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取天气
ifresponse.message.tool_calls:# There may be multiple tool calls in the responsefortool in response.message.tool_calls:# Ensure the function is available, and then call itiffunction_to_call :=available_functions.get(tool.function.name): print('Calling function:', tool.function.name)print('Ar...
在OpenAI 发布Function calling之前,我们可能会议文本输入的方式,在Prompt中要求LLM格式化输出,或者通过LangChain框架提供的Parsers相关的抽象。现在,OpenAI 提供了Function calling用于将LLM的输出格式化成Function calling所需要的参数。 Function calling介绍 简单的说,Function calling就是基于(自定义)函数调用所需要的参数,...
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 example of how to call a function in Python: Code: # ...
Function Calling Diagram Steps 发送function call请求:开发者先给openai(服务器)发送一个function_call定义请求; openai返回function的参数并调用本地函数:openai返回function_call请求的function所需要用到的参数,并调用本地函数; openai返回最终的响应:也就是结合本地函数返回值和最初的提示词发送的二次请求,openai给...
编者按: 大语言模型拥有令人惊叹的语言理解和生成能力,却也存在自主决策、与外部系统交互等方面的不足。函数调用(Function Calling)技术的出现,正是为解...
Calling a Function To call a function, use the function name followed by parenthesis: ExampleGet your own Python Server defmy_function(): print("Hello from a function") my_function() Try it Yourself »
Learn how to create a Python function that takes another function as an argument and calls it with any number of positional and keyword arguments. Explore code examples with placeholders for unspecified arguments.
python AutoGen接入开源模型xLAM-7b-fc-r,测试function calling的功能,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functionc