Struct EmbeddingGeneration 

pub struct EmbeddingGeneration { /* private fields */ }

Embedding Generation kernel.

Generates dense vector embeddings from text using hash-based token embeddings with configurable pooling strategies. Suitable for semantic search, clustering, and similarity tasks.

Implementations

impl EmbeddingGeneration

pub fn new() -> Self

Create a new Embedding Generation kernel.

pub fn compute(texts: &[&str], config: &EmbeddingConfig) -> EmbeddingResult

Generate embeddings for a batch of texts.

Trait Implementations

impl Clone for EmbeddingGeneration

fn clone(&self) -> EmbeddingGeneration

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EmbeddingGeneration

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

Formats the value using the given formatter.

impl Default for EmbeddingGeneration

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for EmbeddingGeneration

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.