affaan-m/ECC
ECC is a harness-native operator system designed for agentic AI work, providing a comprehensive solution with skills, memory optimization, security, and research-first development across multiple A...
Awesome AI Agents › Multi-Agent Frameworks
wjayesh/mahilo
Mahilo is a sophisticated multi-agent framework designed to facilitate the creation and management of multi-agent systems that interact with humans while sharing relevant context internally. It enables developers to build complex networks of agents that can communicate with each other and with human users in real-time, enhancing efficiency and collaboration in various scenarios such as customer service, emergency response, and more. The framework supports the registration of new agents or integration of agents from other frameworks into a cohesive team where agents can exchange information under human supervision. The system operates through a WebSocket server that allows multiple clients to connect simultaneously to different agents, enabling real-time communication via text or voice. Mahilo's architecture supports flexible communication patterns including peer-to-peer and hierarchical models, with control over which agents can communicate through configurable contact lists. This ensures structured and secure interactions within the agent network. Key features include session management for persistent conversations, multi-provider large language model (LLM) support through LiteLLM, and message validation policies to maintain high-quality and safe communications. The framework also offers an easy-to-extend BaseAgent class for creating custom agents, a CLI client for testing and interaction, and voice integration for natural user engagement. Mahilo is designed to improve human productivity by managing context across multiple agents, allowing humans to focus on specific problems while the system surfaces all relevant information on demand. It is suitable for applications requiring coordinated multi-agent collaboration and human-in-the-loop supervision, providing a robust platform for developing intelligent agent ecosystems.
https://github.com/wjayesh/mahilo
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