langchain/docs/ecosystem/zilliz.md

Zilliz

This page covers how to use the Zilliz Cloud ecosystem within LangChain. Zilliz uses the Milvus integration. It is broken into two parts: installation and setup, and then references to specific Milvus wrappers.

Installation and Setup

• Install the Python SDK with pip install pymilvus

Wrappers

VectorStore

There exists a wrapper around Zilliz indexes, allowing you to use it as a vectorstore, whether for semantic search or example selection.

To import this vectorstore:

from langchain.vectorstores import Milvus

For a more detailed walkthrough of the Miluvs wrapper, see this notebook