Trait EmbeddingProvider 

pub trait EmbeddingProvider: Send + Sync {
    // Required method
    fn embed<'life0, 'async_trait>(
        &'life0 self,
        inputs: Vec<String>,
    ) -> Pin<Box<dyn Future<Output = Result<Vec<Vec<f32>>>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait;
}

Trait for providers that can generate embedding vectors.

Implement this alongside Provider if your backend supports embeddings.

Example

use cognate_core::EmbeddingProvider;

async fn embed<E: EmbeddingProvider>(embedder: &E) -> cognate_core::Result<()> {
    let vecs = embedder.embed(vec!["Hello world".to_string()]).await?;
    println!("Embedding dimension: {}", vecs[0].len());
    Ok(())
}

Required Methods

fn embed<'life0, 'async_trait>( &'life0 self, inputs: Vec<String>, ) -> Pin<Box<dyn Future<Output = Result<Vec<Vec<f32>>>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Generate embedding vectors for the given list of input strings.

Returns one vector per input in the same order as inputs.

Implementors