AgentScope 1.0：面向开发者的智能体应用构建框架
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
August 22, 2025
作者: Dawei Gao, Zitao Li, Yuexiang Xie, Weirui Kuang, Liuyi Yao, Bingchen Qian, Zhijian Ma, Yue Cui, Haohao Luo, Shen Li, Lu Yi, Yi Yu, Shiqi He, Zhiling Luo, Wenmeng Zhou, Zhicheng Zhang, Xuguang He, Ziqian Chen, Weikai Liao, Farruh Isakulovich Kushnazarov, Yaliang Li, Bolin Ding, Jingren Zhou
cs.AI
摘要
随着大型语言模型（LLMs）的快速发展，智能体得以将内在知识与动态工具使用相结合，极大地提升了其应对现实世界任务的能力。顺应这一趋势，AgentScope在新版本（1.0）中引入了重大改进，旨在全面支持灵活高效的工具驱动型智能体-环境交互，以构建智能体应用。具体而言，我们抽象出了智能体应用所需的基础组件，并提供了统一的接口和可扩展模块，使开发者能够轻松利用最新进展，如新模型和MCPs。此外，我们将智能体行为建立在ReAct范式之上，并基于系统化的异步设计提供了先进的智能体级基础设施，这不仅丰富了人机交互与智能体间交互模式，还提升了执行效率。在此基础上，我们整合了多个针对特定实际场景的内置智能体。AgentScope还包含强大的工程支持，为开发者提供友好体验。我们提供了一个带有可视化工作室界面的可扩展评估模块，使得长轨迹智能体应用的开发更易于管理和追踪。此外，AgentScope提供了一个运行时沙盒，确保智能体执行的安全性，并促进在生产环境中的快速部署。凭借这些增强功能，AgentScope为构建可扩展、自适应且高效的智能体应用奠定了实用基础。
English
Driven by rapid advancements of Large Language Models (LLMs), agents are
empowered to combine intrinsic knowledge with dynamic tool use, greatly
enhancing their capacity to address real-world tasks. In line with such an
evolution, AgentScope introduces major improvements in a new version (1.0),
towards comprehensively supporting flexible and efficient tool-based
agent-environment interactions for building agentic applications. Specifically,
we abstract foundational components essential for agentic applications and
provide unified interfaces and extensible modules, enabling developers to
easily leverage the latest progress, such as new models and MCPs. Furthermore,
we ground agent behaviors in the ReAct paradigm and offer advanced agent-level
infrastructure based on a systematic asynchronous design, which enriches both
human-agent and agent-agent interaction patterns while improving execution
efficiency. Building on this foundation, we integrate several built-in agents
tailored to specific practical scenarios. AgentScope also includes robust
engineering support for developer-friendly experiences. We provide a scalable
evaluation module with a visual studio interface, making the development of
long-trajectory agentic applications more manageable and easier to trace. In
addition, AgentScope offers a runtime sandbox to ensure safe agent execution
and facilitates rapid deployment in production environments. With these
enhancements, AgentScope provides a practical foundation for building scalable,
adaptive, and effective agentic applications.