Struct SemanticSimilarity 

pub struct SemanticSimilarity { /* private fields */ }

Semantic Similarity kernel.

Computes semantic similarity between text embeddings for document matching, entity resolution, and semantic search.

Implementations

impl SemanticSimilarity

pub fn new() -> Self

Create a new Semantic Similarity kernel.

pub fn compute( queries: &[Vec<f64>], corpus: &[Vec<f64>], config: &SimilarityConfig, ) -> SimilarityResult

Compute similarity between query embeddings and corpus embeddings.

pub fn find_similar( queries: &[Vec<f64>], corpus: &[Vec<f64>], labels: Option<&[String]>, config: &SimilarityConfig, ) -> Vec<Vec<(usize, f64, Option<String>)>>

Find most similar documents for each query.

pub fn deduplicate(embeddings: &[Vec<f64>], threshold: f64) -> Vec<usize>

Deduplicate a corpus based on similarity threshold.

Trait Implementations

impl Clone for SemanticSimilarity

fn clone(&self) -> SemanticSimilarity

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for SemanticSimilarity

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

Formats the value using the given formatter.

impl Default for SemanticSimilarity

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for SemanticSimilarity

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.

fn health_check(&self) -> HealthStatus

Perform a health check on this kernel.

fn shutdown(&self) -> Result<(), KernelError>

Graceful shutdown of the kernel.

fn refresh_config(&mut self, _config: &KernelConfig) -> Result<(), KernelError>

Refresh kernel configuration at runtime.