OpenAI 在gpt-3.5-turbo-0613 和 gpt-4-0613两个模型的chat completion api中增加了一个叫Function Calling的新功能,本篇文章对其功能进行探究,并分析其作用。 Function Calling使用 我认为这是一种比Plugin更优雅的方式,给开发者提供了更多的自由度,一方面识别出何时需要调用函数来对输出格式化,一方面设定具体的格式化...
1、发送function call请求//准备function_call tool: privatestaticreadonlyChatTool getWeatherTool = ChatTool.CreateFunctionTool( functionName:nameof(GetWeather), functionDeion:"Get current temperature for provided coordinates in celsius.", functionParameters: BinaryData.FromBytes(""" { "type": "object"...
OpenAI Function Calling Example To resolve this issue, we will now use a recently introduced feature called Function Calling. It is essential to create a custom function to add necessary information to a list of dictionaries so that the OpenAI API can understand its functionality. name: write the...
Example function definition Reading the functions Submitting function outputs See also The Assistants API supports function calling, which allows you to describe the structure of functions to an Assistant and then return the functions that need to be called along with their arguments.Б...
Parallel function calling with multiple functions Now we will demonstrate another toy function calling example this time with two different tools/functions defined. Python importosimportjsonfromopenaiimportAzureOpenAIfromdatetimeimportdatetime, timedeltafromzoneinfoimportZoneInfo# Initialize the Azure OpenAI clie...
validate_profile(profile, schema): try: validate(instance=profile, schema=schema) print("Profile is valid.") except jsonschema.exceptions.ValidationError as err: print("Profile is invalid:", err)# Example usageprofile = generate_profile_with_function_calling()validate_profile(json.lo...
-The Assistants API includes persistent threads, so they don't have to figure out how to deal with long conversation history, built-in retrieval, code interpreter, a working Python interpreter in a sandbox environment,...
A simple example that demonstrates how to use the function call feature of the OpenAI API Example Libraries that need to be installed openai streamlit python-dotenv installation Clone the current repository $ git clone https://github.com/Simoon-F/openai-function-calling-use-exaples ...
就像这样我们有这个函数调用 (Function Calling)对象,然后我们想要检索名称,所以这将是我们要调用的函数 (Function Calling) 名称,我们还希望得到 pizza 名称腊肠,这将是我们要传递给我们的函数 (Function Calling) 的参数。 我们得到函数调用 (Function Calling)和参数,然后我们有这个对象,我们使用JSON.loads()将其从...
Why is Function Calling Important?为什么函数调用很重要? How to Implement Function Calling: A Step-by-Step Python Example如何实现函数调用:Python逐步示例 1. Import the necessary libraries.导入所需的库。 2. Define a dummy function.定义一个虚拟函数。 3. Call the model with the user query and a...