Word2VecEmbeddingGenerator

oxirs_vec::word2vec

Struct Word2VecEmbeddingGenerator 

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pub struct Word2VecEmbeddingGenerator { /* private fields */ }
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Word2Vec embedding generator

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impl Word2VecEmbeddingGenerator

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pub fn new( word2vec_config: Word2VecConfig, embedding_config: EmbeddingConfig, ) -> Result<Self>

Create a new Word2Vec embedding generator

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pub fn load_model(&mut self, path: &str) -> Result<()>

Load pre-trained Word2Vec model

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pub fn set_document_frequencies(&mut self, frequencies: HashMap<String, f32>)

Set document frequencies for TF-IDF weighting

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

Calculate document frequencies from a corpus

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impl AsAny for Word2VecEmbeddingGenerator

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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 Word2VecEmbeddingGenerator

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

Generate embedding for content
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fn generate_batch(&self, contents: &[EmbeddableContent]) -> Result<Vec<Vector>>

Generate embeddings for multiple contents in batch
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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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