Struct EmbeddingVectorIndex 

pub struct EmbeddingVectorIndex<V, P>
where
    V: VectorIndex,
    P: EmbeddingProvider,
{ /* private fields */ }

Vector index with automatic text embedding

Implementations

impl<V, P> EmbeddingVectorIndex<V, P>

where V: VectorIndex, P: EmbeddingProvider,

pub fn new(index: Arc<V>, provider: Arc<P>) -> Self

Create a new embedding-enabled vector index

pub fn search_text( &self, collection: &str, text: &str, k: usize, min_score: Option<f32>, ) -> Result<Vec<VectorSearchResult>, String>

Search by text (automatically generates embedding)

pub fn search_embedding( &self, collection: &str, embedding: &[f32], k: usize, min_score: Option<f32>, ) -> Result<Vec<VectorSearchResult>, String>

Search by embedding (pass-through)

pub fn provider(&self) -> &Arc<P>

Get the embedding provider

pub fn index(&self) -> &Arc<V>

Get the underlying index

Trait Implementations

impl<V, P> VectorIndex for EmbeddingVectorIndex<V, P>

where V: VectorIndex, P: EmbeddingProvider,

fn search_by_embedding( &self, collection: &str, embedding: &[f32], k: usize, min_score: Option<f32>, ) -> Result<Vec<VectorSearchResult>, String>

Search for k nearest neighbors to the query vector

fn search_by_text( &self, collection: &str, text: &str, k: usize, min_score: Option<f32>, ) -> Result<Vec<VectorSearchResult>, String>

Search by text (index handles embedding generation)

fn stats(&self, collection: &str) -> Option<VectorIndexStats>

Get index statistics