Struct HybridEmbedResult 

#[non_exhaustive]
pub struct HybridEmbedResult {
    pub dense: Option<Vec<Vec<f32>>>,
    pub sparse: Option<Vec<SparseVector>>,
    pub multi_vector: Option<Vec<Vec<Vec<f32>>>>,
    pub usage: Option<TokenUsage>,
}

Dense, sparse, and multi-vector embeddings from a single forward pass.

Each field is Some iff its head was both requested (set in the heads argument to HybridEmbeddingModel::embed) and available (set in HybridEmbeddingModel::available_heads); otherwise it is None. When a requested-and-available head is computed over an empty input batch the field is Some of an empty Vec, never None.

usage follows the EmbedResult convention: Some for remote providers that report token counts, None for local ones.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

dense: Option<Vec<Vec<f32>>>

Pooled dense vectors, one per input. Some iff the dense head was requested and available.

sparse: Option<Vec<SparseVector>>

Learned-sparse vectors, one per input. Some iff the sparse head was requested and available.

multi_vector: Option<Vec<Vec<Vec<f32>>>>

Per-token (multi-vector / ColBERT) embeddings, one ragged list per input. Some iff the multi-vector head was requested and available.

usage: Option<TokenUsage>

Token usage reported by the provider, if any.

Trait Implementations

impl Clone for HybridEmbedResult

fn clone(&self) -> HybridEmbedResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HybridEmbedResult

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

Formats the value using the given formatter.

impl Default for HybridEmbedResult

fn default() -> HybridEmbedResult

Returns the “default value” for a type.