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Updated 6 months ago

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The community member asks what architecture is used by the VectorStoreIndex.from_documents() method, such as HNSW, ANN, or IVF. Another community member responds that it depends on the vector database used, and by default, it uses simple pairwise cosine similarity with NumPy.

The simple VectorStoreIndex.from_documents() uses what architecture? HNSW, ANN, IVF etc?
L
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It depends on the vector db you use. By default, it's just simple pairwise cosine similarity using numpy
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