Struct FastEmbedder 

pub struct FastEmbedder { /* private fields */ }

Fast embedding model using fastembed library

Implementations

impl FastEmbedder

pub fn new() -> Result<Self>

Create a new embedder with default model

pub fn with_model(model_type: ModelType) -> Result<Self>

Create a new embedder with specified model

pub fn with_cache_dir( model_type: ModelType, cache_dir: Option<&Path>, ) -> Result<Self>

Create a new embedder with specified model and cache directory

pub fn embed_batch(&mut self, texts: Vec<String>) -> Result<Vec<Vec<f32>>>

Embed a batch of texts (processes in mini-batches to avoid OOM) Uses adaptive batch size based on model dimensions Can be overridden with CODESEARCH_BATCH_SIZE environment variable

pub fn embed_batch_chunked( &mut self, texts: Vec<String>, batch_size: usize, ) -> Result<Vec<Vec<f32>>>

Embed a batch of texts with configurable mini-batch size

pub fn embed_one(&mut self, text: &str) -> Result<Vec<f32>>

Embed a single text

pub fn dimensions(&self) -> usize

Get the dimensionality of embeddings

pub fn model_name(&self) -> &str

Get the model name

pub fn model_type(&self) -> ModelType

Get the model type

Trait Implementations

impl Default for FastEmbedder

fn default() -> Self

Returns the “default value” for a type.