Struct Embedding 

pub struct Embedding {
    pub document: String,
    pub vec: Vec<f64>,
}

Struct that holds a single document and its embedding.

Fields

document: String

The document that was embedded. Used for debugging.

vec: Vec<f64>

The embedding vector

Trait Implementations

impl Clone for Embedding

fn clone(&self) -> Embedding

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Embedding

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

Formats the value using the given formatter.

impl Default for Embedding

fn default() -> Embedding

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for Embedding

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for Embedding

fn eq(&self, other: &Self) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for Embedding

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl VectorDistance for Embedding

Available on crate feature rayon only.

fn dot_product(&self, other: &Self) -> f64

Get dot product of two embedding vectors

fn cosine_similarity(&self, other: &Self, normalized: bool) -> f64

Get cosine similarity of two embedding vectors. If normalized is true, the dot product is returned.

fn angular_distance(&self, other: &Self, normalized: bool) -> f64

Get angular distance of two embedding vectors.

fn euclidean_distance(&self, other: &Self) -> f64

Get euclidean distance of two embedding vectors.

fn manhattan_distance(&self, other: &Self) -> f64

Get manhattan distance of two embedding vectors.

fn chebyshev_distance(&self, other: &Self) -> f64

Get chebyshev distance of two embedding vectors.

impl Eq for Embedding