memlocal
your AI's memory belongs on your device.
memlocal mirrors the atkinson-shiffrin multi-store model and uses tulving-inspired long-term categories. transient buffers handle what is happening now; typed long-term memories handle what should persist.
transient memory
short-lived state that supports immediate perception and reasoning.
sensory buffer
raw input before processing
working memory
current reasoning scratchpad
conversation buffer
recent messages used for coherence
long-term memory
eight persistent memory types with distinct decay rates and retention profiles.
episodic
events, experiences, meetings, trips
factual
preferences, personal details, stable facts
semantic
general knowledge, learned concepts
procedural
workflows, skills, routines, how-to knowledge
social
relationships, people, team dynamics
spatial
locations, places, addresses
prospective
reminders, future intentions, follow-ups
affective
emotions, moods, feelings, sentiment
each stored memory carries content, type classification, speaker attribution, confidence, semantic triples, embeddings, temporal validity, and usage metadata.