PinnedXiaofan LuanMilvus 2.0: Redefining Vector DatabaseMilvus 2.0 is available now. This refactored, cloud-native version powers image/video search, chatbots, and many more AI applications.9 min read·Jul 21, 2021----
Xiaofan LuanDiskANN: A Disk-based ANNS Solution with High Recall and High QPS on Billion-scale DatasetThe paper introduces a state-of-the-art method to perform index building and search on the billion-scale dataset using a single machine ……16 min read·Sep 26, 2021----
Xiaofan LuanDNA Sequence Classification based on MilvusIntroductionUse Milvus, an open-source vector database, to recognize gene families of DNA sequences. Less space but higher accuracy.7 min read·Sep 2, 2021----
Xiaofan LuanPaper Reading|HM-ANN: When ANNS Meets Heterogeneous MemoryDiscover the advantages the novel HM-ANN offers over existing approximate nearest neighbor search algorithms for billion-scale vector…9 min read·Aug 30, 2021----
Xiaofan LuanMilvus ArchitectureMilvus 2.0 is advanced in its architecture, microservice, and cloud-native design.5 min read·Jul 23, 2021----