swiftide::indexing::transformers::sparse_embed

Struct SparseEmbed

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

A transformer that can generate embeddings for an Node

This file defines the SparseEmbed struct and its implementation of the BatchableTransformer trait.

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impl SparseEmbed

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pub fn new(model: impl SparseEmbeddingModel + 'static) -> SparseEmbed

Creates a new instance of the SparseEmbed transformer.

§Parameters
  • model - An embedding model that implements the SparseEmbeddingModel trait.
§Returns

A new instance of SparseEmbed.

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pub fn with_concurrency(self, concurrency: usize) -> SparseEmbed

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pub fn with_batch_size(self, batch_size: usize) -> SparseEmbed

Sets the batch size for the transformer. If the batch size is not set, the transformer will use the default batch size set by the pipeline

§Parameters
  • batch_size - The batch size to use for the transformer.
§Returns

A new instance of Embed.

Trait Implementations§

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impl BatchableTransformer for SparseEmbed

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fn batch_transform<'life0, 'async_trait>( &'life0 self, nodes: Vec<Node>, ) -> Pin<Box<dyn Future<Output = IndexingStream> + Send + 'async_trait>>
where 'life0: 'async_trait, SparseEmbed: 'async_trait,

Transforms a batch of Node objects by generating embeddings for them.

§Parameters
  • nodes - A vector of Node objects to be transformed.
§Returns

An IndexingStream containing the transformed Node objects with their embeddings.

§Errors

If the embedding process fails, the function returns a stream with the error.

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fn concurrency(&self) -> Option<usize>

Overrides the default concurrency of the pipeline
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fn batch_size(&self) -> Option<usize>

Overrides the default batch size of the pipeline
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fn name(&self) -> &'static str

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impl Clone for SparseEmbed

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fn clone(&self) -> SparseEmbed

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SparseEmbed

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl WithBatchIndexingDefaults for SparseEmbed

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fn with_indexing_defaults(&mut self, _indexing_defaults: IndexingDefaults)

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impl WithIndexingDefaults for SparseEmbed

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fn with_indexing_defaults(&mut self, _indexing_defaults: IndexingDefaults)

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