From cac0d3218ed68d2c9f323273acc561bbbbec9ffe Mon Sep 17 00:00:00 2001 From: Bastian Hofmann Date: Thu, 31 Jul 2025 22:26:33 -0600 Subject: [PATCH] Improve overview docs Clarify that vectors are stored in points and those in collections --- qdrant-landing/content/documentation/overview/_index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/qdrant-landing/content/documentation/overview/_index.md b/qdrant-landing/content/documentation/overview/_index.md index 74272c627..9cbe0b11a 100644 --- a/qdrant-landing/content/documentation/overview/_index.md +++ b/qdrant-landing/content/documentation/overview/_index.md @@ -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