迭代提示开发
迭代提示开发
迭代
示例
第一次迭代
# 导入第三方库
import openai
import os
from dotenv import load_dotenv, find_dotenv
# 读取系统中的环境变量
_ = load_dotenv(find_dotenv()) # read local .env file
# 设置 API_KEY
openai.api_key = os.getenv('OPENAI_API_KEY')# 一个封装 OpenAI 接口的函数，参数为 Prompt，返回对应结果
# prompt: 对应的提示
# model: 调用的模型，默认为 gpt-3.5-turbo(ChatGPT)，有内测资格的用户可以选择 gpt-4
def get_completion(prompt, model="gpt-3.5-turbo"):
messages = [{"role": "user", "content": prompt}]
# 调用 OpenAI 的 ChatCompletion 接口
response = openai.ChatCompletion.create(
model=model,
messages=messages,
temperature=0, # 模型输出的温度系数，控制输出的随机程度
)
return response.choices[0].message["content"]# 示例
# 椅子说明书
fact_sheet_chair = """
OVERVIEW
- Part of a beautiful family of mid-century inspired office furniture,
including filing cabinets, desks, bookcases, meeting tables, and more.
- Several options of shell color and base finishes.
- Available with plastic back and front upholstery (SWC-100)
or full upholstery (SWC-110) in 10 fabric and 6 leather options.
- Base finish options are: stainless steel, matte black,
gloss white, or chrome.
- Chair is available with or without armrests.
- Suitable for home or business settings.
- Qualified for contract use.
CONSTRUCTION
- 5-wheel plastic coated aluminum base.
- Pneumatic chair adjust for easy raise/lower action.
DIMENSIONS
- WIDTH 53 CM | 20.87”
- DEPTH 51 CM | 20.08”
- HEIGHT 80 CM | 31.50”
- SEAT HEIGHT 44 CM | 17.32”
- SEAT DEPTH 41 CM | 16.14”
OPTIONS
- Soft or hard-floor caster options.
- Two choices of seat foam densities:
medium (1.8 lb/ft3) or high (2.8 lb/ft3)
- Armless or 8 position PU armrests
MATERIALS
SHELL BASE GLIDER
- Cast Aluminum with modified nylon PA6/PA66 coating.
- Shell thickness: 10 mm.
SEAT
- HD36 foam
COUNTRY OF ORIGIN
- Italy
"""# 提示
# 根据椅子说明书生成网站营销描述
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)Introducing our stunning mid-century inspired office chair, the perfect addition to any home or business setting. Part of a beautiful family of office furniture, including filing cabinets, desks, bookcases, meeting tables, and more, this chair is available in several options of shell color and base finishes to suit your style. Choose from plastic back and front upholstery (SWC-100) or full upholstery (SWC-110) in 10 fabric and 6 leather options.
The chair is constructed with a 5-wheel plastic coated aluminum base and features a pneumatic chair adjust for easy raise/lower action. It is available with or without armrests and is qualified for contract use. The base finish options are stainless steel, matte black, gloss white, or chrome.
Measuring at a width of 53 cm, depth of 51 cm, and height of 80 cm, with a seat height of 44 cm and seat depth of 41 cm, this chair is designed for ultimate comfort. You can also choose between soft or hard-floor caster options and two choices of seat foam densities: medium (1.8 lb/ft3) or high (2.8 lb/ft3). The armrests are available in either an armless or 8 position PU option.
The materials used in the construction of this chair are of the highest quality. The shell base glider is made of cast aluminum with modified nylon PA6/PA66 coating and has a shell thickness of 10 mm. The seat is made of HD36 foam, ensuring maximum comfort and durability.
This chair is made in Italy and is the perfect combination of style and functionality. Upgrade your workspace with our mid-century inspired office chair today!第二次迭代
# 提示
# 根据椅子说明书生成网站营销描述
# 最多使用 50 个单词
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
Use at most 50 words.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)Introducing our beautiful medieval-style office furniture collection, including filing cabinets, desks, bookcases, and conference tables. Choose from a variety of shell colors and base coatings, with optional plastic or fabric/leather decoration. The chair features a plastic-coated aluminum base with five wheels and pneumatic height adjustment. Perfect for home or commercial use. Made in Italy.len(response.split(" "))非正式迭代
# 提示
# 根据椅子说明书生成网站营销描述
# 最多用 3 个句子
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
Use at most 3 sentences.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)Introducing the mid-century inspired office chair, available in a range of shell colors and base finishes to suit any home or business setting. Choose from plastic or full up holstery in a variety of fabric and leather options, and opt for armrests or armless. With a 5-wheel plastic coated aluminum base and pneumatic chair adjust, this chair is both stylish and functional.# 提示
# 根据椅子说明书生成网站营销描述
# 最多用 280 个字符
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
Use at most 280 characters.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)Introducing our mid-century inspired office chair, perfect for home or business settings. Available in multiple shell colors and base finishes, with or without armrests. Choose from 10 fabric and 6 leather options. Features a 5-wheel base and pneumatic chair adjust. Made in Italy.len(response)第三次迭代
# 提示
# 根据椅子说明书生成网站营销描述
# 描述面向家具零售商，侧重技术，产品材料和构造
# 最多使用 50 个单词
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
The description is intended for furniture retailers,
so should be technical in nature and focus on the
materials the product is constructed from.
