Metadata-Version: 2.1
Name: gigachain-qdrant
Version: 0.1.1
Summary: An integration package connecting Qdrant and GigaChain
Home-page: https://github.com/ai-forever/gigachain
License: MIT
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
Requires-Dist: gigachain-core (>=0.1.52,<0.3)
Requires-Dist: qdrant-client (>=1.9.0,<2.0.0)
Project-URL: Repository, https://github.com/ai-forever/gigachain
Project-URL: Source Code, https://github.com/ai-forever/gigachain/tree/master/libs/partners/qdrant
Description-Content-Type: text/markdown

# langchain-qdrant

This package contains the LangChain integration with [Qdrant](https://qdrant.tech/).

## Installation

```bash
pip install -U langchain-qdrant
```

## Usage

The `Qdrant` class exposes the connection to the Qdrant vector store.

```python
from langchain_qdrant import Qdrant

embeddings = ... # use a LangChain Embeddings class

vectorstore = Qdrant.from_existing_collection(
    embeddings=embeddings,
    collection_name="<COLLECTION_NAME>",
    url="http://localhost:6333",
)
```

