Azureopenai functions

Question

Azureopenai functions

aakash regmi 11

Still getting the following error, running the demo with this config based on the documentation below:
https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/chatgpt?tabs=python&pivots=programming-language-chat-completions

model="gpt-35-turbo-0613"

client = AzureOpenAI(
    azure_endpoint=endpoint,
    api_key=api_key,
    api_version="2023-07-01-preview"
    )
YAML

Saurabh Sharma 23,866 Microsoft Employee Moderator

Hi @aakash regmi

Welcome to Microsoft Q&A! Thanks for posting the question.

I don't see any issues running the sample code. I have used the below code from the documentation, and it works as expected.

import os
from openai import AzureOpenAI

client = AzureOpenAI(
  api_key = os.getenv("AZURE_OPENAI_KEY"),  
  api_version = "2023-05-15",
  azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
)

response = client.chat.completions.create(
    model="gpt-35-turbo", # model = "deployment_name".
    messages=[
        {"role": "system", "content": "Assistant is a large language model trained by OpenAI."},
        {"role": "user", "content": "Who were the founders of Microsoft?"}
    ]
)

#print(response)
print(response.model_dump_json(indent=2))
print(response.choices[0].message.content)

Result: User's image

Can you please try to use the above code and let me know if still see issues.

Also, please refer to this documentation for prerequisites and environment setup if this helps.

Thanks

Saurabh

aakash regmi 11 Reputation points

2023-11-18T22:55:32.2633333+00:00

Thanks for getting back at this, but the problematic code was the second one. One for function call. https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/function-calling?tabs=python-new

Using openai 1.x version.
Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-11-19T18:11:00.7933333+00:00

@aakash regmi ok. I have tried that as well and able to run the exact same code without any issues. (see screenshot)

Can you please check the openai version your python environment has? I believe it is issue with the openai version.

Thanks,

Saurabh

aakash regmi 11

I am using 1.3.3 openai with following:

model="gpt-35-turbo-0613"

client = AzureOpenAI(
    azure_endpoint=endpoint,
    api_key=api_key,
    api_version="2023-07-01-preview"

User's image

Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-11-21T21:39:46.6066667+00:00

@aakash regmi Could you please post the entire code that you are attempting to run, after deleting any confidential information?

Thanks

Saurabh

aakash regmi 11

This is the whole code, got it from the sample and just added endpoint and key

import os
from openai import AzureOpenAI
endpoint = "" 
api_key = ""  
model="gpt-35-turbo-0613"  
client = AzureOpenAI(azure_endpoint=endpoint,
     api_key=api_key,
     api_version="2023-07-01-preview" 
    )

messages= [
    {"role": "user", "content": "Find beachfront hotels in San Diego for less than $300 a month with free breakfast."}
]

functions= [  
    {
        "name": "search_hotels",
        "description": "Retrieves hotels from the search index based on the parameters provided",
        "parameters": {
            "type": "object",
            "properties": {
                "location": {
                    "type": "string",
                    "description": "The location of the hotel (i.e. Seattle, WA)"
                },
                "max_price": {
                    "type": "number",
                    "description": "The maximum price for the hotel"
                },
                "features": {
                    "type": "string",
                    "description": "A comma separated list of features (i.e. beachfront, free wifi, etc.)"
                }
            },
            "required": ["location"]
        }
    }
]  

response = client.chat.completions.create(
    model="gpt-35-turbo-0613", # model = "deployment_name"
    messages= messages,
    functions = functions,
    function_call="auto",
)

print(response.choices[0].message.model_dump_json(indent=2))

1 answer

Your answer

Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-11-18T22:29:15.3766667+00:00

Hi @aakash regmi

Welcome to Microsoft Q&A! Thanks for posting the question.

I don't see any issues running the sample code. I have used the below code from the documentation, and it works as expected.

import os from openai import AzureOpenAI client = AzureOpenAI( api_key = os.getenv("AZURE_OPENAI_KEY"), api_version = "2023-05-15", azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT") ) response = client.chat.completions.create( model="gpt-35-turbo", # model = "deployment_name". messages=[ {"role": "system", "content": "Assistant is a large language model trained by OpenAI."}, {"role": "user", "content": "Who were the founders of Microsoft?"} ] ) #print(response) print(response.model_dump_json(indent=2)) print(response.choices[0].message.content)

Result:

Can you please try to use the above code and let me know if still see issues.

