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qdrant: Update API reference link and install command (#25245)

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## Description

As the title goes. The current API reference links to the deprecated
class.
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Anush 2024-08-12 02:24:14 +05:30 committed by GitHub
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6
docs/docs/integrations/vectorstores/qdrant.ipynb
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@ -34,7 +34,7 @@
},
"outputs": [],
"source": [
"%pip install -qU langchain-qdrant 'qdrant-client[fastembed]'"
"%pip install -qU langchain-qdrant"
]
},
{
@ -628,7 +628,7 @@
"id": "525e3582",
"metadata": {},
"source": [
"For a full list of all the search functions available for a `QdrantVectorStore`, read the [API reference](https://api.python.langchain.com/en/latest/vectorstores/langchain_qdrant.vectorstores.Qdrant.html)\n",
"For a full list of all the search functions available for a `QdrantVectorStore`, read the [API reference](https://api.python.langchain.com/en/latest/qdrant/langchain_qdrant.qdrant.QdrantVectorStore.html)\n",
"\n",
"### Metadata filtering\n",
"\n",
@ -814,7 +814,7 @@
"source": [
"## API reference\n",
"\n",
"For detailed documentation of all `QdrantVectorStore` features and configurations head to the API reference: https://api.python.langchain.com/en/latest/vectorstores/langchain_qdrant.vectorstores.Qdrant.html"
"For detailed documentation of all `QdrantVectorStore` features and configurations head to the API reference: https://api.python.langchain.com/en/latest/qdrant/langchain_qdrant.qdrant.QdrantVectorStore.html"
]
}
],

6
libs/partners/qdrant/langchain_qdrant/qdrant.py
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@ -42,17 +42,19 @@ class QdrantVectorStore(VectorStore):
"""Qdrant vector store integration.
Setup:
Install ``langchain-qdrant`` and ``qdrant-client[fastembed]`` packages.
Install ``langchain-qdrant`` package.
.. code-block:: bash
pip install -qU langchain-qdrant 'qdrant-client[fastembed]'
pip install -qU langchain-qdrant
Key init args — indexing params:
collection_name: str
Name of the collection.
embedding: Embeddings
Embedding function to use.
sparse_embedding: SparseEmbeddings
Optional sparse embedding function to use.
Key init args — client params:
client: QdrantClient