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fix: revised collections defination with respect to addition of named vectors in the API

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Mihir Bagchi
2023-07-24 14:28:08 +05:30
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qdrant-landing/content/documentation/concepts/collections.md
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@@ -7,8 +7,7 @@ aliases:
# Collections
A collection is a named set of points (vectors with a payload) among which you can search.
Vectors within the same collection must have the same dimensionality and be compared by a single metric.
A collection is a named set of points (vectors with a payload) among which you can search. The vector of each point within the same collection must have the same dimensionality and be compared by a single metric. [Named vectors](https://qdrant.tech/documentation/concepts/collections/#collection-with-multiple-vectors) can be used to have multiple vectors in a single point, each of which can have their own dimensionality and metric requirements.
Distance metrics are used to measure similarities among vectors.
The choice of metric depends on the way vectors obtaining and, in particular, on the method of neural network encoder training.