pub struct Embed { /* private fields */ }Expand description
A transformer that can generate embeddings for an Node
This file defines the Embed struct and its implementation of the BatchableTransformer trait.
Implementations§
Source§impl Embed
impl Embed
Sourcepub fn new(model: impl EmbeddingModel + 'static) -> Embed
pub fn new(model: impl EmbeddingModel + 'static) -> Embed
pub fn with_concurrency(self, concurrency: usize) -> Embed
Sourcepub fn with_batch_size(self, batch_size: usize) -> Embed
pub fn with_batch_size(self, batch_size: usize) -> Embed
Trait Implementations§
Source§impl BatchableTransformer for Embed
impl BatchableTransformer for Embed
Source§fn batch_transform<'life0, 'async_trait>(
&'life0 self,
nodes: Vec<Node>,
) -> Pin<Box<dyn Future<Output = IndexingStream> + Send + 'async_trait>>where
'life0: 'async_trait,
Embed: 'async_trait,
fn batch_transform<'life0, 'async_trait>(
&'life0 self,
nodes: Vec<Node>,
) -> Pin<Box<dyn Future<Output = IndexingStream> + Send + 'async_trait>>where
'life0: 'async_trait,
Embed: 'async_trait,
Transforms a batch of Node objects by generating embeddings for them.
§Parameters
nodes- A vector ofNodeobjects 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.
Source§fn concurrency(&self) -> Option<usize>
fn concurrency(&self) -> Option<usize>
Source§fn batch_size(&self) -> Option<usize>
fn batch_size(&self) -> Option<usize>
fn name(&self) -> &'static str
Source§impl WithBatchIndexingDefaults for Embed
impl WithBatchIndexingDefaults for Embed
fn with_indexing_defaults(&mut self, _indexing_defaults: IndexingDefaults)
Source§impl WithIndexingDefaults for Embed
impl WithIndexingDefaults for Embed
fn with_indexing_defaults(&mut self, _indexing_defaults: IndexingDefaults)
Auto Trait Implementations§
impl Freeze for Embed
impl !RefUnwindSafe for Embed
impl Send for Embed
impl Sync for Embed
impl Unpin for Embed
impl !UnwindSafe for Embed
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