Prompt Engineering 简明教程
Prompt Engineering - SHORTEN Prompt
使用 SHORTEN 指令，我们可以利用 ChatGPT 的功能来生成更短、更简洁的响应。此技术使我们能够更有效地传达我们的意图或疑问，从而加快交互并改善用户体验。
Using the SHORTEN directive, we can leverage ChatGPT’s capabilities to generate shorter and more concise responses. This technique enables us to communicate our intentions or queries more efficiently, allowing for quicker interactions and improved user experience.
Understanding the SHORTEN Directive
SHORTEN 指令会提示 ChatGPT 提供更短、更简洁的响应。通过在提示中加入 SHORTEN 指令，我们可以利用 ChatGPT 的语言生成能力来生成简洁、直截了当的答复。
The SHORTEN directive prompts ChatGPT to provide shorter and more concise responses. By incorporating the SHORTEN directive in our prompts, we can harness ChatGPT’s language generation abilities to generate succinct and to-the-point replies.
SHORTEN 指令的基本 syntax 如下−
The basic syntax for the SHORTEN directive is as follows −
User: Can you explain the concept of artificial intelligence in a few words?
ChatGPT: Artificial intelligence (AI) is the simulation of human intelligence in machines.在这个示例中，用户请求对人工智能概念进行简要解释。ChatGPT 的响应包括根据给定提示生成的简短且简化的解释。
In this example, the user asks for a brief explanation of the concept of artificial intelligence. The response from ChatGPT includes a concise and shortened explanation generated based on the given prompt.
Best Practices for Using the SHORTEN Directive
为了充分利用 SHORTEN 指令，让我们考虑以下最佳实践−
To make the most of the SHORTEN directive, let’s consider the following best practices −
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Be Clear and Specific − When using the SHORTEN directive, ensure that your prompt clearly conveys the information or question you want to shorten. By providing clear context, you increase the likelihood of receiving a concise response.
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Focus on Key Information − Prompt ChatGPT to provide the most crucial or essential information related to the query. Emphasize the main points or core aspects that need to be communicated in the shortened response.
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Avoid Ambiguity − Phrase your prompts in a way that leaves no room for ambiguity. Be explicit in what you want to shorten or the specific details you are seeking. This helps ChatGPT generate more focused and accurate responses.
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Use Proper Syntax and Grammar − Even though the response is intended to be shorter, it’s important to maintain proper syntax and grammar. Encourage ChatGPT to provide concise yet grammatically correct responses for better comprehension.
Example Application − Python Implementation
让我们探索使用与 ChatGPT 交互的 Python 脚本的 SHORTEN 指令的实际示例
Let’s explore a practical example of using the SHORTEN directive with a Python script that interacts with ChatGPT
import openai
# Set your API key here
openai.api_key = 'YOUR_API_KEY'
def generate_chat_response(prompt):
response = openai.Completion.create(
engine="text-davinci-003",
prompt=prompt,
max_tokens=100,
temperature=0.7,
n=1,
stop=None
)
return response
user_prompt = "User: Can you explain the theory of relativity in a few words?\n"
chat_prompt = user_prompt + "ChatGPT: [SHORTEN: Theory of relativity]"
response = generate_chat_response(chat_prompt)
print(response)在这个示例中，我们定义了一个名为 generate_chat_response() 的函数，它接收提示并使用 OpenAI API 来使用 ChatGPT 生成响应。chat_prompt 变量包含用户的提示和 ChatGPT 响应，其中 SHORTEN 指令要求对相对论进行简洁的解释。
In this example, we define a function generate_chat_response() that takes a prompt and uses the OpenAI API to generate a response using ChatGPT. The chat_prompt variable contains the user’s prompt and the ChatGPT response, including the SHORTEN directive to request a concise explanation of the theory of relativity.
Output
当我们运行该脚本时，我们将收到 ChatGPT 生成的响应，其中包括对相对论的简短解释。
When we run the script, we will receive the generated response from ChatGPT, which includes a shortened explanation of the theory of relativity.
在我们的示例中，用户提示是“你能用几句话解释一下相对论吗？”而 ChatGPT 将响应类似于此处显示的输出−
In our example, the user prompt is "Can you explain the theory of relativity in a few words?" and ChatGPT would respond with an output like the one shown here −
The theory of relativity states that space and time are relative to the observer.