Public GitHub footprint of The Milvus Project

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

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Python SDK for Milvus Vector Database

Java SDK for Milvus.

A lightweight version of Milvus

Go SDK for Milvus(Deprecated)

Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.

The Official Milvus node.js sdk(client)

C# SDK for Milvus.

Milvus web documents and contents

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

Milvus management GUI

Rust SDK for Milvus.

The helm chart to deploy Milvus

A data migration tool for Milvus.

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milvus-operator

A library integrating embedding and reranker models from OpenAI, SentenceTransformers etc for semantic search in vector database.

C++ SDK for Milvus

Milvus official website.

Share Milvus proto files between Milvus repository and SDK repositories

Milvus file storage format repo

Milvus Command Line

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

This workshop covers the entire process of using Milvus—from installation and basic concepts to core operations and practical applications. Combining theoretical explanations with extensive hands-on exercises, it effectively helps beginners quickly master Milvus and apply it to their own projects.

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milvus tutorials

Benchmarks of approximate nearest neighbor libraries in Python

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Design docs for Milvus

extract heros (contributor) from repo

Bitnami etcd Docker Image

Conanfiles for managing third-party packages that Milvus depends on

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RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

Large models, etc. for pymilvus

homebrew for milvus ecosystem

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A rust implementation of some popular snowball stemming algorithms

🌱Light and powerful C++ web framework for highly scalable and resource-efficient web application. It's zero-dependency and easy-portable.

Build rpm package for milvus

Zilliz Cloud examples

Apache Pulsar Go Client Library

A C++ vectorized database acceleration library aimed to optimizing query engines and data processing systems.

An example to use milvus cpp sdk in your project

Prometheus Client Library for Modern C++

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Milvus documents examples

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Experimental symbolizer for cgo backtraces

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Milvus related artwork (logos in various colors and formats)

An open-source C++ library developed and used at Facebook.

Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

cuVS - a library for vector search and clustering on the GPU

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

C++ Library Manager for Windows, Linux, and MacOS

Extremely fast Bloom filters for Go

Fork to fix bug in Tencent Cloud API 3.0 SDK for Golang

Go SDK for Milvus.

A framework that provides a simple API for developing ML-driven data processing and search pipelines.

gorocksdb is a Go wrapper for RocksDB

Test infrastructure for the Milvus project.