Struct EmbeddingIndex 

pub struct EmbeddingIndex { /* private fields */ }

Immutable vector index built from provider-generated embeddings.

Implementations

impl EmbeddingIndex

pub fn build<P>( config: IndexConfig, provider: &P, texts: &[(u64, &str)], ) -> Result<Self, SearchError>

where P: EmbeddingProvider,

Embeds all texts as one provider batch and builds the vector index.

Errors

Returns a provider failure, dimension mismatch, or vector-index build error.

pub const fn as_vector_index(&self) -> &VectorIndex

pub fn into_vector_index(self) -> VectorIndex

pub fn search<P>( &self, provider: &P, input: &str, count: usize, ) -> Result<Vec<SearchHit>, SearchError>

where P: EmbeddingProvider,

Embeds one query and returns nearest vector candidates.

Errors

Returns a provider or vector-query error.

pub fn search_batch<P>( &self, provider: &P, inputs: &[&str], count: usize, ) -> Result<Vec<Vec<SearchHit>>, SearchError>

where P: EmbeddingProvider,

Embeds independent query strings as one provider batch and preserves input order.

Errors

Returns a provider, query, allocation, or worker error.

Trait Implementations

impl Debug for EmbeddingIndex

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

Formats the value using the given formatter.