Struct VectorStoreRetriever 

pub struct VectorStoreRetriever<S: VectorStore> { /* private fields */ }

A retriever that wraps a VectorStore, bridging it to the Retriever trait.

Implementations

impl<S: VectorStore + 'static> VectorStoreRetriever<S>

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

pub fn with_score_threshold(self, threshold: f32) -> Self

Set a minimum similarity score threshold. Only documents with a score greater than or equal to the threshold will be returned.

Trait Implementations

impl<S: VectorStore + 'static> Retriever for VectorStoreRetriever<S>

fn retrieve<'life0, 'life1, 'async_trait>( &'life0 self, query: &'life1 str, top_k: usize, ) -> Pin<Box<dyn Future<Output = Result<Vec<Document>, SynapticError>> + Send + 'async_trait>>

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