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Milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

View on GitHub Official site
Vector Databases Apache-2.0 Medium setup 45,318 stars

Overview

Description

Milvus is a high-performance vector database built to power AI applications by efficiently organizing and searching massive amounts of unstructured data like text, images, and multi-modal content. It handles billions of vectors with real-time streaming updates, scales horizontally on cloud infrastructure, and supports standalone, Kubernetes, or fully managed cloud deployment. Enterprises trust it for Retrieval-Augmented Generation (RAG), recommendation systems, and semantic search.

Technical scorecard

License

Apache-2.0

Commercial use

Yes

OpenAI-compatible API

No

REST API

No

Fine-tuning support

No

Quantization support

No

Docker available

Yes

GUI / no-code available

No

Telemetry

Unknown

Offline after setup

No

Data & Privacy

Does it send data online?

This listing is not marked offline after setup.

Does it store history?

Not verified in this directory yet. Review the upstream docs for persistence, logs, and workspace storage.

License checks?

Commercial use is marked as allowed or likely allowed by the listed license.

Telemetry?

Unknown

Last verified: Jul 22, 2026. Maintainer verification should be treated as directory guidance, not legal advice.

🛡️

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Setup & Installation

Medium

A developer can usually get this running with standard docs.

# Start with the official project repository
# https://github.com/milvus-io/milvus

Hardware Requirements

Hardware tagsCPU, GPU (NVIDIA)
LanguagesGo, Python

Works Well With