訓練するお金を持っていないので、私はこれであきらめました。 任意の種類のプルリクエストを送信してください:)

あらゆるAIを学習仲間に伝え、会話を通して記憶する

お問い合わせ

MCP-TITANとは何ですか?

物事を覚えているあなたについて考える:

• 短期メモリ** - 5秒前に聞いたこと
• ファイル拡張子長期メモリ - 後でリコールする重要な事実
• 🗄️ ディープストレージ - 数年前から「ちょうど知っている」もの

HOPE(階層的オンライン永続的エンコーディング)は、TITANの第2世代であり、AIにこの同じ能力を与えます。 それぞれの会話の後にすべてを忘れる代わりに、人間の脳のような知識を構築します。

問題 HOPE の解決

お問い合わせ

主な特長

🧠 三層記憶システム

脳のように、HOPEには複数のメモリレベルがあります。

| メモリレベル | 店舗情報 | ご利用期間 | ご利用期間 | ご利用期間 | |-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |短期 | 現在の会話 | 議事録 | ワーキング・メモリ - 聞こえるもの | |長期 | 重要パターン | 週・週 | 決算短信 | 決算短信 |

TITAN Memory: AI That Remembers Like You Do

I’ve kind of given up on this as I don’t have money to train it. Feel free to submit any sort of pull requests :)

Turn any AI into a learning companion that remembers across conversations

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What is MCP-TITAN??

Think about how you remember things:

• 💭 Short-term memory - What you heard 5 seconds ago
• 📝 Long-term memory - Important facts you recall later
• 🗄️ Deep storage - Things you “just know” from years ago

HOPE (Hierarchical Online Persistent Encoding) is the second generation of TITAN and gives AI this same ability. Instead of forgetting everything after each conversation, it builds up knowledge like a human brain.

The Problem HOPE Solves

❌ Standard AI (e.g., ChatGPT without plugins):
User: "I'm working on a React project with TypeScript"
AI: *Helps with code*
[Next session]
User: "How do I add a new component to my project?"
AI: "What framework are you using?" ← Forgot everything!

✅ HOPE Memory:
User: "I'm working on a React project with TypeScript"
HOPE: *Stores in long-term memory: React + TypeScript project*
[Next session]
User: "How do I add a new component?"
HOPE: *Recalls context* → "Here's a TypeScript React component for your project..."

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Key Features

🧠 Three-Tier Memory System

Like your brain, HOPE has multiple memory levels:

Example:

Conversation: "My dog Max is 3 years old and loves fetch"

HOPE storage:
- Short-term: "User talking about Max right now"
- Long-term: "User has dog named Max, age 3" (promoted after repeated mentions)
- Archive: "User is pet owner" (core fact, rarely changes)

🎯 Smart Forgetting

Not everything deserves to be remembered!

• Surprising/novel information → Stored longer
• Repeated boring stuff → Forgotten faster
• Important patterns → Promoted to long-term storage

This prevents memory bloat and focuses on what matters.

📈 Continuous Learning (Momentum-Based)

Unlike standard AI that’s frozen after training:

Standard AI: Learn once → Deploy → Never changes
HOPE: Learn → Deploy → Keep learning from every interaction

How it works: