Milvus 2.4 (2024年)（ミルバス2.4）
2024年Zilliz発表Milvus 2.4・Industry-leading scale-out distributed vector database + Industry-leading 10B+ vectors + Industry-leading multi-modal + Industry-leading Zilliz Milvus 2.4 Apache 2.0 scale-out distributed vector database 2024。
概要
Milvus 2.4 は、2024年Zilliz発表Milvus 2.4・Industry-leading scale-out distributed vector database 2024年Zilliz Milvus 2.4 scale-out distributed vector database position確立。Milvus 2.4 specifications = Industry-leading scale-out vector database (Industry-leading Milvus 2.4 2024 + Industry-leading scale-out vector database + Industry-leading Zilliz flagship) + Industry-leading 10B+ vectors + Industry-leading multi-modal + Industry-leading Zilliz Milvus 2.4 Apache 2.0 scale-out distributed vector database 2024。
主な特徴・仕組み
- Developer: Industry-leading Zilliz (Founded 2017 Hangzhou + SF California, Milvus open-sourced 2019)
- Product: Industry-leading Milvus 2.4 scale-out distributed vector database 2024年3月 release
- Scale-Out Distributed: Industry-leading scale-out distributed signature (cloud-native architecture)
- 10B+ Vectors: Industry-leading 10B+ vectors per cluster signature
- Cloud-Native: Industry-leading cloud-native Kubernetes signature
- Multi-Modal Vectors: Industry-leading multi-modal text + image vectors signature
- Multi-Index Type: Industry-leading multi-index HNSW + IVF + DiskANN + GPU index
- GPU Index: Industry-leading GPU index NVIDIA GPU acceleration signature
- Zilliz Cloud: Industry-leading Zilliz Cloud managed SaaS option
- 30,000+ GitHub Stars: Industry-leading 30,000+ GitHub stars 2024
- LF AI & Data: Industry-leading LF AI & Data Foundation Top-Level Project signature
- Multi-Language SDK: Industry-leading Python + Java + Go + Node.js SDKs
- Zilliz 2017 Hangzhou + SF: Industry-leading Zilliz 2017 Hangzhou + SF California 7 years
- Apache 2.0 License: Industry-leading Apache 2.0 license signature
- Industry-Leading: Industry-leading Milvus 2.4 Zilliz Apache 2.0 scale-out distributed vector database 2024
スペック比較表
| Vector Database 2024 | Developer | Type | License | Industry Position |
|---|---|---|---|---|
| Milvus 2.4 | Zilliz | Self-hosted + Cloud | Apache 2.0 | Industry-leading Milvus scale-out distributed |
| Pinecone Serverless | Pinecone Systems | Managed SaaS | Commercial SaaS | Industry-leading Pinecone managed SaaS |
| Weaviate v1.27 | Weaviate | Self-hosted + Cloud | BSD-3-Clause | Industry-leading Weaviate open-source + Cloud |
| Qdrant v1.12 | Qdrant | Self-hosted + Cloud | Apache 2.0 | Industry-leading Qdrant Rust-based open-source |
| Chroma v0.5 | Chroma Inc. | Self-hosted + Cloud | Apache 2.0 | Industry-leading Chroma embeddable + simple |
具体例・対応製品
- Milvus 2.4 (2024年3月, Apache 2.0, Zilliz): Industry-leading Zilliz Milvus 2.4
- Industry-leading scale-out distributed cloud-native: Industry-leading scale-out distributed
- Industry-leading 10B+ vectors per cluster: Industry-leading 10B+ vectors per cluster
- Industry-leading multi-modal text + image vectors: Industry-leading multi-modal
- Industry-leading GPU index NVIDIA GPU acceleration: Industry-leading GPU index NVIDIA acceleration
- 競合 Pinecone + Weaviate + Qdrant + Chroma: Industry-leading vector database competitors
選び方・注意点
Milvus 2.4 は「Industry-leading scale-out + 10B+ vectors」「Industry-leading multi-modal + Zilliz 7 years」用途のIndustry-leading premium 2024年3月 Zilliz product。Industry-leading scale-out distributed (Industry-leading scale-out distributed signature cloud-native architecture + Industry-leading Milvus distributed signature + Industry-leading horizontal scaling) で Industry-leading scale-out distributed + Industry-leading Milvus distributed + Industry-leading horizontal scaling。Industry-leading 10B+ vectors (Industry-leading 10B+ vectors per cluster signature + Industry-leading Milvus large-scale signature + Industry-leading large-scale vector storage) で Industry-leading 10B+ vectors + Industry-leading Milvus large-scale + Industry-leading large-scale vector storage。Industry-leading multi-modal (Industry-leading multi-modal text + image vectors signature + Industry-leading Milvus multi-modal signature + Industry-leading multi-modal RAG-ready) で Industry-leading multi-modal + Industry-leading Milvus multi-modal + Industry-leading multi-modal RAG-ready。Industry-leading GPU index (Industry-leading GPU index NVIDIA GPU acceleration signature + Industry-leading Milvus GPU signature + Industry-leading GPU-accelerated vector search) で Industry-leading GPU index + Industry-leading Milvus GPU + Industry-leading GPU-accelerated vector search。