{"repo":"tonitangpotato/engram-ai","free":true,"listed":false,"github":"https://github.com/tonitangpotato/engram-ai","clone":"git clone https://github.com/tonitangpotato/engram-ai.git","description":"Neuroscience-grounded memory for AI agents — ACT-R activation, Ebbinghaus forgetting, Hebbian learning, cognitive consolidation. Rust core + Python/TS legacy. Published on crates.io as engramai.","language":"Rust","stars":44,"topics":["act-r","ai-agents","cognitive-science","memory","neuroscience","python","sqlite"],"license":"AGPL-3.0","category":"ai-agents","readme_excerpt":"Engram — A Cognitive Substrate for AI Agents 中文 English Neuroscience-grounded substrate — memory, emotion, interoception, insight Pure Rust · Single SQLite file · No external services --- Engram is a cognitive substrate for AI agents — the underlying machinery that turns an LLM into something that remembers, feels, and learns over time. Not a vector DB wrapper. Not a RAG library. A unified storage and computation layer modelled on how biological cognition actually works. Memory is the foundation. Built on published cognitive science models (ACT-R activation, Ebbinghaus forgetting curves, Hebbian + STDP associative learning, dual-trace consolidation) — not vector similarity. The result: frequently-used knowledge stays accessible, unused memories naturally fade, related concepts strengthen each other, and patterns surface as insights. And memory is just one subsystem. On the same substrate, Engram provides: - 🧠 Memory — ACT-R activation, Ebbinghaus decay, Hebbian + STDP associative learning, dual-trace consolidation - 💚 Emotional bus — per-domain valence tracking, drive alignment scoring, behavior feedback, cross-agent subscriptions - 🧬 Interoceptive hub — allostatic load, energy budget, body-state regulation signals - ✨ Synthesis engine — automatic insight extraction from memory clusters with full provenance - 🤝 Multi-agent coordination — shared substrate with namespace isolation --- From Neuroscience to Code Engram isn't \"inspired by\" neuroscience — it implements specific","default_branch":null,"files":null,"tree":[],"storefront":"/r/tonitangpotato","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tonitangpotato/engram-ai/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}