Metadata-Version: 2.4
Name: langchain-milvus
Version: 0.1.4
Summary: An integration package connecting Milvus and LangChain
License: MIT
License-File: LICENSE
Requires-Python: >=3.8.1,<4.0
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Requires-Dist: langchain-core (>=0.2.20,<0.3.0)
Requires-Dist: pymilvus (>=2.4.3,<3.0.0)
Requires-Dist: scipy (>=1.7,<2.0) ; python_version < "3.12"
Requires-Dist: scipy (>=1.9,<2.0) ; python_version >= "3.12"
Project-URL: Repository, https://github.com/langchain-ai/langchain
Project-URL: Release Notes, https://github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-milvus%3D%3D0%22&expanded=true
Project-URL: Source Code, https://github.com/langchain-ai/langchain/tree/master/libs/partners/milvus
Description-Content-Type: text/markdown

# 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
```
