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关于 Milvus

Milvus 是一个专为可扩展相似性搜索和 AI 应用而构建的开源向量数据库。为企业级 AI 工作负载处理数十亿向量,提供高吞吐量和低延迟。

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#向量数据库#开源#可扩展#企业级
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Milvus 核心功能

High-Performance Vector SearchMilvus is optimized for similarity search on billions of vectors, delivering millisecond-level latency and high throughput, making it ideal for real-time AI applications.

Scalable ArchitectureDesigned with a cloud-native, distributed architecture that allows horizontal scaling of storage and compute resources, ensuring seamless growth from prototype to production.

Multiple Index TypesSupports a variety of indexing algorithms (e.g., IVF, HNSW, DiskANN) to balance speed, accuracy, and memory usage, enabling fine-tuning for specific use cases.

Hybrid SearchCombines vector similarity with scalar filtering and full-text search, allowing complex queries that meet both semantic and exact-match requirements.

Rich SDKs and APIsProvides official SDKs for Python, Java, Go, Node.js, and RESTful APIs, making integration with existing AI pipelines straightforward.

Data Management and PersistenceOffers robust data insertion, deletion, and update capabilities with durable storage, ensuring data integrity and availability.

Observability and MonitoringIncludes built-in metrics, logging, and tracing features, plus integration with Prometheus and Grafana for production-grade monitoring.

Milvus 订阅计划

Open Source (Community)

Free

  • Full-featured vector database
  • Self-hosted deployment
  • Community support
  • Access to all core features

Zilliz Cloud (Managed)

Pay-as-you-go (check official pricing)

  • Fully managed service
  • Automatic scaling and backups
  • SLA and enterprise support
  • Advanced security and compliance

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