Struct InsightSynthesizer 

pub struct InsightSynthesizer { /* private fields */ }

Synthesizes insights from clusters of related experiences using an LLM.

Created via InsightSynthesizer::new() with an InsightSynthesizerConfig.

Implementations

impl InsightSynthesizer

pub fn new(config: InsightSynthesizerConfig) -> Self

Create a new synthesizer with the given configuration.

pub fn with_defaults() -> Self

Create a new synthesizer with default configuration.

pub fn config(&self) -> &InsightSynthesizerConfig

Access the configuration.

pub fn should_synthesize(&self, cluster_size: usize) -> bool

Check if synthesis should be attempted based on cluster size.

pub fn is_debounced(&self, collective_id: CollectiveId) -> bool

Check if a collective is still within the debounce window.

pub fn mark_synthesized(&self, collective_id: CollectiveId)

Record that synthesis was performed for a collective (updates debounce timer).

pub async fn find_cluster( &self, start_id: ExperienceId, substrate: &dyn SubstrateProvider, ) -> Vec<Experience>

Find all experiences connected to start_id via relations (BFS traversal).

Traverses the relation graph starting from the given experience, collecting all reachable experiences. Capped at 50 to prevent runaway traversal on dense graphs.

pub async fn synthesize_cluster( &self, cluster: &[Experience], collective_id: CollectiveId, provider: &dyn LlmProvider, llm_config: &LlmConfig, ) -> Option<NewDerivedInsight>

Synthesize a cluster of related experiences into a consolidated insight using an LLM.

Builds a prompt from experience contents, calls the LLM, and returns a NewDerivedInsight ready to store. Returns None if synthesis fails.