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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
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- [Nvidia](/docs/integrations/providers/nvidia)
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- [Nvidia](/docs/integrations/providers/nvidia)
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- [OpenAI](/docs/integrations/platforms/openai)
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- [OpenAI](/docs/integrations/platforms/openai)
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- [Pinecone](/docs/integrations/providers/pinecone)
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- [Pinecone](/docs/integrations/providers/pinecone)
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- [Qdrant](/docs/integrations/providers/qdrant)
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- [Robocorp](/docs/integrations/providers/robocorp)
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- [Robocorp](/docs/integrations/providers/robocorp)
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- [Together AI](/docs/integrations/providers/together)
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- [Together AI](/docs/integrations/providers/together)
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- [Upstage](/docs/integrations/providers/upstage)
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- [Upstage](/docs/integrations/providers/upstage)
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## Installation and Setup
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## Installation and Setup
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Install the Python SDK:
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Install the Python partner package:
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```bash
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```bash
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pip install qdrant-client
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pip install langchain-qdrant
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```
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```
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@ -21,7 +21,7 @@ whether for semantic search or example selection.
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To import this vectorstore:
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To import this vectorstore:
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```python
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```python
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from langchain_community.vectorstores import Qdrant
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from langchain_qdrant import Qdrant
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```
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```
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For a more detailed walkthrough of the Qdrant wrapper, see [this notebook](/docs/integrations/vectorstores/qdrant)
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For a more detailed walkthrough of the Qdrant wrapper, see [this notebook](/docs/integrations/vectorstores/qdrant)
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