python - OpenAI GPT-3 API : How to parse the response into an ordered list or dictionary?

Question

GPT-3 很棒，但是解析它的结果有点头疼，或者我在这里遗漏了什么？例如，我要求 GPT-3 写一些关于“数字营销”的东西，它返回了一些有趣的东西:

\n\n1. Topic: The Benefits of Digital Marketing \nHeadlines: \na. Unlocking the 
Potential of Digital Marketing \nb. Harnessing the Power of Digital Marketing for 
Your Business \nc. How to Maximize Your Return on Investment with Digital Marketing 
\nd. Exploring the Benefits of a Comprehensive Digital Marketing Strategy \ne. 
Leveraging Technology to Take Your Business to the Next Level with Digital Marketing  
\n\n2. Topic: Social Media Strategies for Effective Digital Marketing  \nHeadlines:  
\na. Crafting an Engaging Social Media Presence for Maximum Impact \nb. How to Reach 
and Engage Your Target Audience Through Social Media Platforms  \nc. Optimizing Your 
Content Strategy for Maximum Reach on Social Media Platforms   \nd. Utilizing Paid 
Advertising Strategies on Social Media Platforms   \t\t\t\t\t\t\t     e .Analyzing 
and Improving Performance Across Multiple Social Networks\n\n3. Topic: SEO Best 
Practices for Effective Digital Marketing    Headlines:     a .Understanding Search 
Engine Algorithms and Optimizing Content Accordingly    b .Developing an Effective 
SEO Strategy That Delivers Results c .Leveraging Keywords and Metadata For Maximum 
Visibility d .Exploring Advanced SEO Techniques To Increase Traffic e .Analyzing 
Performance Data To Improve Rankings\n\n4Topic : Email Campaigns For Successful 
Digital Marketin g Headlines : a .Creating Compelling Email Campaigns That Drive 
Results b .Optimizing Email Deliverability For Maximum Impact c .Utilizing Automation 
Tools To Streamline Email Campaign Management d .Measuring Performance And Analyzing 
Data From Email Campaigns e .Exploring Creative Ways To Increase Open Rates On 
Emails\n\n5Topic : Mobile Advertising Strategies For Effective Digita l Marketin g 
Headlines : a ..Maximizing Reach With Mobile Ads b ..Understanding User Behavior On 
Mobile Devices c ..Optimizing Ads For Different Screen Sizes d ..Leveraging Location- 
Based Targeting To Increase Relevance e ..Analyzing Performance Data From Mobile Ads

如您所见，它向我发回了与“数字营销”相关的主题列表以及一些标题(显然是从 a 到 e)。我在这里和那里看到一些换行符和表格。所以我的第一个 react 是在换行符处拆分文本，但看起来格式并不是到处都是一样的，因为响应的后半部分很少有换行符(这使得它不准确)。我想做的是重新格式化输出，这样我就可以得到一种主题和标题列表。像这样:

[
     {"Topic 1": ["headline 1", "headline 2","..."]},
     {"Topic 2": ["headline 1", "headline 2","..."]},
     {"Topic 3": ["headline 1", "headline 2","..."]}
]

也许有一个参数可以随我的请求一起发送，但我没有在文档中找到任何内容。所以我想我最好的选择是使用 regex 重新格式化。在这里，我看到了 Topic: 和 Headlines: 模式，但情况并非总是如此。一致的是每个元素前面的数字 (如 Ì., II., 1., 2. 或 a., b.) 但有时它看起来像 a ..(例如，您可以在响应末尾看到它。

知道怎么做吗？ (我为此使用 python，但可以从另一种语言改编)

Answer 1

使用Edits endpoint

如果您运行 test.py，OpenAI API 将返回以下完成信息:

1. Topic: The Benefits of Digital Marketing 
Headlines: 

* Unlocking the Potential of Digital Marketing 
* Harnessing the Power of Digital Marketing for Your Business 
* How to Maximize Your Return on Investment with Digital Marketing 
* Exploring the Benefits of a Comprehensive Digital Marketing Strategy 
* Leveraging Technology to Take Your Business to the Next Level with Digital Marketing

测试.py

import openai

openai.api_key = '<OPENAI_API_KEY>'

response = openai.Edit.create(
  model = 'text-davinci-edit-001',
  input = '\n\n1. Topic: The Benefits of Digital Marketing \nHeadlines: \na. Unlocking the Potential of Digital Marketing \nb. Harnessing the Power of Digital Marketing for Your Business \nc. How to Maximize Your Return on Investment with Digital Marketing \nd. Exploring the Benefits of a Comprehensive Digital Marketing Strategy \ne. Leveraging Technology to Take Your Business to the Next Level with Digital Marketing',
  instruction = 'Make this readable'
)

content = response['choices'][0]['text']

print(content)