Struct HebbianConfig 

pub struct HebbianConfig {

    pub enabled: bool,
    pub hebbian_lr: f32,
    pub consolidation_interval_secs: u64,
    pub consolidation_threshold: f64,
    pub consolidate_provider: String,
    pub max_candidates_per_sweep: usize,
    pub consolidation_cooldown_secs: u64,
    pub consolidation_prompt_timeout_secs: u64,
    pub consolidation_max_neighbors: usize,
    pub spreading_activation: bool,
    pub spread_depth: u32,
    pub spread_edge_types: Vec<String>,
    pub step_budget_ms: u64,
}

Hebbian edge-weight reinforcement and consolidation configuration (HL-F1/F2/F3/F4, #3344/#3345).

Controls opt-in Hebbian learning on knowledge-graph edges. When enabled, every recall traversal increments the weight column of the traversed edges, building a usage-frequency signal into the graph. The consolidation sub-feature (HL-F3/F4) runs a background sweep that identifies high-traffic entity clusters and distills them into graph_rules entries via an LLM.

Fields

enabled: bool

Master switch. When false, no weight updates are written to the database and the consolidation loop does not start. Default: false.

hebbian_lr: f32

Weight increment per co-activation (HL-F2, #3344).

Typical range: 0.01–0.5. A value of 0.0 is accepted but logs a WARN at startup when enabled = true. Default: 0.1.

consolidation_interval_secs: u64

How often the consolidation sweep runs, in seconds (HL-F3, #3345).

Set to 0 to disable the consolidation loop while keeping Hebbian updates active. Default: 3600 (one hour).

consolidation_threshold: f64

Minimum degree × avg_weight score for an entity to qualify as a consolidation candidate (HL-F3, #3345). Default: 5.0.

consolidate_provider: String

Provider name (from [[llm.providers]]) used for cluster distillation (HL-F4, #3345).

Falls back to the main provider when empty or unresolvable. Default: "fast".

max_candidates_per_sweep: usize

Maximum number of candidates processed per sweep (HL-F3, #3345). Default: 10.

consolidation_cooldown_secs: u64

Minimum seconds between consecutive consolidations of the same entity (HL-F3, #3345).

An entity is skipped if its consolidated_at timestamp is within this window. Default: 86400 (24 hours).

consolidation_prompt_timeout_secs: u64

LLM prompt timeout for a single distillation call, in seconds (HL-F4, #3345). Default: 30.

consolidation_max_neighbors: usize

Maximum number of neighbouring entity summaries passed to the LLM per candidate (HL-F4, #3345). Default: 20.

spreading_activation: bool

Enable HL-F5 spreading activation from the top-1 ANN anchor (HL-F5, #3346).

When true and enabled = true, recall_graph_hela performs BFS from the nearest entity anchor, scoring nodes by path_weight × cosine. Default: false.

spread_depth: u32

BFS depth for HL-F5 spreading activation. Clamped to [1, 6]. Default: 2.

spread_edge_types: Vec<String>

MAGMA edge-type filter for HL-F5 spreading activation.

Accepted values: "semantic", "temporal", "causal", "entity". Empty = traverse all edge types. Default: [].

step_budget_ms: u64

Per-step circuit-breaker timeout for HL-F5 in milliseconds.

Any internal step (anchor ANN, edges batch, vectors batch) that exceeds this duration triggers an Ok(Vec::new()) fallback with a WARN. Default: 8.

Trait Implementations

impl Clone for HebbianConfig

fn clone(&self) -> HebbianConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HebbianConfig

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

Formats the value using the given formatter.

impl Default for HebbianConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for HebbianConfig

where HebbianConfig: Default,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for HebbianConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.