Zilliz Cloud, a managed vector database built on Milvus®

Zilliz Cloud is a high-performance, scalable, and fully managed vector database platform built on the open-source Milvus. It is available on AWS, GCP, and Azure.

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Zilliz Cloud, a managed vector database built on Milvus®

Introduction

What is Zilliz Cloud?

Zilliz Cloud is a fully-managed vector database service built on Milvus, designed for speed, scale, and high performance. It empowers users to unlock the full potential of unstructured data for AI applications, offering superior AI-powered search, automated indexing, and high scalability.

Features of Zilliz Cloud

  1. High-Performance Vector Search: Store, index, and manage massive embedding vectors generated by deep neural networks and ML models.

  2. Lightning-Fast Response Times: Achieve low latency and high recall, ensuring reliable and accurate real-time decision-making.

  3. AI-Powered AutoIndex: Advanced indexing combining IVF and graph techniques for superior performance across workloads.

  4. Smart Query Optimizer: Automated algorithm selection to optimize search performance and accuracy for each dataset.

  5. End-to-End Optimization: Optimizations across algorithms, systems, and hardware for peak performance and efficiency.

  6. Fully Managed & Scalable: Elastic scaling, robust data durability, and high service availability for AI applications.

  7. Multi-Cloud Deployment: Deploy on AWS, Azure, and Google Cloud across the globe with flexible deployment options.

  8. Enterprise-Grade Security: Secure your data with strong defaults and robust operational controls.

  9. Tunable Consistency: Flexibility with multiple consistency levels to align data accuracy and performance.

  10. Tiered Storage: Automated storage tiering to optimize performance and cost.

How to Use Zilliz Cloud?

  1. Get Started: Provision and deploy elastically scaling, fully-managed clusters without complexities.

  2. Vector Operations: Store and index massive embedding vectors from deep neural networks and ML models.

  3. High-Performance Search: Enable querying across multiple vector fields, supporting multimodal, sparse-dense, and dense-text combinations.

  4. Optimized Scaling: Scale horizontally with a component-based architecture for peak performance and efficiency.

Pricing Plan for Zilliz Cloud

Zilliz Cloud offers flexible pricing options to accommodate every team and workload. You can choose from multiple tiers and compute types, with a pay-as-you-go pricing model. The service also provides a free tier for developers to get started.

Helpful Tips for Using Zilliz Cloud

  1. Choose the Right Similarity Metric: Opt for Cosine, Euclidean, or IP metrics to improve classification and clustering performance.

  2. Leverage AutoIndex: Use AI-powered indexing to balance recall and performance automatically.

  3. Use Hybrid Search: Enable querying across multiple vector fields for more accurate results.

  4. Consider TCO: Zilliz Cloud reduces total cost of ownership by up to 70% compared to Milvus.

Frequently Asked Questions (FAQs)

  1. What is the difference between Zilliz Cloud and Milvus?

    • Zilliz Cloud is a fully-managed vector database service built on Milvus, offering superior performance, scalability, and ease of use.

  2. What applications is Zilliz Cloud best suited for?

    • Zilliz Cloud is ideal for recommendation systems, retrieval-augmented generation (RAG), anomaly detection, and other high-performance AI applications.

  3. How does Zilliz Cloud improve search performance?

    • Zilliz Cloud uses advanced indexing techniques, AI-powered auto-tuning, and a query optimizer to deliver superior search performance.

  4. Is Zilliz Cloud cost-effective?

    • Yes, Zilliz Cloud reduces TCO by up to 70% compared to Milvus, offering significant cost savings in infrastructure and operational expenses.

  5. Is Zilliz Cloud secure?

    • Zilliz Cloud provides enterprise-grade security with robust operational controls and strong defaults to protect your data.