docs: Qdrant partner package reference (#21649)

## Description:
As the title goes.
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@ -36,6 +36,7 @@ These providers have standalone `langchain-{provider}` packages for improved ver
- [Nvidia](/docs/integrations/providers/nvidia) - [Nvidia](/docs/integrations/providers/nvidia)
- [OpenAI](/docs/integrations/platforms/openai) - [OpenAI](/docs/integrations/platforms/openai)
- [Pinecone](/docs/integrations/providers/pinecone) - [Pinecone](/docs/integrations/providers/pinecone)
- [Qdrant](/docs/integrations/providers/qdrant)
- [Robocorp](/docs/integrations/providers/robocorp) - [Robocorp](/docs/integrations/providers/robocorp)
- [Together AI](/docs/integrations/providers/together) - [Together AI](/docs/integrations/providers/together)
- [Upstage](/docs/integrations/providers/upstage) - [Upstage](/docs/integrations/providers/upstage)

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## Installation and Setup ## Installation and Setup
Install the Python SDK: Install the Python partner package:
```bash ```bash
pip install qdrant-client pip install langchain-qdrant
``` ```
@ -21,7 +21,7 @@ whether for semantic search or example selection.
To import this vectorstore: To import this vectorstore:
```python ```python
from langchain_community.vectorstores import Qdrant from langchain_qdrant import Qdrant
``` ```
For a more detailed walkthrough of the Qdrant wrapper, see [this notebook](/docs/integrations/vectorstores/qdrant) For a more detailed walkthrough of the Qdrant wrapper, see [this notebook](/docs/integrations/vectorstores/qdrant)