Machine Dream - Continuous machine cognition research platform with GRASP loop, dreaming consolidation, and persistent memory. Pure LLM Sudoku solver that learns from experience and consolidates knowledge through AI "sleep cycles."

Brain-inspired cognitive architecture implementing basal ganglia RL, hippocampal memory consolidation, and prefrontal meta-cognition. Multi-agent system with dynamic attention control, procedural learning, and theory of mind - genuine cognitive continuity beyond context windows.

The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or REST: hybrid vector + lexical recall, an auto-built knowledge graph, sleep-style consolidation, procedural and persona tiers, OAuth 2.0, multi-tenant. SQLite or Postgres. MIT.

Deep learning implementation of the Benna-Fusi complex synapse model.

OpenDream — open-source memory consolidation for AI agents. Reads past any LLMs sessions, dreams across them to extract patterns, and writes consolidated memory into AGENTS.md so the next session starts smarter. Local SQLite, BYO LLM, no SaaS.

Self-audit memory engine for Hermes operators. Analyzes dialogues, extracts durable corrections, snapshots and updates USER.md/MEMORY.md safely.

dreamweave - a nightly memory engine for OpenClaw-based agents (incl. Microsoft Scout). Your agent dreams: it weaves a brain-faithful graph+vector memory and consolidates it like sleep - forgetting curve, merge, temporal weave - across three tiers. Independent community project; not affiliated with or endorsed by Microsoft.

adaptive memory layer for agentic AI

Dream Memory, The persistent, reflective memory layer for AI systems. 4-phase consolidation loop (Orient→Gather→Consolidate→Prune) inspired by state-of-the-art LLM architectures.

Memory consolidation skills for Claude Code — read-only dream pass, checkbox/validator gate, full-auto mode, snapshot + one-command rollback. No rm, ever.

computer model of two brain regions teaming up to remember — one learns fast for new memories, the other learns slow to keep old ones safe and stable long-term.

Dreaming plugin for OpenClaw memory-lancedb — Light/REM/Deep sleep phases with narrative generation and memory promotion.

The memory database for AI agents — graph memory, hybrid search, tamper-evident thought/edge journal.

🧠 AI Agent Memory Layer — 双层记忆架构，让LLM Agent拥有持久记忆。支持语义搜索、记忆巩固、防污染检测。每天在生产环境运行。

Testing whether selective forgetting improves LLM agent coherence over long conversations.

An experimental topological field-memory prototype with vortex encoding and self-repairing field dynamics. It delivers noise-robust AI long-term memory as a complementary alternative to conventional RAG retrieval.

Always-on AI agent with persistent long-term memory, sleep-time consolidation, and dreams — runs 24/7 on a small local LLM (Ollama, 2B params, zero dependencies)

Offline memory consolidation for AI agents. Inspired by how brains dream.

AI-powered memory consolidation for Claude Code — n8n workflow

Out-of-band memory consolidation tool based on Anthropic's "Dreams"