episodic-memory 开源项目推荐（205 个）

FlowElement-xinliuyuansu /m_flow

一个受生物启发的认知记忆引擎——Graph RAG 的新范式。

NirDiamant /Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

CodeAbra /iai-personal-memory-engine

Independent Autistic Intelligence——为你的 AI 打造的赛博大脑。它从不会忘记任何细节，能准确记住你说过的话，并随着时间了解你的工作方式。免费、本地运行，兼容 Cursor、Claude Code、Codex、OpenClaw、Hermes 等。MIT 许可。

nossa-y /activity-frames

Turn your workday into structured workflows agents can execute. 100% local, served over MCP.

timgordontg /engrim

The Universal Cross-Model Episodic Memory Standard. Local-first, project-scoped SQLite engine for Google Antigravity, Claude Code, Cursor, Codex CLI, GitHub Copilot CLI, and OpenCode. Zero cloud lock-in.

nemori-ai /nemori

A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with human episodic memory granularity. Shows how this single principle enables simple methods to rival complex memory frameworks for conversational tasks.

MarcoMeter /episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory

alibaizhanov /mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

swapnildahiphale /OpenSRE

OpenSRE——记忆优先的 AI SRE。自托管事件调查，具备情景记忆、知识图谱、Web 控制台、Slack 和 Teams。opensre.in

AgentToolkit /altk-evolve

Self improving agents through iterations

cdeust /Cortex

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

LinZichuan /emdqn

Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018

anthroos /openexp

Outsource your understanding. Capture every human-AI decision as a step in a trajectory; grade trajectories retroactively when outcomes land (deal closed, sprint shipped). Hooks + MCP server for Claude Code, Qdrant + FastEmbed local-first.

Kyros-494 /kyros-ai

Kyros — The Memory OS for AI Agents Give your AI agents secure, self-correcting, persistent memory in 3 lines of code. Three memory types (episodic, semantic, procedural) with built-in forgetting curves, cryptographic integrity, and automatic contradiction resolution. Model-agnostic REST API with Python and TypeScript SDKs.

qihongl /learn-hippo

Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife

qihongl /dnd-lstm

A Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.

BKHMSI /Meta-RL-TwoStep-Task

PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!

LeandroPG19 /Memorys

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.

robotmem /robotmem

Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.

zensation-ai /zenbrain

Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, procedural) with FSRS-style spaced repetition and memory consolidation. TypeScript, no third-party dependencies in the core packages; Model Context Protocol (MCP) server, Vercel AI SDK middleware. Paper: arXiv 2604.23878 · reproduction packages on Zenodo.