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Fuel your machine learning deployment

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


    Cloud-native architecture provides breakthroughs in efficiency and agility.

  • search

    Vector similarity search

    Take advantage of data synergy by combing search with attribute filtering.

  • command

    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

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