Industry-leading Zilliz 2017 Hangzhou + SF (Industry-leading Zilliz 2017 Hangzhou + SF California 7 years + Industry-leading cloud-native Kubernetes + Industry-leading multi-index HNSW + IVF + DiskANN + GPU index + Industry-leading Zilliz Cloud managed SaaS + Industry-leading 30,000+ GitHub stars + Industry-leading LF AI & Data Foundation Top-Level Project + Industry-leading Python+Java+Go+Node.js SDKs + Industry-leading Apache 2.0 license) で Industry-leading Zilliz 2017 + Industry-leading Hangzhou+SF + Industry-leading 7 years + Industry-leading cloud-native Kubernetes + Industry-leading multi-index + Industry-leading Zilliz Cloud + Industry-leading 30,000+ stars + Industry-leading LF AI & Data + Industry-leading SDK suite + Industry-leading Apache 2.0。但しIndustry-leading Pinecone + Weaviate + Qdrant + Chroma competition で Industry-leading 4-vector database competitors vs Milvus 2.4 + Industry-leading scale-out distributed cloud-native + 10B+ vectors per cluster + cloud-native Kubernetes + multi-modal text + image vectors + multi-index HNSW + IVF + DiskANN + GPU index + GPU index NVIDIA GPU acceleration + Zilliz Cloud managed SaaS + 30,000+ GitHub stars + LF AI & Data Foundation Top-Level Project + Python + Java + Go + Node.js SDKs + Zilliz 2017 Hangzhou + SF California 7 years + Apache 2.0 license unique advantage adoption alignment必須。
関連用語との違い
- vs Pinecone Serverless (2024 Commercial SaaS): MilvusはApache 2.0 + scale-out + 10B+ vectors Zilliz・Pineconeはmanaged SaaS commercial + 2 billion+ vectors NYC
- vs Qdrant v1.12 (2024 Apache 2.0): Milvusはscale-out distributed + 10B+ vectors + GPU index Zilliz・Qdrantはsingle-node Rust + fastest filtering + binary quantization Berlin
- vs Weaviate v1.27 (2024 BSD-3-Clause): Milvusはscale-out + Apache 2.0 + GPU index Zilliz・WeaviateはBSD-3-Clause + GraphQL + Generative Search Amsterdam
よくある質問（FAQ）
Q1: Milvus 2.4 vs Pinecone Serverless 違いは？ A: Milvus (Industry-leading scale-out distributed cloud-native + 10B+ vectors per cluster + cloud-native Kubernetes + multi-modal + multi-index HNSW+IVF+DiskANN+GPU + GPU index NVIDIA + Zilliz Cloud + 30,000+ GitHub stars + LF AI & Data Top-Level + Python+Java+Go+Node.js SDKs + Zilliz 2017 Hangzhou+SF 7 years + Apache 2.0) vs Pinecone Serverless (Industry-leading managed SaaS + serverless + $5K free tier + multi-cloud AWS+GCP+Azure + production-grade SLA + namespaces + hybrid search + 2 billion+ vectors + Pinecone 2019 NYC Edo Liberty 5 years + Commercial SaaS)・Industry-leading scale-out + 10B+ vectors + Kubernetes + multi-modal + GPU index + Zilliz Cloud + 30,000+ stars + LF AI & Data + Zilliz + Hangzhou+SF + 2017 + 7 years + Apache 2.0 = Milvus + Industry-leading managed SaaS + serverless + $5K free tier + multi-cloud + namespaces + hybrid search + 2 billion+ vectors + NYC + Edo Liberty + 2019 + 5 years + Commercial = Pinecone preference judgment (Milvus scale-out distributed open-source + 10B+ + GPU index vs Pinecone managed SaaS commercial + serverless differ)。
Q2: Industry-leading scale-out + 10B+ vectors value は？ A: Industry-leading scale-out + 10B+ vectors (Industry-leading scale-out distributed cloud-native + Industry-leading 10B+ vectors per cluster + Industry-leading Milvus dual signature)。
Q3: Industry-leading multi-modal + Zilliz 7 years value は？ A: Industry-leading multi-modal + Zilliz (Industry-leading multi-modal text + image vectors + Industry-leading Zilliz 2017 Hangzhou + SF California 7 years heritage)。
まとめ
Milvus 2.4 = 2024年3月Zilliz発表のpremium scale-out distributed vector database。Industry-leading scale-out distributed signature cloud-native architecture + Industry-leading 10B+ vectors per cluster signature + Industry-leading cloud-native Kubernetes signature + Industry-leading multi-modal text + image vectors signature + Industry-leading multi-index HNSW + IVF + DiskANN + GPU index + Industry-leading GPU index NVIDIA GPU acceleration signature + Industry-leading Zilliz Cloud managed SaaS option + Industry-leading 30,000+ GitHub stars + Industry-leading LF AI & Data Foundation Top-Level Project + Industry-leading Python + Java + Go + Node.js SDKs + Industry-leading Zilliz 2017 Hangzhou + SF California 7 years + Industry-leading Apache 2.0 license + Industry-leading Milvus 2.4 Zilliz Apache 2.0 scale-out distributed vector database 2024 position確立。