迭代分析和完善prompts，以从产品概况表中生成营销副本。
Setup
import openai
import osfrom dotenv import load_dotenv, find_dotenv
_ = load_dotenv(find_dotenv()) # read local .env fileopenai.api_key = os.getenv('OPENAI_API_KEY')
def get_completion(prompt, model="gpt-3.5-turbo"):messages = [{"role": "user", "content": prompt}]response = openai.ChatCompletion.create(model=model,messages=messages,temperature=0, # this is the degree of randomness of the model's output)return response.choices[0].message["content"]
从产品概况表生成营销产品描述
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 foamCOUNTRY OF ORIGIN
- Italy
"""
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 between plastic back and front upholstery (SWC-100) or full upholstery (SWC-110) in 10 fabric and 6 leather options. The base finish options are stainless steel, matte black, gloss white, or chrome, and the chair is available with or without armrests. Constructed with a 5-wheel plastic coated aluminum base and pneumatic chair adjust for easy raise/lower action, this chair is both durable and comfortable. The dimensions are as follows: 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”. Customize your chair even further with soft or hard-floor caster options, two choices of seat foam densities (medium or high), and armless or 8 position PU armrests. Made with high-quality materials, including a cast aluminum shell with modified nylon PA6/PA66 coating and HD36 foam seat, this chair is both stylish and functional. Plus, it's qualified for contract use. Experience the Italian craftsmanship and design with our mid-century inspired office chair.
问题一：输出太长了
- Limit the number of words/sentences/characters.
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 mid-century inspired office chair, perfect for home or business settings. Available in a range of shell colors and base finishes, with or without armrests. Choose from 10 fabric and 6 leather options for full or plastic upholstery. With a 5-wheel base and pneumatic chair adjust, it's both stylish and functional. Made in Italy.
len(response.split(' '))
# 55
问题二 ：文本聚焦于不恰当的细节
- Ask it to focus on the aspects that are relevant to the intended audience.
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.
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.
问题三：描述需要尺寸表
- Ask it to extract information and organize it in a table.
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, so you can trust its durability and quality.</p>
<h3>Construction</h3>
<p>The chair features a 5-wheel plastic coated aluminum base and a pneumatic chair adjust for easy raise/lower action. You can 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 chair is also available with armless or 8 position PU armrests.</p>
<h3>Materials</h3>
<p>The shell base glider is made of cast aluminum with modified nylon PA6/PA66 coating, and the shell thickness is 10 mm. The seat is made of HD36 foam, ensuring comfort and support.</p>
<h3>Product Dimensions</h3>
<table><tr><td>Width</td><td>53 cm | 20.87"</td></tr><tr><td>Depth</td><td>51 cm | 20.08"</td></tr><tr><td>Height</td><td>80 cm | 31.50"</td></tr><tr><td>Seat Height</td><td>44 cm | 17.32"</td></tr><tr><td>Seat Depth</td><td>41 cm | 16.14"</td></tr>
</table>
<h3>Product ID</h3>
<p>SWC-100, SWC-110</p>
</div>
加载Python库以查看HTML
from IPython.display import display, HTML
display(HTML(response))
