milvus

milvus-lite

Last released Aug 25, 2026

Lightweight version of Milvus for local development and testing

pymilvus

Last released Jul 29, 2026

Python SDK for Milvus

vectordb-bench

Last released May 15, 2026

VectorDBBench is not just an offering of benchmark results for mainstream vector databases and cloud services, it's your go-to tool for the ultimate performance and cost-effectiveness comparison. Designed with ease-of-use in mind, VectorDBBench is devised to help users, even non-professionals, reproduce results or test new systems, making the hunt for the optimal choice amongst a plethora of cloud services and open-source vector databases a breeze.

zilliz-cli

Last released Apr 21, 2026

CLI for Zilliz Cloud resource management and Milvus operations

milvus-cli

Last released Mar 6, 2026

CLI for Milvus

ray-milvus

Last released Jan 23, 2026

Ray Data datasource and datasink for Milvus Storage

milvus-storage

Last released Jan 15, 2026

Python bindings for milvus-storage - a high-performance storage engine using Apache Arrow Parquet

pymilvus.model

Last released Mar 31, 2025

Model components for PyMilvus, the Python SDK for Milvus

milvus-model

Last released Jan 14, 2025

Model components for PyMilvus, the Python SDK for Milvus

pymilvus-orm

Last released Aug 11, 2021

Python ORM Sdk for Milvus(>= 2.0)

pymilvus-distributed

Last released May 19, 2021

Python Sdk for Milvus-Distributed

pymilvus-test

Last released Feb 24, 2021

Python Sdk for Milvus

milvus-test

Last released Aug 30, 2019

Python Sdk for Milvus; Test version