Trait ClusterEncoder 

pub trait ClusterEncoder: Send + Sync {
    // Required methods
    fn encode_cluster(
        &self,
        cluster: &LocalCluster,
        hidden_states: Option<&[Vec<f32>]>,
    ) -> ClusterEmbedding;
    fn embedding_dim(&self) -> usize;

    // Provided method
    fn encode_clusters(
        &self,
        clusters: &[LocalCluster],
        hidden_states: Option<&[Vec<f32>]>,
    ) -> Vec<ClusterEmbedding> { ... }
}

Trait for encoding clusters into fixed-size embeddings.

Required Methods

fn encode_cluster( &self, cluster: &LocalCluster, hidden_states: Option<&[Vec<f32>]>, ) -> ClusterEmbedding

Encode a single cluster into an embedding.

fn embedding_dim(&self) -> usize

Expected embedding dimension.

Provided Methods

fn encode_clusters( &self, clusters: &[LocalCluster], hidden_states: Option<&[Vec<f32>]>, ) -> Vec<ClusterEmbedding>

Encode multiple clusters (batch operation).

Trait Implementations

impl Debug for dyn ClusterEncoder

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

Formats the value using the given formatter.

Dyn Compatibility

This trait is dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

Implementors

impl ClusterEncoder for HeuristicClusterEncoder

impl<E: CandleTextEncoder> ClusterEncoder for CandleClusterEncoder<E>

Available on crate feature candle only.