ChatGPT 不想根据准备好的提示正确回答

Question

现在我正在研究聊天 GPT 提示，然后再请求付费 chatGPT API。 但我的提示无法使ChatGPT理解要求。 我需要帮助修复如何发出正确的提示，也感谢提供推荐的链接/文档来学习。

问题：

1. 退回含有过敏的食物
2. 货币不遵循国家/地区。

Answer 1

我删除了一些看起来不必要的东西，并尝试了新的 JSON 模式 并得到了正确的响应。尽管如此，法学硕士并不是确定性的，并且可能会发生错误。您可以尝试微调您的模型以减少出现错误的可能性，或者在给出响应后以某种方式检查关键字，或者多次调用 api 要求仔细检查过敏原和正确性。

import os
from openai import OpenAI
from dotenv import load_dotenv
load_dotenv()
client = OpenAI()

response = client.chat.completions.create(
  model="gpt-3.5-turbo-1106",
  response_format={ "type": "json_object" },
  messages=[
    {"role": "system", "content": '''You are a recipe generator designed to take allergies, goals, country, budget and interests and output 8 recipes as JSON format with status and data which should contain ingredients, total_calories, nutrition, budget.*allergies must be  avoided! NEVER RETURN any food that contains allergens!'''},
    {"role": "user", "content": '''allergies: poultry, nuts. goals: boost athletic performance because i am fat and can only do 20 push ups. country: UK budget: 5-20 USD Dollars '''

}
  ]
)
print(response.choices[0].message.content)

{
  "status": "success",
  "data": [
    {
      "recipe_name": "Quinoa Salad with Roasted Vegetables",
      "ingredients": [
        "quinoa",
        "bell peppers",
        "zucchini",
        "red onion",
        "olive oil",
        "lemon juice",
        "garlic",
        "fresh parsley",
        "salt",
        "pepper"
      ],
      "total_calories": 320,
      "nutrition": {
        "carbs": "40g",
        "protein": "8g",
        "fat": "14g"
      },
      "budget": "10 USD"
    },
    {
      "recipe_name": "Black Bean and Sweet Potato Tacos",
      "ingredients": [
        "black beans",
        "sweet potatoes",
        "taco shells",
        "avocado",
        "tomato",
        "red cabbage",
        "lime",
        "cilantro",
        "cumin",
        "paprika",
        "salt",
        "pepper"
      ],
      "total_calories": 380,
      "nutrition": {
        "carbs": "45g",
        "protein": "10g",
        "fat": "15g"
      },
      "budget": "15 USD"
    },
    {
      "recipe_name": "Mediterranean Chickpea Salad",
      "ingredients": [
        "chickpeas",
        "cucumber",
        "tomato",
        "red onion",
        "kalamata olives",
        "feta cheese",
        "olive oil",
        "red wine vinegar",
        "oregano",
        "salt",
        "pepper"
      ],
      "total_calories": 290,
      "nutrition": {
        "carbs": "35g",
        "protein": "12g",
        "fat": "13g"
      },
      "budget": "10 USD"
    },
    {
      "recipe_name": "Vegetable Stir-Fry with Tofu",
      "ingredients": [
        "tofu",
        "broccoli",
        "carrots",
        "bell peppers",
        "snap peas",
        "soy sauce",
        "sesame oil",
        "garlic",
        "ginger",
        "rice",
        "green onions"
      ],
      "total_calories": 350,
      "nutrition": {
        "carbs": "40g",
        "protein": "15g",
        "fat": "12g"
      },
      "budget": "12 USD"
    },
    {
      "recipe_name": "Quinoa Stuffed Bell Peppers",
      "ingredients": [
        "bell peppers",
        "quinoa",
        "black beans",
        "corn",
        "tomato",
        "onion",
        "garlic",
        "cumin",
        "paprika",
        "salt",
        "pepper"
      ],
      "total_calories": 300,
      "nutrition": {
        "carbs": "35g",
        "protein": "10g",
        "fat": "11g"
      },
      "budget": "10 USD"
    },
    {
      "recipe_name": "Cauliflower Rice Bowl with Black Beans and Avocado",
      "ingredients": [
        "cauliflower",
        "black beans",
        "avocado",
        "corn",
        "red cabbage",
        "lime",
        "cilantro",
        "cumin",
        "paprika",
        "salt",
        "pepper"
      ],
      "total_calories": 280,
      "nutrition": {
        "carbs": "30g",
        "protein": "9g",
        "fat": "10g"
      },
      "budget": "10 USD"
    },
    {
      "recipe_name": "Mushroom and Spinach Quinoa Risotto",
      "ingredients": [
        "quinoa",
        "mushrooms",
        "spinach",
        "onion",
        "garlic",
        "vegetable broth",
        "white wine",
        "parmesan cheese",
        "olive oil",
        "salt",
        "pepper"
      ],
      "total_calories": 310,
      "nutrition": {
        "carbs": "35g",
        "protein": "11g",
        "fat": "12g"
      },
      "budget": "12 USD"
    },
    {
      "recipe_name": "Spicy Lentil and Chickpea Stew",
      "ingredients": [
        "lentils",
        "chickpeas",
        "onion",
        "carrots",
        "celery",
        "garlic",
        "tomato",
        "vegetable broth",
        "cumin",
        "coriander",
        "smoked paprika",
        "cayenne pepper",
        "salt",
        "pepper",
        "lemon"
      ],
      "total_calories": 340,
      "nutrition": {
        "carbs": "40g",
        "protein": "14g",
        "fat": "13g"
      },
      "budget": "10 USD"
    }
  ]
}