Milvus

Trusted by our users

Fuel your machine learning deployment

Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.

Cloud-native
Cloud-native architecture provides breakthroughs in efficiency and agility.
Vector similarity search
Take advantage of data synergy by combing search with attribute filtering.
Developer first
Milvus provides comprehensive multi-language SDKs for your ML applications.

# Install via Launchpad PPA on Ubuntu
sudo apt install software-properties-common
sudo add-apt-repository ppa:milvusdb/milvus-standalone
sudo apt update
sudo apt install milvus

Install milvus in 2 minutes

Manage data in a traditional way

Vector search never so easy

Simplified development with Attu

(Thanks for contribution from Zilliz)

View Milvus cluster statistics

Browse, query, and manage collections

Perform CRUD or bulk operations

Download Attu

Join our community

Milvus is backed by a strong open source community

Slack Github Forum

Fuel your machine learning deployment

Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.

Cloud-native

Vector similarity search

Developer first

Simplified development with Attu

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