alpha-avatar-plugins-memory 0.6.3

AlphaAvatar Framework plugin for memory service

🧠 Memory Plugin for AlphaAvatar

Give AlphaAvatar the ability to remember you — across conversations, sessions, and time.

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🤔 What is the Memory Plugin?

Imagine talking to an assistant that forgets everything you said the moment you close the app. Frustrating, right?

The Memory Plugin solves this. It allows AlphaAvatar to:

• Remember your name, preferences, and habits
• Recall past conversations and what was discussed
• Learn from its own tool usage (like web searches or documents it read)
• Get smarter and more personal the more you use it

Think of it like giving AlphaAvatar a notebook — every important thing gets written down and read back when needed.

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💡 How Does it Work? (Simple Flow)

You say something to AlphaAvatar
            ↓
AlphaAvatar picks out important information
(your name, preferences, facts, decisions)
            ↓
That information gets saved to local storage
            ↓
Next time you start a conversation
            ↓
AlphaAvatar reads its saved memories
            ↓
Responds like it knows you — because it does

No setup needed from your side. It works automatically in the background.

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✨ Features

🌍 Global Memory (Avatar-wide)

AlphaAvatar maintains memories across your entire experience — not just one chat window.

This includes:

• Things you told it (name, preferences, goals)
• Things it learned from external tools (web searches, documents, research)
• Things it observed from its own environment (what worked, what didn't)

⚡ Real-time Context Updates

Memory doesn't just update at the end of a conversation — it updates while you're talking. If you mention something new mid-conversation, it gets remembered immediately.

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📦 What Kind of Things Does AlphaAvatar Remember?

Type	Real Example
👤 Personal facts	"My name is Alex and I live in New York"
❤️ Preferences	"I like short, direct answers"
🔍 Research results	Facts found during a DeepResearch session
📄 Document knowledge	Content from files you uploaded via RAG
🗓️ Past conversations	Topics and decisions from previous sessions
🛠️ Tool interactions	Results from MCP tools like Notion or Gmail

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🔧 Installation

pip install alpha-avatar-plugins-memory

That's it. The plugin is automatically used when you run AlphaAvatar.

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🗄️ How Memories are Stored

AlphaAvatar uses vector storage to save memories. This means memories aren't stored as plain text — they're stored in a way that makes them easy to search and retrieve intelligently.

Supported Backends

Backend	What it Does
LanceDB	Saves memories locally on your machine (default)
Qdrant	A powerful vector database for storage and retrieval
LangChain	The pipeline that extracts and processes memories

By default, everything is stored locally — your memories never leave your machine unless you configure a cloud backend.

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🔗 How Memory Connects to Other Plugins

The Memory plugin doesn't work alone — it's the foundation that other plugins build on:

Memory Plugin
      ├── → Persona Plugin   (builds your user profile from memories)
      ├── → RAG Plugin       (stores document knowledge in memory)
      ├── → Reflection*      (analyzes memories to improve Avatar behavior)
      └── → Planning*        (uses memories to set reminders and goals)

* Coming soon

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🙋 Common Questions

Q: Does memory work across different devices? By default, memory is stored locally. Cross-device sync is not yet supported.

Q: Can I see what AlphaAvatar remembers about me? A memory inspection panel is currently in development.

Q: Can I delete a memory? The ability to query, correct, and delete specific memories is coming soon.

Q: Is my data private? Yes — by default everything is stored locally on your machine using LanceDB.

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🚀 Coming Soon

AlphaAvatar's Memory plugin is actively being improved. Here's what's coming:

Feature	Description
🎤 Voice Memory	Remember things said during voice conversations
👁️ Visual Memory	Extract memories from images, screenshots, and camera frames
😊 Face-based Memory	Remember users by their face using facial recognition
🕸️ Graph Memory	Understand relationships between memories (people, events, goals)
🔒 Memory Privacy Controls	Let users view, edit, export, or delete their memories
👥 Multi-user Memory	Separate memories for multiple users in the same session

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📚 Related Links

• Qdrant Documentation
• LangChain Documentation
• AlphaAvatar ROADMAP — Memory Section
• Persona Plugin