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Embedding Functions

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EmbeddingFunction

Interface for embedding functions. Embedding functions transform text documents into numerical representations that can be used for similarity search and other vector operations. Properties
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name
string | undefined
Optional name identifier for the embedding function
Methods buildFromConfig(), defaultSpace(), generate(), generateForQueries(), getConfig(), supportedSpaces(), validateConfig(), validateConfigUpdate()

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SparseEmbeddingFunction

Interface for sparse embedding functions. Sparse embedding functions transform text documents into sparse numerical representations where only non-zero values are stored, making them efficient for high-dimensional spaces. Properties
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name
string | undefined
Optional name identifier for the embedding function
Methods buildFromConfig(), generate(), generateForQueries(), getConfig(), validateConfig(), validateConfigUpdate()