Azure AI Inference SDK Tutorial¶

This tutorial demonstrates how to use the Azure AI Inference SDK for generating health and dietary advice.

Prerequisites¶

from azure.identity import DefaultAzureCredential
from azure.ai.inference import ChatCompletionsClient

Getting Started¶

Initialize the chat client for health advice:

client = ChatCompletionsClient(
    endpoint=os.getenv("AZURE_OPENAI_ENDPOINT"),
    credential=DefaultAzureCredential()
)

Health Advice Example¶

Generate personalized health recommendations:

response = await client.complete(
    model="gpt-4",
    messages=[
        {"role": "system", "content": "You are a health advisor providing evidence-based advice."},
        {"role": "user", "content": "Create a balanced meal plan for diabetes"}
    ],
    temperature=0.7
)
print(response.choices[0].message.content)

Next Steps¶

Notebook Tutorial

The complete tutorial notebook is available in the Notebooks section under SDK Tutorials.