JUDGE DEMO
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Active memories
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QWEN3.7-PLUS · QWEN CLOUD
This window is too narrow for the full demo. Widen it (or use a larger screen) to see the live memory constellation and the memory inspector — the heart of ENGRAM. Chat still works below.
DIALOGUE INTERFACE
MEMORY ENGINE READY
● PERSISTENT MEMORY · CROSS-SESSION · SELF-ORGANIZING

An agent that never
forgets who you are.

ENGRAM distills every conversation into durable memories — deduplicated, reinforced, superseded when you change, consolidated while it sleeps. Watch the constellation grow.

Auto-plays: teach → recall in a fresh session → belief revision → sleep-cycle consolidation.
01 · TEACHIntroduce yourself — diet, work, style. Watch memories crystallize.
02 · RECALLAsk for a recipe — it respects your allergies without being told.
03 · EVOLVEChange jobs. The old belief is superseded, not duplicated.
NOT JUST CHAT / RAG ✓ Qwen distills chat into durable memories ✓ Hybrid recall — semantic + recency + importance + usage ✓ Arbiter supersedes stale facts, no contradictions ✓ Sleep cycle consolidates & forgets ✓ Every recall is scored — hover / click a recall chip
preference
semantic
episodic
procedural
MEMORY INSPECTOR
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Active memories
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Reinforcements
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Memory context
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Full history
Memory trace
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Engram store
seeded demo loading — diet · allergies · deploy rules · cluster facts…