MemotivaRAG & Vector DB Interview: Milvus Architecture, Sharding, Indexes, GPU Support

What is the architecture of Milvus?

RAG & Vector DB Interview: Milvus Architecture, Sharding, Indexes, GPU Support

Audio flashcard · 0:31

Nortren·

What is the architecture of Milvus?

0:31

Milvus follows a cloud-native architecture with four layers: access, coordinator, worker, and storage. The access layer handles client requests through a proxy. Coordinators manage cluster metadata, data placement, and scheduling. Workers handle data ingest, indexing, and query execution. Storage includes object storage like S3 for vectors, a log broker like Kafka or Pulsar for streaming writes, and a metadata store like etcd. This separation lets each component scale independently and gives Milvus its signature ability to handle billion-vector deployments.
milvus.io