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LFAI

Milvus Sizing Tool

A tool for estimating resource requirements and generating a configuration for your Milvus deployment.

Number of Vectors

Million

Vector Dimension

Index TypeHow to choose vector index?

With Scalar Fields

Average Data Size Per Row
Bytes

Offloading Fields to Disk

Milvus uses Mmap to enable direct memory access to large files on disk without reading the entire files into memory.

Segment Size

Standalone
Suitable for small to medium scale.
Distributed
Suitable for large scale.

Note: the config is our best estimation based on the experience but we suggest to test with your data and traffic pattern before launching to production.

Resource RequirementsExplore Managed Service Cost

Data Size Calculation

0 B
0 B

CPU

0 Core

Memory

0 B

Storage

0 B

Local Disk

0 B

Standalone Node

0 Core 0 GB

Local Disk: 0 B

0 Core 0 GB

Pvc per Pod: 0 GB
0
Minio

0 Core 0 GB

Pvc per Pod: 0 GB
0

Install Milvus

wget https://github.com/milvus-io/milvus/releases/download/latest/milvus-standalone-docker-compose.yml -O docker-compose.yml
sudo docker compose up -d
How to run Milvus with Docker Compose?
Zilliz Cloud

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  • Use-case optimized compute units for your workload
  • Enterprise-grade security
  • Available on AWS, GCP, and Azure
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