TfIdfEmbeddingGenerator

oxirs_vec::embeddings

Struct TfIdfEmbeddingGenerator 

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pub struct TfIdfEmbeddingGenerator { /* private fields */ }
Expand description

Simple TF-IDF based embedding generator

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impl TfIdfEmbeddingGenerator

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pub fn new(config: EmbeddingConfig) -> Self

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pub fn build_vocabulary(&mut self, documents: &[String]) -> Result<()>

Build vocabulary from a corpus of documents

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impl AsAny for TfIdfEmbeddingGenerator

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fn as_any(&self) -> &dyn Any

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fn as_any_mut(&mut self) -> &mut dyn Any

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impl EmbeddingGenerator for TfIdfEmbeddingGenerator

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fn generate(&self, content: &EmbeddableContent) -> Result<Vector>

Generate embedding for content
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fn dimensions(&self) -> usize

Get the embedding dimensions
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fn config(&self) -> &EmbeddingConfig

Get the model configuration
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fn generate_batch(&self, contents: &[EmbeddableContent]) -> Result<Vec<Vector>>

Generate embeddings for multiple contents in batch

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