> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-zh.cn/llms.txt
> Use this file to discover all available pages before exploring further.

# Milvus 集成

> 使用 LangChain Python 与 Milvus 集成。

> [Milvus](https://milvus.io/docs/overview.md) 是一个数据库，用于存储、索引和管理
> 由深度神经网络及其他机器学习（ML）模型生成的海量嵌入向量。

## 安装和设置

安装 Python SDK：

<CodeGroup>
  ```bash pip theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  pip install langchain-milvus
  ```

  ```bash uv theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  uv add langchain-milvus
  ```
</CodeGroup>

## 向量存储

查看 [使用示例](/oss/python/integrations/vectorstores/milvus)。

要导入此向量存储：

```python theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
from langchain_milvus import Milvus
```

***

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