feat(memory): unified update pipeline + embeddings + forgetting + hygiene (closes #5)#7

Merged

mattmezza merged 7 commits into

mainfrom

feat/memory-unified-update-pipeline

Jun 7, 2026

Commits on Jun 7, 2026

feat(memory): unified ADD/UPDATE/DELETE/NOOP long-term write pipeline
mattmezza
committed
test(memory): cover unified update pipeline + cooldown buffering
mattmezza
committed
feat(memory): embeddings, forgetting/importance, and hygiene pass (#5 Tiers 2-4)
mattmezza
committed
test(memory): cover Tiers 2-4 + legacy schema migration; document new pipeline
mattmezza
committed
feat(memory): on-device local embeddings (fastembed), prefetched in Docker
mattmezza
committed
feat(admin): Memory tab controls for embeddings + lifecycle, with explainers
mattmezza
committed
perf(memory): vectorise cosine similarity with numpy
mattmezza
committed