Database / Milvus Vector database Interview questions
What is Milvus Lite?
Milvus Lite is a lightweight, embedded version of Milvus distributed as a Python library, installable with a plain pip install, that runs entirely within a single Python process with no separate server, Docker container, or Kubernetes cluster required.
from pymilvus import MilvusClient # no server needed; data persists to a local file client = MilvusClient("milvus_demo.db") client.create_collection(collection_name="demo", dimension=768)
It shares the same client API as full Milvus, so code written and tested against Milvus Lite can generally be pointed at a standalone or distributed Milvus deployment later with minimal changes, just swapping the connection target. This makes it well suited for local prototyping, tutorials, small-scale experimentation, and CI test suites, though it isn't intended for production workloads at meaningful scale, since it doesn't provide the distributed architecture, replication, or horizontal scalability of full Milvus.
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