Function Calling,简单来说,是指 AI 大模型在处理任务时,能够识别特定的指令或提示,进而调用预先定义好的外部函数来完成特定功能的过程。这些外部函数可以是各类编程语言编写的函数,涵盖从简单的数据处理函数到复杂的 API 调用函数等。例如,在一个对话系统中,用户询问 “明天北京的天气如何”,大模型识别出这是一个获...
Calling Python functions: A simple guide with Example Python calls a function by using its name followed by parentheses containing any required arguments or parameters. A function can be called by writing its name, followed by parentheses with any variables or values it requires. Here's an exampl...
Function Calling是什么 OpenAI Chat API官方文档:Chat API Function Calling官方介绍:Function Calling 开发者现在可以向 gpt-4-0613 和 gpt-3.5-turbo-0613 描述函数,并让模型智能地选择输出一个包含调用这些函数参数的 JSON 对象。这是一种更可靠地将 GPT 的功能与外部工具和 API 相连接的新方法。 这些模型经...
Function Calling In Python, after the function is created, we can call it from another function. A function must be defined before the function call; otherwise, the Python interpreter gives an error. To call the function, use the function name followed by the parentheses. Consider the following...
01 函数调用(Function Calling)的用途有哪些? Function Calling 这一技术让开发者能够定义函数(也被称为工具(tools),可以将其视为模型要执行的操作,如进行数学运算或下订单),并让模型智能地选择并输出一个包含调用这些函数所需参数的 JSON 对象。简单来说,这一技术具备以下功能: ...
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AutoGen主打的是多智能体,对话和写代码,但是教程方面没有langchain丰富,我这里抛砖引玉提供一个autogen接入开源function calling模型的教程,我这里使用的开源repo是:https:///SalesforceAIResearch/xLAM 开源模型是:https:///Salesforce/xLAM-7b-fc-r 1b的模型效果有点差,推荐使用7b的模型。首先使用vllm运行: ...
01 函数调用(Function Calling)的用途有哪些? Function Calling 这一技术让开发者能够定义函数(也被称为工具(tools),可以将其视为模型要执行的操作,如进行数学运算或下订单),并让模型智能地选择并输出一个包含调用这些函数所需参数的 JSON 对象。简单来说,这一技术具备以下功能: ...
In this tutorial, you'll learn how to define and call your own Python function. You'll also learn about passing data to your function, and returning data from your function back to its calling environment.
In our fifth stream of the Python + AI series, we're going to explore the two main ways to get LLMs to output structured responses that adhere to a schema: function calling and structured outputs. We'll start with function calling, which is the most well supported way to get structured...