OpenAI SDK로 생성형 AI 챗 앱 만들기

pip install -r requirements.txt

# import namespaces
from openai import OpenAI
from azure.identity import DefaultAzureCredential, get_bearer_token_provider

# Initialize the OpenAI client
token_provider = get_bearer_token_provider(
    DefaultAzureCredential(), "https://ai.azure.com/.default"
)

openai_client = OpenAI(
    base_url=azure_openai_endpoint,
    api_key=token_provider
)

# Get a response
completion = openai_client.chat.completions.create(
    model=model_deployment,
    messages=[
        {
            "role": "system",
            "content": "You are a helpful AI assistant that answers questions and provides information."
        },
        {
            "role": "user",
            "content": input_text
        }
    ]
)
print(completion.choices[0].message.content)

az login

python chat-app.py

# Get a response
response = openai_client.responses.create(
            model=model_deployment,
            instructions="You are a helpful AI assistant that answers questions and provides information.",
            input=input_text
)
print(response.output_text)

# Track responses
last_response_id = None

# Get a response
response = openai_client.responses.create(
            model=model_deployment,
            instructions="You are a helpful AI assistant that answers questions and provides information.",
            input=input_text,
            previous_response_id=last_response_id,
)
print(response.output_text)
last_response_id = response.id

# Get a response
stream = openai_client.responses.create(
            model=model_deployment,
            instructions="You are a helpful AI assistant that answers questions and provides information.",
            input=input_text,
            previous_response_id=last_response_id,
            stream=True
)
for event in stream:
    if event.type == "response.output_text.delta":
        print(event.delta, end="")
    elif event.type == "response.completed":
        last_response_id = event.response.id
print()

# import namespaces for async
import asyncio
from openai import AsyncOpenAI
from azure.identity.aio import DefaultAzureCredential, get_bearer_token_provider

# Initialize an async OpenAI client
credential = DefaultAzureCredential()
token_provider = get_bearer_token_provider(
    credential, "https://ai.azure.com/.default"
)

async_client = AsyncOpenAI(
    base_url=azure_openai_endpoint,
    api_key=token_provider
)

# Await an asynchronous response
response = await async_client.responses.create(
            model=model_deployment,
            instructions="You are a helpful AI assistant that answers questions and provides information.",
            input=input_text,
            previous_response_id=last_response_id
)
assistant_text = response.output_text
print("Assistant:", assistant_text)
last_response_id = response.id

# Close the async client session
await credential.close()

python chat-async.py