基于LlamaIndex实现CodeAct Agent:代码执行工作流的技术 ...

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本文将详细阐述如何利用LlamaIndex框架从底层构建CodeAct Agent,深入剖析其内部工作机制,以及如何在预构建解决方案的基础上进行定制化扩展。 从技术架构角度而言,CodeAct赋予AI助手以下关键能力: CodeAct Agent的技术架构由以下相互依存的关键组件构成: 1、基础工具函数实现. 首先需要定义代理可调用的基础函数集。 以下实现了一组基本数学运算工具函数: def add(a: int, b: int) -> int: . """将两个数字相加""" . return a + b . """两个数字相减""" . return a - b . """两个数字相乘""" . return a * b . """两个数字相除""" .


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