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ensure embedding dimension value is dynamically set

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Yasien Dwieb 2025-07-18 19:31:03 +03:00
parent a8d5810d6e
commit cea3f8ed8a
1 changed files with 1 additions and 1 deletions
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docs/src/theme/VectorStoreTabs.js
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@ -70,7 +70,7 @@ export default function VectorStoreTabs(props) {
{
value: "Qdrant",
label: "Qdrant",
text: `from qdrant_client.models import Distance, VectorParams\nfrom langchain_qdrant import QdrantVectorStore\nfrom qdrant_client import QdrantClient\n${useFakeEmbeddings ? fakeEmbeddingsString : ""}\nclient = QdrantClient(":memory:")\nclient.create_collection(\n collection_name="test",\n vectors_config=VectorParams(size=3072, distance=Distance.COSINE)\n)\n${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${useFakeEmbeddings ? fakeEmbeddingsString : ""}\nclient = QdrantClient(":memory:")\n\nembedding_dimension = len(embeddings.embed_query("sample text"))\n\nclient.create_collection(\n collection_name="test",\n vectors_config=VectorParams(size=embedding_dimension, distance=Distance.COSINE)\n)\n${vectorStoreVarName} = QdrantVectorStore(\n client=client,\n collection_name="test",\n embedding=embeddings,\n)`,
packageName: "langchain-qdrant",
default: false,
},