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-# Why use a Vector Database & How Does it Work?
-
-In the ever-evolving landscape of data management and artificial intelligence, [vector databases](https://qdrant.tech/qdrant-vector-database/) have emerged as a revolutionary tool for efficiently handling complex, high-dimensional data. But what exactly is a vector database? This comprehensive guide delves into the fundamentals of vector databases, exploring their unique capabilities, core functionalities, and real-world applications.
-
-## What is a Vector Database?
-
-A [Vector Database](https://qdrant.tech/qdrant-vector-database/) is a specialized database system designed for efficiently indexing, querying, and retrieving high-dimensional vector data. Those systems enable advanced data analysis and similarity-search operations that extend well beyond the traditional, structured query approach of conventional databases.
-
-## Why use a Vector Database?
+> A [Vector Database](https://qdrant.tech/qdrant-vector-database/) is a specialized database system designed for efficiently indexing, querying, and retrieving high-dimensional vector data. Those systems enable advanced data analysis and similarity-search operations that extend well beyond the traditional, structured query approach of conventional databases.
 
 The data flood is real.