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Zilliz
Zilliz Cloud is a fully managed Milvus-based vector database offering billion-scale similarity search, multi-cloud serverless and distributed clusters, SDKs and APIs, embedding pipelines, AUTOINDEX/Cardinal acceleration, RBAC and observability for RAG, semantic search, and recommender systems.
Use Cases
- 🟢 Build a production-ready retrieval-augmented generation (RAG) system that serves accurate, context-aware answers from company knowledge using Zilliz Cloud's managed Milvus vectors, embedding pipelines, AUTOINDEX/Cardinal acceleration for low-latency billion-scale search, plus RBAC and observability to secure and monitor performance.
- 🟢 Implement multimodal semantic search across text, images, and audio to power an enterprise search portal or digital asset management system with serverless high-throughput vector search, distributed clusters for scale, and SDKs/APIs for easy integration.
- 🟢 Deliver real-time personalized recommendations and similarity-based ranking for e-commerce or media platforms using Zilliz Cloud's embedding pipelines, billion-scale vector clusters, automatic indexing and cardinal acceleration to ensure low-latency, accurate recommendations with built-in security and monitoring.