method allows for efficient and accurate querying of large volumes of data.
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