Struct TrainingSample 

pub struct TrainingSample {
    pub input_embedding: Vec<f32>,
    pub output_embedding: Vec<f32>,
    pub query: Option<String>,
    pub response: Option<String>,
    pub quality: f32,
    pub latency_ms: f32,
    pub token_count: usize,
    pub model_index: usize,
    pub session_id: String,
    pub timestamp: Instant,
}

Training sample for SONA learning

Fields

input_embedding: Vec<f32>

Input embedding

output_embedding: Vec<f32>

Output embedding

query: Option<String>

Query text (optional)

response: Option<String>

Response text (optional)

quality: f32

Quality score (0.0 - 1.0)

latency_ms: f32

Latency in milliseconds

token_count: usize

Token count

model_index: usize

Model index used

session_id: String

Session identifier

timestamp: Instant

Timestamp

Implementations

impl TrainingSample

pub fn new( input_embedding: Vec<f32>, output_embedding: Vec<f32>, quality: f32, ) -> Self

Create a new training sample

pub fn with_query(self, query: String) -> Self

Set query text

pub fn with_response(self, response: String) -> Self

Set response text

pub fn with_latency(self, latency_ms: f32) -> Self

Set latency

pub fn with_session(self, session_id: String) -> Self

Set session ID

pub fn to_feedback(&self) -> AdaptFeedback

Convert to AdaptFeedback

Trait Implementations

impl Clone for TrainingSample

fn clone(&self) -> TrainingSample

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TrainingSample

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

Formats the value using the given formatter.