Also, please refer to this documentation for prerequisites and environment setup if this helps.

Thanks

Saurabh
aakash regmi 11 Reputation points

2023-11-18T22:55:32.2633333+00:00

Thanks for getting back at this, but the problematic code was the second one. One for function call. https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/function-calling?tabs=python-new

Using openai 1.x version.
Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-11-19T18:11:00.7933333+00:00

@aakash regmi ok. I have tried that as well and able to run the exact same code without any issues. (see screenshot)

Can you please check the openai version your python environment has? I believe it is issue with the openai version.

Thanks,

Saurabh
aakash regmi 11 Reputation points

2023-11-21T21:20:03.7833333+00:00

I am using 1.3.3 openai with following:

model="gpt-35-turbo-0613" client = AzureOpenAI( azure_endpoint=endpoint, api_key=api_key, api_version="2023-07-01-preview"
Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-11-21T21:39:46.6066667+00:00

@aakash regmi Could you please post the entire code that you are attempting to run, after deleting any confidential information?

Thanks

Saurabh
aakash regmi 11 Reputation points

2023-11-22T14:17:52.64+00:00

This is the whole code, got it from the sample and just added endpoint and key

import os from openai import AzureOpenAI endpoint = "" api_key = "" model="gpt-35-turbo-0613" client = AzureOpenAI(azure_endpoint=endpoint, api_key=api_key, api_version="2023-07-01-preview" ) messages= [ {"role": "user", "content": "Find beachfront hotels in San Diego for less than $300 a month with free breakfast."} ] functions= [ { "name": "search_hotels", "description": "Retrieves hotels from the search index based on the parameters provided", "parameters": { "type": "object", "properties": { "location": { "type": "string", "description": "The location of the hotel (i.e. Seattle, WA)" }, "max_price": { "type": "number", "description": "The maximum price for the hotel" }, "features": { "type": "string", "description": "A comma separated list of features (i.e. beachfront, free wifi, etc.)" } }, "required": ["location"] } } ] response = client.chat.completions.create( model="gpt-35-turbo-0613", # model = "deployment_name" messages= messages, functions = functions, function_call="auto", ) print(response.choices[0].message.model_dump_json(indent=2))

Answer 1

Saurabh Sharma 23,866 Microsoft Employee Moderator

Hi @aakash regmi

You are getting this error as your GPT-35-Turbo model version is older (0301) and not GPT-35-Turbo(0601).

I am able to reproduce this issue and got the same error as you are getting. (See screenshot below)

User's image

Please can you update your model to newer version or try with the model with version 0613 of gpt-35-turbo, gpt-35-turbo-16k, gpt-4, or gpt-4-32k.

You can update an existing model from deployments tab and using edit deployment button.

User's image

Please let me know if you have any questions.

Thanks

Saurabh

Please 'Accept as answer' and Upvote if it helped so that it can help others in the community looking for help on similar topics.

Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-12-06T17:48:25.6133333+00:00

Hi @aakash regmi

I have not heard back from you. Did my answer solve your issue? If so, please mark as accepted answer. If not, please let me know how I may better assist.

Thanks

Saurabh

Holalkere, Prakash 0

HI, below is my code and I keep getting the error that AzureOpenAI () takes no arguments!

import os
from openai import AzureOpenAI

client = AzureOpenAI(
  api_key = os.getenv("AZURE_OPENAI_KEY"),  
  api_version = "2023-05-15",
  azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
)

response = client.chat.completions.create(
    model="sbd-gpt-4", # model = "deployment_name".
    messages=[
        {"role": "system", "content": "Assistant is a large language model trained by OpenAI."},
        {"role": "user", "content": "Who were the founders of Microsoft?"}
    ]
)

#print(response)
print(response.model_dump_json(indent=2))
print(response.choices[0].message.content)

Saurabh Sharma 23,866 Reputation points Microsoft Employee Moderator

2023-12-15T21:47:03.2433333+00:00

Holalkere, Prakash As mentioned above you need to update the model version of GPT-4 to 0613. Also, update the openai version to latest. Thanks.

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Azureopenai functions

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