JSON 모드를 사용하는 방법 알아보기

import os
from openai import OpenAI

client = OpenAI(
  base_url="https://YOUR-RESOURCE-NAME.openai.azure.com/openai/v1/",
  api_key=os.getenv("AZURE_OPENAI_API_KEY")
)

response = client.chat.completions.create(
  model="YOUR-MODEL_DEPLOYMENT_NAME", # Model = should match the deployment name you chose for your model deployment
  response_format={ "type": "json_object" },
  messages=[
    {"role": "system", "content": "You are a helpful assistant designed to output JSON."},
    {"role": "user", "content": "Who won the world series in 2020?"}
  ]
)
print(response.choices[0].message.content)

출력

{
  "winner": "Los Angeles Dodgers",
  "event": "World Series",
  "year": 2020
}

프로젝트에 다음 패키지를 추가합니다.

dotnet add package OpenAI
dotnet add package Azure.Identity

using Azure.Identity;
using OpenAI;
using OpenAI.Chat;
using System.ClientModel;
using System.Text.Json;

ChatClient client = new(
    model: "YOUR-MODEL_DEPLOYMENT_NAME",
    credential: new ApiKeyCredential(
        Environment.GetEnvironmentVariable("AZURE_OPENAI_API_KEY")),
    options: new OpenAIClientOptions()
    {
        Endpoint = new Uri(
            "https://YOUR-RESOURCE-NAME.openai.azure.com/openai/v1/")
    }
);

ChatCompletionOptions options = new()
{
    ResponseFormat = ChatResponseFormat.CreateJsonObjectFormat()
};

ChatCompletion completion = client.CompleteChat(
    [
        new SystemChatMessage(
            "You are a helpful assistant designed to output JSON."),
        new UserChatMessage("Who won the world series in 2020?")
    ],
    options);

Console.WriteLine(completion.Content[0].Text);

출력

{
  "winner": "Los Angeles Dodgers",
  "event": "World Series",
  "year": 2020
}

이 예제에서 사용자는 출력을 추가 스크립팅에 사용할 계획이므로 특정 JSON 스키마의 기록 정보를 요청합니다.

$openai = @{
   api_key     = $Env:AZURE_OPENAI_API_KEY
   api_base    = 'https://YOUR-RESOURCE-NAME.openai.azure.com/openai/v1/'
   name        = 'YOUR-DEPLOYMENT-NAME-HERE' # name you chose for your deployment
}

$headers = @{
  'api-key' = $openai.api_key
}

$messages  = @()
$messages += @{
  role     = 'system'
  content  = 'You are a helpful assistant designed to output JSON.'
}
$messages += @{
  role     = 'user'
  content  = 'Who threw the final pitch during the world series each year from 1979 to 1989?'
}
$messages += @{
  role     = 'user'
  content  = 'Respond using schema. response:{year, team, player, player_height}.'
}

$body      = @{
  response_format = @{type = 'json_object'}
  messages = $messages
} | ConvertTo-Json

$url = "$($openai.api_base)/chat/completions"

$response = Invoke-RestMethod -Uri $url -Headers $headers -Body $body -Method Post -ContentType 'application/json'
$response.choices[0].message.content

출력

JSON 출력 기능을 사용하면 PowerShell에서 응답을 .NET 개체로 쉽게 변환할 수 있습니다. 데이터를 파이프를 | 통해 전달하여 정렬과 같은 더 많은 스크립팅 단계를 실행합니다.

if ($response.choices[0].finish_reason -eq 'stop') {
  $response.choices[0].message.content | ConvertFrom-Json | ForEach-Object response | Sort player_height -Descending
} else { write-warning 'the JSON response was incomplete'}

year team                  player           player_height
---- ----                  ------           -------------
1979 Pittsburgh Pirates    Kent Tekulve     6' 4"
1984 Detroit Tigers        Willie Hernandez 6' 3"
1988 Los Angeles Dodgers   Orel Hershiser   6' 3"
1982 St. Louis Cardinals   Bruce Sutter     6' 2"
1985 Kansas City Royals    Dan Quisenberry  6' 2"
1986 New York Mets         Jesse Orosco     6' 2"
1989 Oakland Athletics     Dennis Eckersley 6' 2"
1981 Los Angeles Dodgers   Steve Howe       6' 1"
1980 Philadelphia Phillies Tug McGraw       6' 0"
1987 Minnesota Twins       Jeff Reardon     6' 0"
1983 Baltimore Orioles     Tippy Martinez   5' 10"