Struct SemanticSimilarityExampleSelector 

pub struct SemanticSimilarityExampleSelector { /* private fields */ }

Selects examples based on semantic similarity using embeddings.

Implementations

impl SemanticSimilarityExampleSelector

pub fn new(embeddings: Arc<dyn Embeddings>, k: usize) -> Self

Create a new selector that returns the top-k most similar examples.

Trait Implementations

impl ExampleSelector for SemanticSimilarityExampleSelector

fn add_example<'life0, 'async_trait>( &'life0 self, example: FewShotExample, ) -> Pin<Box<dyn Future<Output = Result<(), SynapticError>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Add a new example to the selector’s pool.

fn select_examples<'life0, 'life1, 'async_trait>( &'life0 self, input: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<Vec<FewShotExample>, SynapticError>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Select examples most relevant to the input.