Milvus Server Docker Installation and Packaging Dependencies

Milvus is an open-source vector database with significant traction in Generative AI and RAG use cases. It offers flexible deployment options, including local and cloud (Zilliz) services. The main dependencies for Milvus standalone server include FAISS, etcd, Pulsar/Kafka, Tantivy, RocksDB, Minio/S3/GCS/Azure Blob Storage, Kubernetes, StorageClass, Persistent Volumes, Prometheus, and Grafana. The Docker image size for Milvus standalone container is around 300MB. It has a frequent release cycle with approximately one major release per month. Six SDKs are available in Python, Node, Go, C#, Java, and Ruby. Understanding these details can help organizations better plan and prepare for integrating Milvus into their technology stack.