Zilliz Cloud Introduction

Zilliz Cloud is a fully-managed vector database service built on open-source Milvus that provides high-performance similarity search, scalability, and enterprise-grade security across major cloud platforms (AWS, GCP, and Azure).
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What is Zilliz Cloud

Zilliz Cloud is an enterprise-ready, cloud-native vector database platform designed to store, index, and search billions of embedding vectors for AI applications. Built on top of the popular open-source Milvus database, it offers a comprehensive solution for managing high-dimensional vector data generated by deep neural networks and machine learning models. The platform supports various use cases including semantic search, recommender systems, retrieval augmented generation (RAG), and anomaly detection, making it ideal for organizations looking to implement AI-powered solutions at scale.

How does Zilliz Cloud work?

Zilliz Cloud operates through a distributed architecture that enables efficient vector similarity search using advanced indexing techniques and AI-powered optimization. The platform's Cardinal Search Engine and AutoIndex features automatically select and tune optimal search algorithms for each dataset, eliminating the need for manual optimization. It supports multiple similarity metrics (Cosine, Euclidean, IP) and provides hybrid search capabilities that allow simultaneous querying across multiple vector fields, supporting multimodal, sparse-dense, and dense-text combinations. The service integrates seamlessly with popular AI frameworks and platforms like LangChain, Spark, Snowflake, and Hugging Face, while offering both traditional cluster deployments and serverless options for flexible scaling.

Benefits of Zilliz Cloud

Users of Zilliz Cloud experience significant operational advantages including reduced costs through efficient resource utilization and pay-as-you-go pricing, improved search performance with sub-second query times on billion-scale datasets, and enhanced reliability through expert management and support. The platform eliminates the complexity of infrastructure management, allowing organizations to focus on innovation rather than maintenance. Additionally, its enterprise-grade security features, multi-tenancy support, and availability across major cloud providers ensure data protection and compliance while providing the flexibility to choose preferred cloud environments. Customers have reported up to 80% cost savings compared to other vector databases while maintaining high performance and scalability.

Zilliz Cloud Monthly Traffic Trends

Zilliz Cloud achieved 150.4K visits with a 5.0% increase in traffic. The introduction of Zilliz Cloud BYOC in February 2025, which allows users to maintain full control of their data within their cloud accounts and VPC, likely contributed to this growth by enhancing security and compliance for regulated industries.

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