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ai-memory-system

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Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库,系统性整理了与 大模型记忆(LLM Memory)与智能体记忆(Agent Memory) 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

  • Updated Aug 31, 2026
  • Python

Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.

  • Updated Aug 30, 2026
  • Shell
kektordb

AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

  • Updated Aug 21, 2026
  • Go

Helix-AGI is an Agentic AI harness system that runs on a continous daemon pulse with spatial-based subjective memory pipelines and Affect simulator built overtop a conventional RAG memory system and utlizing a branched context window subagent task system where subagents join in memory but keep specialized skill knowledge appended directly to schema

  • Updated Aug 20, 2026
  • Python
aictx

Repo-local continuity runtime for AI coding agents. Helps them continue from the same inspectable work state instead of starting cold. Stop onboarding your coding agents like rookies every session.

  • Updated Jun 17, 2026
  • Python

Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by automatically capturing, clustering, and surfacing decisions and patterns across all projects. It uses the MCP for universal compatibility and ensures privacy

  • Updated May 15, 2026
  • Batchfile

Free, fully local, easy to use Ai agent/character platform with built in neuroscience inspired persistent memory, moods powered by simulated neurochemistry, and visual memory graphs. Ollama, Sillytavern, Api, Huggingface and locally download GGUF file compatibility. Check ReadME for more details

  • Updated Aug 29, 2026
  • Python
vault-cortex

Standalone MCP server that gives AI agents access to your Obsidian vault — hybrid search, memory, tasks, files, OAuth 2.1. Run locally, self-host, or one-click deploy for remote access.

  • Updated Sep 1, 2026
  • TypeScript

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