用於估算資源需求並生成 Milvus 部署配置的工具。
Number of Vectors
Vector Dimension
Index TypeHow to choose vector index?
With Scalar Fields
Offloading Fields to Disk
Milvus uses Mmap to enable direct memory access to large files on disk without reading the entire files into memory.
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
CPU
0 Core
Memory
0 B
Storage
0 B
Local Disk
0 B
0 Core 0 GB
0 Core 0 GB
0 Core 0 GB
Install Milvus
wget https://github.com/milvus-io/milvus/releases/download/undefined/milvus-standalone-docker-compose.yml -O docker-compose.yml
sudo docker compose up -dNumber of Vectors
Vector Dimension
Index TypeHow to choose a GPU index?
With Scalar Fields
Host memory only — not counted into VRAM
Mode
Standalone
Suitable for small to medium scale.Distributed
Suitable for large scale.The GPU estimate does not switch mode automatically — pick the one you plan to deploy.
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
GPU Memory
4.51 GB
CPU
2 Core
Memory
8 GB
2 Core 8 GB
x 1
Zilliz Cloud
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- Use-case optimized compute units for your workload
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