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Merge ebb1024966 into 0e287763cd

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Yasien Dwieb 2025-07-28 17:44:37 -07:00 committed by GitHub
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docs/src/theme/VectorStoreTabs.js
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@ -77,7 +77,7 @@ export default function VectorStoreTabs(props) {
{ {
value: "Qdrant", value: "Qdrant",
label: "Qdrant", label: "Qdrant",
text: `from langchain_qdrant import QdrantVectorStore\nfrom qdrant_client import QdrantClient\n${useFakeEmbeddings ? fakeEmbeddingsString : ""}\nclient = QdrantClient(":memory:")\n${vectorStoreVarName} = QdrantVectorStore(\n client=client,\n collection_name="test",\n embedding=embeddings,\n)`, text: `from qdrant_client.models import Distance, VectorParams\nfrom langchain_qdrant import QdrantVectorStore\nfrom qdrant_client import QdrantClient\n${useFakeEmbeddings ? fakeEmbeddingsString : ""}\nclient = QdrantClient(":memory:")\n\nvector_size = len(embeddings.embed_query("sample text"))\n\nclient.create_collection(\n collection_name="test",\n vectors_config=VectorParams(size=vector_size, distance=Distance.COSINE)\n)\n${vectorStoreVarName} = QdrantVectorStore(\n client=client,\n collection_name="test",\n embedding=embeddings,\n)`,
packageName: "langchain-qdrant", packageName: "langchain-qdrant",
default: false, default: false,
}, },