multi-swarm 1.0.3

A framework for creating collaborative AI agent swarms

Multi-Swarm Framework

A powerful framework for creating collaborative AI agent swarms, supporting multiple LLM providers and advanced agent management capabilities.

Features

• Multi-LLM Support

  • Claude (Anthropic) integration with latest models
  • Gemini (Google) integration with latest models
  • Automatic model selection based on agent roles

• Advanced Agency Management

  • Flexible agent creation and configuration
  • Sophisticated communication flows between agents
  • State persistence and thread management
  • Automated task distribution and coordination

• Built-in Tools

  • Code Interpreter for executing Python code
  • File Search with RAG capabilities
  • Docker integration for isolated environments
  • Customizable tool creation framework

Installation

pip install multi-swarm

Quick Start

from multi_swarm import Agency, Agent

# Create agents with specific roles
ceo = Agent(
    name="CEO",
    description="Manages overall strategy and coordination",
    llm_provider="claude",
    provider_config={
        "model": "claude-3-sonnet",
        "api_version": "2024-03"
    }
)

developer = Agent(
    name="Developer",
    description="Handles technical implementation",
    llm_provider="gemini",
    provider_config={
        "model": "gemini-pro",
        "api_version": "2024-01"
    }
)

# Create agency with communication flows
agency = Agency([
    ceo,  # Entry point for user communication
    [ceo, developer],  # CEO can communicate with Developer
])

# Run the agency
agency.run()

Documentation

For detailed documentation, visit:

• Getting Started Guide
• API Reference
• Examples

Requirements

• Python 3.8+
• Dependencies:
  • anthropic>=0.18.1
  • google-generativeai>=0.3.2
  • pydantic>=2.0.0
  • python-dotenv>=1.0.0
  • docker>=6.1.0
  • sentence-transformers>=2.2.0
  • faiss-cpu>=1.7.4
  • transformers>=4.38.0
  • torch>=2.0.0
  • numpy>=1.24.0
  • click>=8.0.0

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contributing

Contributions are welcome! Please read our Contributing Guidelines and Code of Conduct.

Support

• Report issues on GitHub Issues
• Join discussions in GitHub Discussions

Authors

• Bart Van Spitaels ([e-mail])