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随着大型语言模型(LLM)和AI代理技术的快速发展,人工智能正从信息分析工具转变为任务执行系统。OpenClaw作为一个开源的AI代理框架,采用多层架构整合理解、决策和执行的各个环节,使AI不仅能够回答问题,还能调用工具、处理数据和完成复杂任务。
在OpenClaw的架构中,用户访问、消息交换、任务规划、模型逻辑和工具调用等层级被划分开来,这提高了系统的自动化和可扩展性。结合记忆搜索、执行模块和提示构建的能力,OpenClaw支持更完整的智能决策和执行循环。