나는 그것을 훈련 할 돈이 없다. 어떤 종류의 풀 요청을 제출할 수 없습니다 :)

** 대화를 통해 기억하는 학습 동반자에 AI를 돌려 **

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MCP-TITAN은 무엇입니까??

어떻게 생각 ** 당신은** 물건을 기억:

• 어드벤처 ** - 5 초 전에 무엇을 들었습니까?
• 장기 기억 ** - 나중에 회신하는 중요한 사실
• De️ Deep storage - 몇 년 전부터 “단지 알고있는 것”

HOPE (Hierarchical Online Persistent Encoding)은 TITAN의 두 번째 세대이며 AI이 동일한 능력을 제공합니다. 각 대화 후에 모든 것을 잊지 않는 대신, 그것은 인간의 두뇌와 같은 지식을 구축.

문제 해결

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키 기능

**세터 메모리 시스템 **

뇌처럼, HOPE는 여러 메모리 레벨을 가지고:

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: