Day 5

# 1. Search 'Azure OpenAI' in portal
# 2. Create resource in a supported region (East US, West Europe)
# 3. Go to Azure OpenAI Studio
# 4. Deployments → Create new deployment → Select gpt-4o
# 5. Note your: endpoint URL, API key, deployment name

pip install openai

from openai import AzureOpenAI

client = AzureOpenAI(
    azure_endpoint='https://YOUR_RESOURCE.openai.azure.com/',
    api_key='YOUR_API_KEY',
    api_version='2024-02-01'
)

response = client.chat.completions.create(
    model='gpt-4o',  # your deployment name
    messages=[
        {'role': 'system', 'content': 'You are a helpful assistant that summarizes documents.'},
        {'role': 'user', 'content': 'Summarize this in 3 bullet points: ' + document_text}
    ],
    max_tokens=500
)

import os
from openai import AzureOpenAI

client = AzureOpenAI(
    azure_endpoint=os.environ['AZURE_OPENAI_ENDPOINT'],
    api_key=os.environ['AZURE_OPENAI_KEY'],
    api_version='2024-02-01'
)

def summarize(text: str) -> str:
    response = client.chat.completions.create(
        model=os.environ['AZURE_DEPLOYMENT_NAME'],
        messages=[{
            'role': 'user',
            'content': f'Summarize this document in 5 bullet points:\n\n{text}'
        }],
        temperature=0.3
    )
    return response.choices[0].message.content

# Test it
with open('document.txt') as f:
    print(summarize(f.read()))