Azure OpenAI Service brings GPT models into the enterprise with Azure's security, compliance, and reliability guarantees.
Why Azure OpenAI
- Data stays in your Azure tenant
- Enterprise SLAs and support
- Integration with Azure services
- Compliance certifications
Getting Started
from openai import AzureOpenAI
client = AzureOpenAI(
api_key=os.environ["AZURE_OPENAI_KEY"],
api_version="2024-02-15-preview",
azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"]
)
response = client.chat.completions.create(
model="gpt-4",
messages=[{"role": "user", "content": "Hello!"}]
)
Responsible AI
Azure OpenAI includes content filtering:
- Hate speech detection
- Self-harm prevention
- Violence filtering
- Sexual content blocking
Cost Management
Token usage adds up. Implement caching, prompt optimization, and usage quotas to control costs.