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Milvus Limits

Milvus is committed to providing the best vector databases to power AI applications and vector similarity search. However, the team is continuously working to bring in more features and the best utilities to enhance user experience. This page lists out some known limitations that the users may encounter when using Milvus.

Length of a resource name

ResourceLimit
Collection255 characters
Field255 characters
Index255 characters
Partition255 characters

Naming rules

The name of a resource can contain numbers, letters, and underscores (_). A resource name must start with a letter or an underscore (_).

Number of resources

ResourceLimit
Collection65,536
Connection / proxy65,536

Number of resources in a collection

ResourceLimit
Partition4,096
Shard256
Field256
Index1
Entityunlimited

Length of a string

Data typeLimit
VARCHAR65,535

Dimensions of a vector

PropertyLimit
Dimension32,768

Input and Output per RPC

OperationLimit
Insert512 MB
Search512 MB
Query512 MB

Load limits

In current release, data to be load must be under 90% of the total memory resources of all query nodes to reserve memory resources for execution engine.

Search limits

VectorsLimit
topk (number of the most similar result to return)16,384
nq (number of the search requests)16,384