OpenHands/OpenHands
OpenHands is an AI-powered platform that automates software development tasks, enabling developers to code less and produce more by modifying code, running commands, browsing the web, and integrating APIs efficiently.
langchain-ai/langgraph-swarm-py
LangGraph Multi-Agent Swarm is a Python library designed to create swarm-style multi-agent systems using the LangGraph framework. This system enables multiple specialized agents to collaborate dynamically by handing off control to one another based on their expertise. The architecture ensures continuity by remembering which agent was last active, allowing conversations to resume seamlessly with the appropriate agent. Key features include multi-agent collaboration, customizable handoff tools for agent communication, and built-in support for streaming, short-term and long-term memory, and human-in-the-loop interactions. The library is built on top of LangGraph, a robust framework for building agent applications, and offers out-of-the-box functionalities to enhance multi-agent workflows. Users can install the library easily via pip and integrate it with models like OpenAI's GPT-4o. The system supports memory management through checkpointers and stores, which are essential for maintaining conversation state across multiple interactions. Customization options are extensive, allowing users to modify handoff tools to change tool names, descriptions, and data passed between agents, or to implement custom agent behaviors by adjusting state schemas and message handling. This flexibility makes it suitable for complex multi-agent applications where agents need to specialize and collaborate efficiently. The project includes detailed examples and documentation to help users get started quickly and tailor the system to their specific needs.
https://github.com/langchain-ai/langgraph-swarm-py
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