Framework & Tool
Milvus
Open-source vector database designed for billion-scale similarity search.
Definition
Milvus targets very large vector workloads with disk-based indexes (DiskANN), GPU acceleration and multiple storage backends. It is widely deployed in China and large enterprise contexts. Zilliz Cloud is the managed offering.
Common use cases
- Billion-scale search
- Multi-modal retrieval
- Enterprise RAG