topic Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally in Hack Together

I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sat, 02 Mar 2024 18:25:14 GMT

I get the following error:

AuthenticationError: Error code: 401 - {'statusCode': 401, 'message': 'Unauthorized. Access token is missing, invalid, audience is incorrect (https://cognitiveservices.azure.com), or have expired.'}

This is what i'm doing:

from notebookutils.mssparkutils.credentials import getSecret

KEYVAULT_ENDPOINT = "https://mslearn-bot.vault.azure.net/"

from openai import AzureOpenAI

key = getSecret(KEYVAULT_ENDPOINT, "openai-api-key")

base = getSecret(KEYVAULT_ENDPOINT, "openai-api-base")

client = AzureOpenAI(

api_key=key,

api_version="2023-07-01-preview",

azure_endpoint=base

)

I have tried all API-versions listed on mslearn. Anyone have any ideas?

Thanks in advance

Richard

Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sat, 02 Mar 2024 17:50:04 GMT

Base = key = getsecret

That's wrong. Should be base = getSecret

For the base url. You're overwriting the key again with the base url

Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sat, 02 Mar 2024 18:17:07 GMT

Thank you for the reply. However that mistake is not in my real code. Sorry about pasting in that extra error here...

Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sat, 02 Mar 2024 23:17:41 GMT

Make sure the baseurl is:

https://polite-ground-030dc3103.4.azurestaticapps.net/api/v1

you hackathon api key will only work with that base url

API Version is: 2023-09-01-preview

and then use the guid you got on sign up for openai-api-key.

Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sun, 03 Mar 2024 08:57:14 GMT

I am having the same issue but doing everything correctly and it gives the error 'authentication failed'

my code is below

import openai

openai.api_base = 'https://polite-ground-030dc3103.4.azurestaticapps.net/api/v1'

openai.api_key = openaikey

openai.api_version = "2023-09-01-preview"

chat_context_prompt = """

You are to answer questions with the below prompt

"""

def prompt_gpt(messages) :

response = openai.ChatCompletion.create(

engine='gpt-35-turbo',

messages=messages,

max_tokens=1000,

top_p=0.95

)

return response.choices[0].message['content']

def custom_chatbot(question) :

try:

response = prompt_gpt(

[

{"role": "system", "content": chat_context_prompt},

{"role": "user", "content": question},

]

)

return response

except Exception as e:

raise e

summary = custom_chatbot(' After the attack on Pearl Harbor, the feelings of animosity in America against Japan increased. By late 1945, the Allied leaders met in Germany with news of a secret new weapon, called the atomic bomb, created by American scientists, that was powerful enough to destroy an entire city. However, there were some feelings that the bomb was too powerful, and the leaders chose instead to send the Potsdam Declaration to Japan warning them to surrender')

print(summary)

Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sun, 03 Mar 2024 19:43:41 GMT

Not sure what you have going on in that code. It looks like you're using the openai syntax and not AzureOpenAI. Different suite of functions for AzureOpenAI.

Following python code works flawlessly for me. I suggest you copy/paste into a new notebook, replace the api key and give it a whirl

%pip install openai==1.12.0

import openai

from openai import AzureOpenAI

client = AzureOpenAI(

azure_endpoint="https://polite-ground-030dc3103.4.azurestaticapps.net/api/v1",

api_key="your-api-key-from-the-AI Access-Page",

api_version="2023-09-01-preview",

)

MESSAGES = [

{"role": "system", "content": """you are a funny bot"""},

{"role": "user", "content": "tell me a joke about pumpkins"},

{"role": "assistant","content": "Why do pumpkins sit on people's porches? They have no hands to knock on the door!"},

]

MESSAGES.append({"role": "user", "content": "tell me a joke about frogs"})

completion = client.chat.completions.create(model="gpt-35-turbo", messages=MESSAGES,temperature=0.9)

print(completion.choices[0].message.content)

Re: I can't authenticate to AzureOpenAI() in Fabric notebooks. It works locally

Anonymous — Sun, 03 Mar 2024 20:01:20 GMT

Hi everyone. I noticed i solved my issue by installing recent version of openai python package. Thnk it was something with API versions and how Fabric handled Python environments (its in preview so...).