Struct CompressedEmbedding 

pub struct CompressedEmbedding {
    pub compressed_data: Vec<u8>,
    pub original_size: usize,
    pub algorithm: CompressionAlgorithm,
}

Compressed embedding storage

Fields

compressed_data: Vec<u8>

original_size: usize

algorithm: CompressionAlgorithm

Implementations

impl CompressedEmbedding

pub fn from_embeddings( embeddings: &[f32], algorithm: CompressionAlgorithm, ) -> Result<Self>

Compress embeddings (f32 array)

pub fn to_embeddings(&self) -> Result<Vec<f32>>

Decompress to embeddings

pub fn compression_ratio(&self) -> f64

Get compression ratio

Trait Implementations

impl Clone for CompressedEmbedding

fn clone(&self) -> CompressedEmbedding

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CompressedEmbedding

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for CompressedEmbedding

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for CompressedEmbedding

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

where __S: Serializer,

Serialize this value into the given Serde serializer.