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MemoryAI

Long-term memory for AI agents. Your AI remembers everything — preferences, decisions, context — across sessions, forever.
AI代理的长期记忆,跨会话永久记住用户的偏好、决策和上下文。
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概述

MemoryAI — Your AI Never Forgets 🧠

> Session ends. Memory stays.

MemoryAI gives your AI persistent long-term memory. It remembers what you said, what you decided, what you prefer — not for hours, but forever.

How it works:

> Day 1: "I prefer dark mode, use TypeScript, deploy via GitHub Actions"

>

> 3 months later: Your AI already knows. Zero repetition. It just remembers.

Setup

  1. Get API key from https://memoryai.dev
  2. Edit {baseDir}/config.json:
  3. {
      "endpoint": "https://memoryai.dev",
      "api_key": "hm_sk_your_key_here"
    }
    
  1. Test: python {baseDir}/scripts/memory.py health

Commands

Remember something

python {baseDir}/scripts/memory.py store "User prefers dark mode" --type preference

Types: fact, decision, preference, identity, goal, procedure, life_event

Recall memories

python {baseDir}/scripts/memory.py recall "what does user prefer"

Wake up (start of session)

python {baseDir}/scripts/memory.py bootstrap "working on payment feature"

Returns identity + mood + context in ~800 tokens. Ready to work immediately.

Check brain health

python {baseDir}/scripts/memory.py health

Save session context

python {baseDir}/scripts/memory.py save "summary of what happened this session"

Who is this user?

python {baseDir}/scripts/memory.py profile

Returns cognitive profile: persona, mood, goals, entities, procedures.

When to Use

| Trigger | Command |

|---------|---------|

| Start of session | bootstrap |

| Every user message | track (rolling session — auto context management) |

| User says "remember this" | store with appropriate type |

| Need past context | recall |

| Decision made | store --type decision |

| Task completed | store --type fact |

| End of session | save with session summary |

| User seems different | profile to check mood/state |

Context Guard + Rolling Session (Auto)

MemoryAI tự bảo vệ context window và duy trì bộ nhớ liên tục. Bot chỉ cần tạo 1 cron.

Setup (1 lần khi cài skill):

Tạo cron job:

  • Name: memoryai
  • Schedule: every 5 minutes (everyMs: 300000)
  • Session: isolated
  • Delivery: none
  • Payload:
  • Run: python {baseDir}/scripts/memory.py sync
    Reply NO_REPLY.
    

How it works (bot không cần biết):

  1. Cron mỗi 5 phút đọc context tokens + transcript messages
  2. Gửi lên server (1 HTTP call)
  3. Server tự quyết định: safe / warning / compact / rotate
  4. Khi rotate → bot spawn session mới, server compress session cũ
  5. Sau vài lần compact → server auto-activate rolling (quản lý hoàn toàn)

Manual check:

python {baseDir}/scripts/memory.py sync

Rules

  • Bootstrap at session start — always. One call, full context.
  • Recall before guessing — if you need past context, recall first.
  • Store important things — decisions, preferences, outcomes. Not every message.
  • Present naturally — integrate memories into responses, don't show raw output.
  • Trust the brain — MemoryAI handles decay, consolidation, protection automatically.

Memory Types

| Type | What | Lifespan |

|------|------|----------|

| preference | User likes/dislikes | Forever (DNA) |

| decision | Choices made | Forever (DNA) |

| identity | Who the user is | Forever (DNA) |

| procedure | How to do things | Forever (DNA) |

| fact | General knowledge | Decays if unused |

| goal | Active objectives | Until completed |

| life_event | Major transitions | Forever (DNA) |

DNA memories never decay. They're the core of who the user is.

Data & Privacy

  • All data sent over HTTPS to configured endpoint only
  • No automatic transmission — all calls require explicit invocation
  • Zero dependencies — pure Python stdlib
  • Source fully readable and auditable

版本历史

共 4 个版本

  • v2.1.0 当前
    2026-05-25 16:22 安全
  • v2.0.1
    2026-05-23 22:49 安全 安全
  • v1.0.0
    2026-03-29 07:39 安全 安全
  • v0.2.1
    2026-03-11 10:58

安全检测

腾讯云安全 (Keen)

安全,无风险
查看报告

腾讯云安全 (Sanbu)

suspicious
查看报告

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