The open source vector database designed for AI applications
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milvus-io 是一个专注于人工智能应用的开源向量数据库项目,其在 GitHub 上拥有多样的公共代码库。主要使用 Go、Python、C++、JavaScript 和 TypeScript 等编程语言,包含一系列广泛使用的项目,如 Milvus 和 pymilvus,为开发者提供了强大的工具和支持。
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.
milvus-io 在 GitHub 上构建了多个与向量数据库相关的项目,包括 Milvus、pymilvus 和 bootcamp。这些项目涵盖了从数据库实现到数据处理和分析的广泛功能,支持多种 AI 应用场景。
milvus-io 主要使用 Go、Python、C++、JavaScript、TypeScript 和 Shell 进行开发。这些语言的组合使得其项目在性能和灵活性上都具备优势,适用于不同的开发需求。
是的,milvus-io 的所有代码库都是公开的。这意味着任何人都可以访问、使用和贡献代码,促进了开源社区的协作和创新。