Alice-AI

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An advanced, modular autonomous agent framework

Alice-AI 최신버젼 다운로드

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# Alice AI

Welcome to **Alice AI**, an advanced, modular autonomous agent framework designed with a cognitive "Soul", persistent "Memory", and a flexible "Body".

## 🚀 Project Overview

Alice AI is designed to simulate a digital entity that goes beyond simple request-response patterns. She possesses:
- **Continuous Awareness**: A perception loop that processes inputs even when idle.
- **Self-Evolution**: An internal drive system (Emotions & Desires) that influences behavior.
- **Long-term Memory**: Vector-based storage for episodic and semantic recall.
- **Tool Use**: A flexible action registry for interacting with the digital and virtual worlds.

![Architecture](https://raw.githubusercontent.com/webDrag0n/Alice-AI/main/docs/images/architecture.png)

## ✨ Feature Highlights

Here is a glimpse of Alice's capabilities. She is a complex system with many more features waiting for you to explore!

### 🎮 Minecraft Embodiment
Alice possesses the unique ability to inhabit a physical body within the virtual world of Minecraft. Through a specialized bridge, she can connect to servers, perceive the voxel environment, and autonomously control a game character to navigate, gather resources, build structures, and interact with players.

![Alice in Minecraft](https://raw.githubusercontent.com/webDrag0n/Alice-AI/main/docs/images/minecraft_capability.png)

### 🔬 Continuous Deep Research
Beyond simple conversation, Alice is capable of autonomous, deep-dive research. She can formulate research plans, explore complex topics, read and synthesize vast amounts of information, and iteratively refine her understanding to solve difficult problems over extended periods.

![Deep Research Process](https://raw.githubusercontent.com/webDrag0n/Alice-AI/main/docs/images/deep_research_capability.png)

... and more!

## 📚 Documentation

- **[Getting Started](docs/getting_started.md)**
  - Installation guide
  - Configuration (LLM, Environment)
  - Running the project

- **[System Architecture](docs/architecture.md)**
  - High-level overview
  - The "Soul" (Cognitive Core & LangGraph)
  - Perception & Thinking Loops

- **[Memory System](docs/memory_system.md)**
  - Short-Term, Long-Term, and Consolidated Memory
  - Episodic, Beliefs, Social, and Procedural (Actions)
  - Metacognition as Solidified Memory

- **[Development Guide](docs/development.md)**
  - Project structure
  - Extending the agent (Adding Actions, Customizing Persona)
  - Prompt Engineering

- **[API Reference](docs/api_reference.md)**
  - WebSocket Protocol
  - HTTP API Endpoints
  - Data Models

- **[Integrations](docs/integrations/minecraft.md)**
  - Minecraft Agent Setup & Usage

## 🛠 Project Structure

- `alice_dev/`: Core Python Agent (Backend, Soul, Memory) & React Frontend.
- `minecraft_agent/`: Node.js service for Minecraft integration.
- `docs/`: Detailed documentation.
- `docker/`: Docker composition files.

## 🔮 Future Improvements (TODO)

### 🧠 Cognition & Soul
- [ ] **Dreaming Mode**: Implement a "Deep Sleep" cycle where the agent processes daily logs, consolidates memories, and updates Metacognition rules.
- [ ] **Self-Correction**: Enhance the `Think` node to detect loops or failures and auto-correct its strategy using a separate "Critic" prompt.
- [ ] **Multi-Persona Support**: Allow dynamic switching or evolution of personas based on long-term interaction.

### 💾 Memory System
- [ ] **GraphRAG**: Implement a Knowledge Graph alongside the Vector DB to better understand relationships between entities.
- [ ] **Active Forgetting**: Mechanism to archive or delete low-importance memories to maintain retrieval quality.
- [ ] **Skill Generalization**: Allow the agent to combine simple `Actions` into complex `Macros` and save them as new tools automatically.

### 🔌 Integrations & Body
- [ ] **Voice Interface**: Add STT/TTS modules for voice interaction.
- [ ] **Desktop Control**: Add Computer Use capabilities (Claude Computer Use API or similar) to allow Alice to control the host OS.
- [ ] **Discord/Telegram Bots**: Connect the Backend Gateway to external chat platforms.

## 🤝 Contributing

We welcome contributions! Please read the [Development Guide](docs/development.md) to understand the core architecture before submitting Pull Requests.

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