Module utility 

Outcome feedback loop for adaptive entity learning.

Tracks which graph entities contributed to session outcomes (success/partial/failure) and adjusts their utility_score via exponential moving average.

Phase 1 of Adaptive Entity Learning v2.

Structs

ContributionStats

Get aggregate contribution stats for an entity.

EntityUtility

One entity’s utility score after an outcome was applied to it.

FeedbackReport

Report from a feedback recording operation.

SessionEntities

The entities one session is known to have touched.

Enums

OutcomeKind

The result of a task or session outcome.

Constants

DEFAULT_UTILITY

Default utility score for new entities.

Functions

get_utility_score

Get the current utility score for an entity.

record_outcome_feedback

Record outcome feedback: link retrieved entities to an outcome and update utility scores.

record_session_use

Record that a session touched these entities, without judging the outcome.

session_entities

The entities a session touched, as its contributed_to records tell it.