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# langchain-milvus
This is a library integration with [Milvus](https://milvus.io/) and [Zilliz Cloud](https://zilliz.com/cloud).
## Installation
```bash
pip install -U langchain-milvus
```
## Milvus vector database
See a [usage example](https://python.langchain.com/v0.2/docs/integrations/vectorstores/milvus/)
```python
from langchain_milvus import Milvus
```
## Milvus hybrid search
See a [usage example](https://python.langchain.com/v0.2/docs/integrations/retrievers/milvus_hybrid_search/).
```python
from langchain_milvus import MilvusCollectionHybridSearchRetriever
```
## Zilliz Cloud vector database
See a [usage example](https://python.langchain.com/v0.2/docs/integrations/vectorstores/zilliz/).
```python
from langchain_milvus import Zilliz
```
## Zilliz Cloud Pipeline Retriever
See a [usage example](https://python.langchain.com/v0.2/docs/integrations/retrievers/zilliz_cloud_pipeline/).
```python
from langchain_milvus import ZillizCloudPipelineRetriever
``` |