A G E N T - T O - A G E N T
I N T E L L I G E N C E
by MUVIO AI
Muvius is a powerful framework for building and managing AI agents with advanced memory systems and seamless inter-agent communication. It provides a structured approach to creating intelligent agents that can:
- Maintain context through multiple memory systems
- Communicate with other agents using standardized protocols
- Handle complex tasks through role-based interactions
- Scale from simple to complex multi-agent systems
- Episodic Memory: Tracks conversation history and interactions
- Procedural Memory: Stores agent roles, rules, and procedures
- Vector Store: Enables semantic search and context understanding
- Standardized message protocols
- Dynamic message routing
- Inter-agent collaboration support
- FastAPI-based REST endpoints
- Docker support for easy deployment
- CLI tools for quick setup and management
┌─────────────────────────────────────────────────────────┐
│ Muvius Framework │
├─────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Orchestrator│ │ Agents │ │ Shared │ │
│ │ │ │ │ │ Services │ │
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
│ │ │ │ │
│ ┌──────▼──────┐ ┌──────▼──────┐ ┌──────▼──────┐ │
│ │ Message │ │ Memory │ │ Utilities │ │
│ │ Routing │ │ Systems │ │ & Tools │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │
└─────────────────────────────────────────────────────────┘
# Create and activate virtual environment
python -m venv venv
source venv/bin/activate # On Windows: .\venv\Scripts\activate
# Install Muvius
pip install muvius# Create a new Muvius project
muvius init
# Create your first agent
muvius create-agent my-agent# Start the orchestrator
python -m muvius.orchestrator.main
# Start your agent (in a new terminal)
python -m muvius.agents.my-agent.mainmuvius/
├── agents/ # Agent modules
│ └── my-agent/ # Your custom agent
│ ├── memory/ # Memory systems
│ ├── main.py # Agent logic
│ └── routes.py # API endpoints
├── orchestrator/ # Message routing
└── shared/ # Common utilities
# Initialize framework
muvius init
# Create new agent
muvius create-agent <agent-name>
# Delete agent
muvius delete-agent <agent-name>- SQLite-based conversation history
- Automatic message logging
- Context retrieval for conversations
- YAML-based configuration
- Role and policy definitions
- Procedure storage and retrieval
- Semantic search capabilities
- Context understanding
- Long-term memory storage
POST /process-message: Route messages to agentsGET /ping: Health check
POST /interact: Handle agent interactionsGET /ping: Health check
- Python 3.8+
- pip
- virtualenv
- Create
.envfile:
OPENAI_API_KEY=your_api_key_herepytest- Fork the repository
- Create a feature branch
- Commit your changes
- Push to the branch
- Create a Pull Request
MIT License
For support, please:
- Check the documentation
- Open an issue on GitHub
- Contact the Muvio AI team
Built with ❤️ by @varun-singhh