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v1.0.4
v1.0.4 — Entity Graph, Trust Feedback, BM25 Hybrid
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Added
Entity graph : SQLite memory_entities + memory_feedback tables, deterministic regex entity extraction, auto-backfill
4 new tools : scope_recall_context, scope_recall_probe, scope_recall_related, scope_recall_feedback
BM25 hybrid retrieval : FTS5 candidate pool now uses ORDER BY bm25() before recency tie-breaking
Trust scoring : feedback rating (+1/-1) adjusts trust by +0.08/-0.12, applied in recall ranking
Entity overlap bonus : memories sharing entities with the query get ranking boost
Quality weight : trust/importance/confidence metadata factored into recall scores
Changed
storage_views.py: FTS5 candidates BM25-ordered, configurable candidate_pool
recall.py: applies quality_weight and entity_overlap_bonus from graph layer
Extended stats with scoped entity and feedback counts
Fixed
Block [System note] gateway wrappers and context-compaction handoffs from automatic capture
Full changelog
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