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Vector databases (beyond the hype)
Practical AI: Machine Learning, Data Science, LLM
What Is a Vector Database?
A vector database is a purpose-built database that efficiently manages stores and updates vectors at scale. Vectors, you could call them a sort of compressed data representation that contains semantic information about any underlying entity. It could be text, images, audio, anything like that. I think the scalability is a very key factor there, and it also retrieves the most similar vectors to given query in a way that considers the semantics of the query.
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