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Clarify that vectors are stored in points and those in collections
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Bastian Hofmann
2025-07-31 22:26:33 -06:00
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qdrant-landing/content/documentation/overview/_index.md
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@@ -41,7 +41,7 @@ databases (as seen in the image above), data is organized in rows and columns (a
called **Tables**), and queries are performed based on the values in those columns. However,
in certain applications including image recognition, natural language processing, and recommendation
systems, data is often represented as vectors in a high-dimensional space, and these vectors, plus
an id and a payload, are the elements we store in something called a **Collection** within a vector
an id and a payload we call a point. These points are the elements we store in something called a **Collection** within a vector
database like Qdrant.
A vector in this context is a mathematical representation of an object or data point, where elements of