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。
"You really do have to hand it to the gang at Fox, they are very creative when it comes to putting a positive spin on things," says Kimmel in the clip above. "This was the headline from foxnews.com last night, I went on to see what was going on: 'Trump celebrates 'turnaround for the ages' in record-breaking State of the Union Address.' I was like, what record did they break? You know what record they broke? It was the longest State of the Union speech ever. It beat the previous record held for longest speech held by Donald Trump."
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Гангстер одним ударом расправился с туристом в Таиланде и попал на видео18:08
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李家超强调，特区政府旗帜鲜明，司法机构理直气壮，无惧任何威吓，坚定履行维护国家安全的责任。