arXiv:2509.09292cs.AI2025-09被引 1

轻量开源智能体框架,让开发者轻松构建自学习智能体。

LightAgent: Production-level Open-source Agentic AI Framework

  • 集成记忆、工具与思维链能力,结构极简但功能完整
  • 支持主流聊天平台对接,开箱即用的开发体验
  • 适合想快速搭建智能体应用的开发者和研究者

随着大语言模型的快速发展,多智能体系统在各类应用场景中取得了显著进展。然而,在设计通用、稳健且高效的智能体部署平台方面仍面临诸多挑战。为解决现有框架灵活性与简洁性之间的矛盾,我们提出 extbf{LightAgent}——一个轻量但强大的智能体框架。该框架整合了记忆(mem0)、工具调用与思维链(Tree of Thought)等核心功能,同时保持极简架构。作为全开源方案,LightAgent 可无缝接入主流聊天平台,帮助开发者便捷构建自学习型智能体。项目已发布于 https://github.com/wxai-space/LightAgent。

原文摘要 · Abstract (English)

With the rapid advancement of large language models (LLMs), Multi-agent Systems (MAS) have achieved significant progress in various application scenarios. However, substantial challenges remain in designing versatile, robust, and efficient platforms for agent deployment. To address these limitations, we propose \textbf{LightAgent}, a lightweight yet powerful agentic framework, effectively resolving the trade-off between flexibility and simplicity found in existing frameworks. LightAgent integrates core functionalities such as Memory (mem0), Tools, and Tree of Thought (ToT), while maintaining an extremely lightweight structure. As a fully open-source solution, it seamlessly integrates with mainstream chat platforms, enabling developers to easily build self-learning agents. We have released LightAgent at \href{https://github.com/wxai-space/LightAgent}{https://github.com/wxai-space/LightAgent}

智能体开源框架LLM多智能体

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