Use at most 50 words.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)Introducing our mid-century inspired office chair, perfect for both home and business settings. With a range of shell colors and base finishes, including stainless steel and matte black, this chair is available with or without armrests. The 5-wheel plastic coated aluminum base and pneumatic chair adjust make it easy to move and adjust to your desired height. Made with high-quality materials, including a cast aluminum shell and HD36 foam seat, this chair is built to last.第四次迭代
# 提示
# 根据椅子说明书生成网站营销描述
# 描述面向家具零售商，侧重技术，产品材料和构造
# 在描述末尾包含 7 个字符的产品ID
# 最多使用 50 个单词
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
The description is intended for furniture retailers,
so should be technical in nature and focus on the
materials the product is constructed from.
At the end of the description, include every 7-character
Product ID in the technical specification.
Use at most 50 words.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)Introducing our mid-century inspired office chair, perfect for home or business settings. With a range of shell colors and base finishes, and the option of plastic or full upholstery, this chair is both stylish and comfortable. Constructed with a 5-wheel plastic coated aluminum base and pneumatic chair adjust, it's also practical. Available with or without armrests and suitable for contract use. Product ID: SWC-100, SWC-110.第五次迭代
# 提示
# 根据椅子说明书生成网站营销描述
# 描述面向家具零售商，侧重技术，产品材料和构造
# 在描述末尾包含 7 个字符的产品ID
# 要求将所有内容格式化成 HTML
prompt = f"""
Your task is to help a marketing team create a
description for a retail website of a product based
on a technical fact sheet.
Write a product description based on the information
provided in the technical specifications delimited by
triple backticks.
The description is intended for furniture retailers,
so should be technical in nature and focus on the
materials the product is constructed from.
At the end of the description, include every 7-character
Product ID in the technical specification.
After the description, include a table that gives the
product's dimensions. The table should have two columns.
In the first column include the name of the dimension.
In the second column include the measurements in inches only.
Give the table the title 'Product Dimensions'.
Format everything as HTML that can be used in a website.
Place the description in a <div> element.
Technical specifications: ```{fact_sheet_chair}```
"""
response = get_completion(prompt)
print(response)<div>
<h2>Mid-Century Inspired Office Chair</h2>
<p>Introducing our mid-century inspired office chair, part of a beautiful family of office furniture that includes filing cabinets, desks, bookcases, meeting tables, and more. This chair is available in several options of shell color and base finishes, allowing you to customize it to your liking. You can choose between plastic back and front upholstery or full upholstery in 10 fabric and 6 leather options. The base finish options are stainless steel, matte black, gloss white, or chrome. The chair is also available with or without armrests, making it suitable for both home and business settings. Plus, it's qualified for contract use, ensuring its durability and longevity.</p>
<p>The chair's construction features a 5-wheel plastic coated aluminum base and a pneumatic chair adjust for easy raise/lower action. You can also choose between soft or hard-floor caster options and two choices of seat foam densities: medium (1.8 lb/ft3) or high (2.8 lb/ft3). The armrests are also customizable, with the option of armless or 8 position PU armrests.</p>
<p>The materials used in the chair's construction are of the highest quality. The shell base glider is made of cast aluminum with modified nylon PA6/PA66 coating, with a shell thickness of 10 mm. The seat is made of HD36 foam, ensuring maximum comfort and support.</p>
<p>Made in Italy, this mid-century inspired office chair is the perfect addition to any office space. Order yours today!</p>
<h3>Product IDs:</h3>
<ul>
<li>SWC-100</li>
<li>SWC-110</li>
</ul>
</div>
<table>
<caption>Product Dimensions</caption>
<tr>
<th>Dimension</th>
<th>Measurement (inches)</th>
</tr>
<tr>
<td>Width</td>
<td>20.87"</td>
</tr>
<tr>
<td>Depth</td>
<td>20.08"</td>
</tr>
<tr>
<td>Height</td>
<td>31.50"</td>
</tr>
<tr>
<td>Seat Height</td>
<td>17.32"</td>
</tr>
<tr>
<td>Seat Depth</td>
<td>16.14"</td>
</tr>
</table># 导入第三方库
from IPython.display import display, HTML# 表格是以 HTML 格式呈现的，加载出来
display(HTML(response))