pymilvus and python-milvus-server
The Python SDK provides a client library to interact with an already-running Milvus server, while the server starter is a utility to programmatically launch the Milvus server itself within Python—making them complementary tools in a deployment workflow.
About pymilvus
milvus-io/pymilvus
Python SDK for Milvus Vector Database
Provides gRPC-based client libraries for vector search operations including collection management, index configuration, and hybrid scalar-vector queries against Milvus clusters. The SDK supports optional bulk loading via `bulk_writer` and semantic search via `milvus-model` integrations, with version-specific compatibility ensuring alignment with Milvus server releases.
About python-milvus-server
matrixji/python-milvus-server
Start milvus server in python
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