toolspool

Zilliz

Paid

What it does

Zilliz provides a fully managed vector database management system, Zilliz Cloud, powered by the open-source Milvus. It is designed for enterprise-grade AI applications, supporting billion-scale vector search, Retrieval Augmented Generation (RAG), and large language models. Zilliz aims to simplify the deployment and scaling of vector search applications by eliminating the need for complex infrastructure management.

How to use: To use Zilliz Cloud, users can sign up for a free account, download one of the official SDKs (Python, Java, Go, Node.js), create their first collection, and perform vector similarity searches. For launching applications, users can upgrade to a pay-as-you-go plan. The platform offers intuitive RESTful APIs and user-friendly SDKs for control and data plane operations.

Core features

  • Fully managed Milvus service
  • Billion-scale vector search
  • High performance (10x faster retrieval with Cardinal search engine)
  • Highly Scalable (up to 500 CUs, 100 billion items)
  • High Availability (99.95% monthly uptime)
  • Security & Governance (SOC2 Type II, ISO27001, RBAC)
  • Built-in Embedding Pipelines
  • Multi-Cloud availability (AWS, Azure, GCP)
  • AI Integrations
  • Comprehensive data management (migration, import, backup/restore)

Use cases

  • Retrieval Augmented Generation (RAG)
  • Recommender System
  • Text/Semantic Search
  • Image Similarity Search
  • Audio Similarity Search
  • Video Similarity Search
  • AI Agents
  • Molecular Similarity Search

Reviews

Big-picture takes: what it's for and whether it delivers. High-engagement videos from YouTube — not sponsored.

Zilliz + AWS: Scaling Vector Databases for AI

The Ravit Show · 204K views

How Zilliz (Managed Milvus) Cloud Gives AI Agents Real Memory at Scale

AI BORDER · 33K views

Zilliz Cloud Review (Milvus Combo) - (2026) My Real Experience Building Vector Search

Daniel | Tech & Data · 27K views