Struct SonaEngine 

pub struct SonaEngine { /* private fields */ }

Main SONA engine integrating all components

Implementations

impl SonaEngine

pub fn new(hidden_dim: usize) -> Self

Create new SONA engine with default config

pub fn with_config(config: SonaConfig) -> Self

Create with custom config

pub fn begin_trajectory(&self, query_embedding: Vec<f32>) -> TrajectoryBuilder

Start trajectory recording for a query

pub fn end_trajectory(&self, builder: TrajectoryBuilder, quality: f32)

Complete trajectory and submit for learning

pub fn submit_trajectory(&self, trajectory: QueryTrajectory)

Submit pre-built trajectory

pub fn apply_micro_lora(&self, input: &[f32], output: &mut [f32])

Apply micro-LoRA to hidden states

pub fn apply_base_lora( &self, layer_idx: usize, input: &[f32], output: &mut [f32], )

Apply base-LoRA to layer output

pub fn tick(&self) -> Option<String>

Run background learning cycle if due

pub fn force_learn(&self) -> String

Force background learning cycle

pub fn flush(&self)

Flush instant loop updates

pub fn find_patterns( &self, query_embedding: &[f32], k: usize, ) -> Vec<LearnedPattern>

Find similar patterns to query

pub fn stats(&self) -> CoordinatorStats

Get engine statistics

pub fn set_enabled(&mut self, enabled: bool)

Enable/disable engine

pub fn is_enabled(&self) -> bool

Check if enabled

pub fn config(&self) -> &SonaConfig

Get config

pub fn get_all_patterns(&self) -> Vec<LearnedPattern>

Get all learned patterns from ReasoningBank

pub fn export_lora_state(&self) -> LoRAState

Export LoRA state for SafeTensors serialization

pub fn get_quality_trajectories(&self) -> Vec<QualityTrajectory>

Get quality trajectories for preference learning export

pub fn get_routing_decisions(&self) -> Vec<RoutingDecision>

Get routing decisions for distillation export