A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.
An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval with significantly less context.
SGME 拾光记忆引擎：AI 全面接管记忆、技能库、WIKI 知识库三大模块，跨会话、多智能体共享记忆，AI 会一直记得你的偏好。ShiGuang Memory Engine · AI takes full charge of three core modules — memory, skills, and wiki knowledge base. Memory is shared across sessions and multiple agents, so your AI always remembers your preferences.
A pure-Python, zero-dependency memory decay engine for AI agent context — implements Ebbinghaus forgetting-curve retention with usage-based reinforcement, benchmarked against naive recency-window pruning.
MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.
Open-source AI memory engine for agents: multimodal memory, temporal knowledge graphs, graph RAG, and evidence-backed long-term context.
Unified hybrid memory engine for AI agents combining graph (Kuzu) and vector (ChromaDB) databases for cognitive state tracking
Local-first AI cognitive operating system with memory, vision, voice, PDF intelligence, CCTV analysis, temporal replay, and agent workflows.
A decoupled, zero-dependency dual-track long-term memory engine for LLM AI Agents. | 经验回想与印象整合引擎
Standalone AI agent memory engine — hybrid search (BM25 + vectors), Q-learning scoring, Ebbinghaus decay, tiered storage, knowledge graph. Part of TRW Framework.
四层记忆引擎 (Memory Engine) — 让 Agent 越用越聪明
Multi-time-scale AI memory engine: forgetting + consolidation + drift tracking + adversarial self-check + predictive preloading. 17/17 quantitative targets met. EN + 中文.
Universal Expert Skill Suite & Dual-Scope Memory Engine for AI Coding Agents (Cursor, Claude Code, Windsurf, Copilot, Antigravity)
Living memory system for AI assistants — SQLite + MCP with decay, learning, and knowledge graph
Your company's brain in Slack — cross-source memory (Slack, Gmail, Docs, GitHub) that thinks in years, not sessions: answers with citations and takes action.
Deterministic hybrid field-plus-ledger memory engine with reconstructive storage, auditable provenance, ranked retrieval, and lineage tracking
Open-source AI memory engine for LLMs. Built with FastAPI, PostgreSQL/pgvector and fastembed. Features autonomous context compression and semantic search.
Free structural-memory pipeline for AI agents. SO Extractor Free turns conversation logs into MemoryUnits; SO Memory Engine builds Context Packs exposing recurrence, tensions, connections, and evidence identity before an LLM responds.
BitBrain SBC: sparse binary coincidence memory engine for tested sub-millisecond local recall paths and governed AI memory research.
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