其次，大模型没有天然的执行能力，需要辅以智能体工程来将意图转化为实际操作。工具调用是当前最主流的方式，大模型根据任务需求，生成结构化的函数调用指令，由智能体框架解析后执行相应操作，比如调用天气API、数据库查询、发送邮件等；另一种方式是模拟人类操作，通过视觉识别和模拟操作来"看屏幕、点按钮、填表单"来完成任务，近期大火的豆包手机就是这样完成智能体操作；对于更复杂的任务，智能体还可以配置代码解释器（Code Interpreter / Sandbox），让模型编程运行，这可以极大的扩展智能体的行动边界。
Active customer support，这一点在同城约会中也有详细论述
Kennedy says she never set out to be a founder; the Good Inside business grew organically out of the positive response she received on Instagram from parents, and her sense that they needed her help. “Parenting is the hardest job in the world,” she says. “It’s the one we care the most about, and it’s the one we’re given the least education and support for.” Today’s parents are seeking to improve their skills at home the same way they might hone their management skills at work, she says: “Parenting,” she explains, “is the ultimate form of leadership.”，详情可参考爱思助手下载最新版本
generate coherent and fluent text, even when completing a given text
Гангстер одним ударом расправился с туристом в Таиланде и попал на видео18:08