聊聊如何设计一个优秀的提示应用程序？

Produce 10 exemplars for sentiment analysis. Examples are categorized as either positive or negative. Produce 2 negative examples and 8 positive examples. Use this format for the examples:
Q: 
A: 

Q: 我刚得到了有史以来最好的消息！
A: 积极的

Q: 我们刚刚在工作中得到了加薪！
A: 积极的

Q: 我为今天所取得的成就感到非常自豪。
A: 积极的

Q: 我度过了有史以来最好的一天！
A: 积极的

Q: 我非常期待周末的到来。
A: 积极的

Q: 我刚收到了有史以来最好的礼物！
A: 积极的

Q: 我现在非常开心。
A: 积极的

Q: 我很幸运有这么一支了不起的家庭。
A: 积极的

Q: 外面的天气很阴暗。
A: 消极的

Q: 我刚得到了一些可怕的消息。
A: 消极的

import openai
from datetime import datetime
from dateutil.relativedelta import relativedelta
import os
from langchain.llms import OpenAI
from dotenv import load_dotenv

load_dotenv()

openai.api_key = os.getenv("OPENAI_API_KEY")

os.environ["OPENAI_API_KEY"] = os.getenv("OPENAI_API_KEY")

llm = OpenAI(model_name='text-davinci-003', temperature=0)

question = "Today is 27 February 2023. I was born exactly 25 years ago. What is the date I was born in MM/DD/YYYY?"

DATE_UNDERSTANDING_PROMPT = """
# Q: 2015 is coming in 36 hours. What is the date one week from today in MM/DD/YYYY?

# If 2015 is coming in 36 hours, then today is 36 hours before.

today = datetime(2015, 1, 1) - relativedelta(hours=36)

# One week from today,

one_week_from_today = today + relativedelta(weeks=1)

# The answer formatted with %m/%d/%Y is

one_week_from_today.strftime('%m/%d/%Y')

# Q: The first day of 2019 is a Tuesday, and today is the first Monday of 2019. What is the date today in MM/DD/YYYY?

# If the first day of 2019 is a Tuesday, and today is the first Monday of 2019, then today is 6 days later.

today = datetime(2019, 1, 1) + relativedelta(days=6)

# The answer formatted with %m/%d/%Y is

today.strftime('%m/%d/%Y')

# Q: The concert was scheduled to be on 06/01/1943, but was delayed by one day to today. What is the date 10 days ago in MM/DD/YYYY?

# If the concert was scheduled to be on 06/01/1943, but was delayed by one day to today, then today is one day later.

today = datetime(1943, 6, 1) + relativedelta(days=1)

# 10 days ago,

ten_days_ago = today - relativedelta(days=10)

# The answer formatted with %m/%d/%Y is

ten_days_ago.strftime('%m/%d/%Y')

# Q: It is 4/19/1969 today. What is the date 24 hours later in MM/DD/YYYY?

# It is 4/19/1969 today.

today = datetime(1969, 4, 19)

# 24 hours later,

later = today + relativedelta(hours=24)

# The answer formatted with %m/%d/%Y is

today.strftime('%m/%d/%Y')
# Q: Jane thought today is 3/11/2002, but today is in fact Mar 12, which is 1 day later. What is the date 24 hours later in MM/DD/YYYY?

# If Jane thought today is 3/11/2002, but today is in fact Mar 12, then today is 3/1/2002.

today = datetime(2002, 3, 12)

# 24 hours later,

later = today + relativedelta(hours=24)

# The answer formatted with %m/%d/%Y is

later.strftime('%m/%d/%Y')

# Q: Jane was born on the last day of Feburary in 2001. Today is her 16-year-old birthday. What is the date yesterday in MM/DD/YYYY?

# If Jane was born on the last day of Feburary in 2001 and today is her 16-year-old birthday, then today is 16 years later.

today = datetime(2001, 2, 28) + relativedelta(years=16)

# Yesterday,

yesterday = today - relativedelta(days=1)

# The answer formatted with %m/%d/%Y is

yesterday.strftime('%m/%d/%Y')

# Q: {question}

""".strip() + 'n'

llm_out = llm(DATE_UNDERSTANDING_PROMPT.format(question=question))
print(llm_out)

exec(llm_out)
print(born)