failing connection with azure openai with langchain

Question

Trying to connect to openai through langchain but running into error. All the connection variable match values on portal.

AzureOpenAI(deployment_name=self.deployment_name, temperature=self.temperature, max_tokens=self.max_tokens)

self.handle_error_response( openai.error.AuthenticationError: Access denied due to invalid subscription key or wrong API endpoint. Make sure to provide a valid key for an active subscription and use a correct regional API endpoint for your resource.

Answer 1

Here is an working example of langchain using AzureOpenAI's chat endpoint. There are a few ways to pass in endpoint details. Please try it out, your code snippet does not seem to have these details, it could be api key is not correct.

import os
from langchain.chat_models import AzureChatOpenAI
from langchain.schema import HumanMessage

# Set up your Azure OpenAI credentials
os.environ["OPENAI_API_TYPE"] = "azure"
os.environ["OPENAI_API_KEY"] = "ce886d51axxxxxxxx"
os.environ["OPENAI_API_BASE"] = "https://aoai-xxxxxxxxxxx.openai.azure.com/"
os.environ["OPENAI_API_VERSION"] = "2023-12-01-preview"  # Update if necessary

# Initialize the Azure OpenAI LLM with LangChain
llm = AzureChatOpenAI(
    deployment_name="gpt4o",  # Replace with your deployment name
    temperature=0.7,                         # Adjust the temperature as needed
    max_tokens=150                           # Set the maximum number of tokens
)

msg = HumanMessage(content="Explain step by step. How old is the president of USA?")
print(llm(messages=[msg]))