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Vector databases (beyond the hype)
Practical AI: Machine Learning, Data Science, LLM
What is a Vector Database and Why are People Talking about Them?
A vector database is a purpose-built database that efficiently manages, stores, and retrieves vectors at scale. Vectors are compressed data representations containing semantic information about entities, such as text, images, or audio. This type of database retrieves the most similar vectors to a given query, considering the query's semantics. It is gaining attention due to its scalability and ability to handle large amounts of data.
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