Azure OpenAI Service REST DALL-E Python

Question

Azure OpenAI Service REST DALL-E Python

Todward 0

I follow the example from Dall-e playground azure website and can create images there. But get an error running the python code locally:

/usr/local/bin/python3 /Users//..../gitlab/ml/dalle/dalle-2.py
Traceback (most recent call last):
  File "/Users/r..../gitlab/ml/dalle/dalle-2.py", line 11, in <module>
    response = openai.Image.create(
               ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/api_resources/image.py", line 36, in create
    response, _, api_key = requestor.request(
                           ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/api_requestor.py", line 230, in request
    resp, got_stream = self._interpret_response(result, stream)
                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/api_requestor.py", line 624, in _interpret_response
    self._interpret_response_line(
  File "/usr/local/lib/python3.11/site-packages/openai/api_requestor.py", line 687, in _interpret_response_line
    raise self.handle_error_response(
openai.error.InvalidRequestError: Resource not found

#Note: The openai-python library support for Azure OpenAI is in preview.
import os
import openai
openai.api_type = "azure"
openai.api_base = "https://dalxxxxxx.openai.azure.com/"
openai.api_version = "2023-06-01-preview"
openai.api_key = os.getenv("OPENAI_API_KEY")

response = openai.Image.create(
   prompt='The seattle skyline and space needle, impressionist painting',
    size='1024x1024',
    n=1
)

image_url = response["data"][0]["url"]

Checked multiple times the api key and it is in useast .

Konstantinos Passadis 19,586 Reputation points MVP

2023-10-29T18:21:00.2833333+00:00

Hello @Todward !

Did you find the issue ?

Kinldy Set the answer that helped a Accepted and Upvote or please send us your feedback !

Regards

3 answers

Your answer

Konstantinos Passadis 19,586 Reputation points MVP

2023-10-29T18:21:00.2833333+00:00

Hello @Todward !

Did you find the issue ?

Kinldy Set the answer that helped a Accepted and Upvote or please send us your feedback !

Regards

Answer 1

Konstantinos Passadis 19,586 MVP

Hello @Todward !

Welcome to Microsft QnA!

The error message you are encountering (openai.error.InvalidRequestError: Resource not found) shows that the API endpoint you're requesting does not exist or is not available for your OpenAI account.

Make sure for

The correct .env and requirments.txt file exist

Sample requirements.txt

....

python-dotenv==1.0.0

openai==0.27.8

.....

OR run pip install openai --upgrade

Make sure your API is not locked by Network Firewall in Azure Portal

Check these and come back wit your feedback !

I hope this helps!

Kindly mark the answer as Accepted and Upvote in case it helped!

Regards

Todward 0 Reputation points

2023-10-21T22:33:42.2+00:00

Thank you for your quick reply. I will double check the network, but I chose public open access and I can use another resource group with a gpt4 model. Just to make sure u don’t need to deploy a special model for DALL-E and the OpenAI headers are correct. My python is pretty up to date , but do I need a specific version ?
AshokPeddakotla-MSFT 35,971 Reputation points Moderator

2023-10-23T11:34:04.2+00:00

Todward Could you confirm how exactly are you running the API code?

I suggest you to try with the latest version of python and see if that makes any difference.

As mentioned above, The error message indicates that the resource is not found. This could be due to an incorrect API key or an incorrect endpoint. Did you try re-generating the keys?

You mentioned that you have checked the API key multiple times and it is in useast. However, the error message indicates that the resource is not found. This could be due to an incorrect endpoint.

Please make sure that you are using the correct endpoint for the Azure OpenAI service. You can check the endpoint by going to the Azure portal and navigating to the OpenAI resource.

Do let us know if you need any further help.
Todward 0 Reputation points

2023-10-23T15:56:20.4433333+00:00

I created my environment with anaconda and installed all the packages.

openai 0.28.1

Pillow 10.1.0

pip 23.3.1

requests 2.31.0

I use Python 3.10.8 on a MAC with VSCode. I logged on the the portal https://oai.azure.com/portal/4d........ And copied the code from my example and actually hard code the api key in my code

I use a trial subscriptions and can generate images through the gui.

Answer 2

Hello @Todward !

As per :

https://learn.microsoft.com/en-us/azure/ai-services/openai/dall-e-quickstart?tabs=command-line&pivots=programming-language-python

You need :

An Azure subscription. Create one for free.
Access granted to DALL-E in the desired Azure subscription.
Python 3.7.1 or later version.
The following Python libraries: os, requests, json. (Is these in yout code ?)
An Azure OpenAI resource created in the East US region. For more information, see Create a resource and deploy a model with Azure OpenAI.

I hope this helps!

Kindly mark the answer as Accepted and Upvote in case it helped!

Regards

Answer 3

Konstantinos Passadis 19,586 MVP

Hello @Todward !

Please check my message

You need :

An Azure subscription. Create one for free.
Access granted to DALL-E in the desired Azure subscription.
Python 3.7.1 or later version.

-------->

The following Python libraries: os, requests, json. (Are these in your code ?)

I hope this helps!

Kindly mark the answer as Accepted and Upvote in case it helped!

Regards

Todward 0 Reputation points

2023-10-23T20:58:45.0766667+00:00

I posted my code in my last comment, which doesn't require the requests and json lib. Can you confirm that my code still works with your subscription ?
Todward 0 Reputation points

2023-10-30T16:32:33.91+00:00

Unfortunately, it didn't help. We can close this case. I moved on to other things.

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Azure OpenAI Service REST DALL-E Python

3 answers

Your answer