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。
Before diving into API design, it's worth asking: what is a stream?，更多细节参见同城约会
Logitech Wave Keys。关于这个话题，服务器推荐提供了深入分析
One law professor told the BBC that "the nature of the [Crawford] contract was peculiar", and that because of the "significant uncertainty" at the time it was drawn up, they would have expected to see a shorter one that had a cap on the number of claims processed.。关于这个话题，Line官方版本下载提供了深入分析
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