Unable to use function calling in deployed models in the Azure OpenAI portal.

Mohd Mushahid 0

We have GPT-35-Turbo as well as GPT-432k Model deployed in my Azure OpenAI Environment. But I am unable to use function calling service from these models. Error I am receiving when trying to use functions is ""Unrecognized request argument supplied: functions"". We have another Environment where GPT-35-turbo-0613 new version of GPT-35-Turbo is deployed, but again the same issue also occurred for that model. Please kindly provide you support on this.

Janarthanan S 700 Reputation points

2023-09-06T16:11:48.4166667+00:00
Hi @Mohd Mushahid

Function support with the Azure API was added in 2023-07-01-preview. The API version needs to be updated in your example:

openai.api_version = "2023-07-01-preview"

Hope this will be helpful.

Regards,

Janarthanan

Janarthanan S 700

Forgot to add the code snippet

import openai
openai.api_type = "azure"
openai.api_base = "https://XXXX.openai.azure.com/"
openai.api_version = "2023-07-01-preview"
openai.api_key = "XXXX" 
messages = [{"role": "system", "content": "You are a helpful assistant."}, {"role": "user", "content": "Hello!"}]
functions = [
    {
        "name": "fetch_pages",
        "description": "Fetch the content of specified pages from the document.",
        "parameters": {
            "type": "object",
            "properties": {
                "pages": {
                    "type": "array",
                    "items": {
                        "type": "number"
                    },
                    "description": "The list of pages to fetch."
                }
            },
            "required": ["pages"]
        }
    },
    {
        "name": "fetch_section",
        "description": "Fetch the content of a specified section.",
        "parameters": {
            "type": "object",
            "properties": {
                "section_title": {
                    "type": "string",
                    "description": "The title of the section to fetch."
                }
            },
            "required": ["section_title"]
        }
    },
    {
        "name": "search",
        "description": "Search the document for a string query.",
        "parameters": {
            "type": "object",
            "properties": {
                "query": {
                    "type": "string",
                    "description": "The search term."
                }
            },
            "required": ["query"]
        }
    }
]


response = openai.ChatCompletion.create(
            engine="gpt-35-turbo-XXXX",
            model="gpt-35-turbo-0613-XXXX"
            messages=messages,
            functions=functions,
            function_call="auto",
        )


print(response)

1 answer

romungi-MSFT 45,961 Reputation points Microsoft Employee

2023-09-01T14:09:27.0133333+00:00

@Mohd Mushahid Please see this SO thread with similar issue. As per the verified answer on SO thread:

Function support with the Azure API was added in 2023-07-01-preview, use:
openai.api_version = "2023-07-01-preview"

If you have a similar case, please try and check if it works. If you are still seeing an issue, please add additional details on how you are calling the Model endpoint along with other details like version of SDK, platform etc. Thanks!!

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Unable to use function calling in deployed models in the Azure OpenAI portal.

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