VectorSearchIndex

oxirs_embed::vector_search

Struct VectorSearchIndex

pub struct VectorSearchIndex { /* private fields */ }

Expand description

Vector search index

Implementations§

impl VectorSearchIndex

pub fn new(config: SearchConfig) -> Self

Create new vector search index

pub fn build(&mut self, embeddings: &HashMap<String, Array1<f32>>) -> Result<()>

Build search index from embeddings

pub fn search(&self, query: &[f32], k: usize) -> Result<Vec<SearchResult>>

Search for K nearest neighbors

pub fn batch_search( &self, queries: &[Vec<f32>], k: usize, ) -> Result<Vec<Vec<SearchResult>>>

Batch search for multiple queries

pub fn get_stats(&self) -> IndexStats

Get index statistics

pub fn radius_search( &self, query: &[f32], radius: f32, ) -> Result<Vec<SearchResult>>

Find entities within a radius

Auto Trait Implementations§

impl Freeze for VectorSearchIndex

impl RefUnwindSafe for VectorSearchIndex

impl Send for VectorSearchIndex

impl Sync for VectorSearchIndex

impl Unpin for VectorSearchIndex

impl UnwindSafe for VectorSearchIndex

Blanket Implementations§

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