Prompt Engineering 简明教程
Prompt Engineering - ASSESS IMPACT Prompt
通过利用 ASSESS IMPACT 指令,我们可以提示 ChatGPT 评估和分析特定事件、动作或决策的潜在影响、后果或重要性。
By leveraging the ASSESS IMPACT directive, we can prompt ChatGPT to evaluate and analyze the potential impact, consequences, or significance of specific events, actions, or decisions.
Understanding the ASSESS IMPACT Directive
ASSESS IMPACT 提示可用于生成各种不同的内容,包括 −
The ASSESS IMPACT prompt can be used to generate a variety of different content, including −
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Summaries of factual topics − The ASSESS IMPACT prompt can be used to generate summaries of factual topics by assessing the impact of different events or actions on those topics. For example, we could use the ASSESS IMPACT prompt to generate a summary of the impact of climate change on the global economy.
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Creative stories − The ASSESS IMPACT prompt can also be used to generate creative stories by assessing the impact of different events or actions on the characters in the story. For example, we could use the ASSESS IMPACT prompt to generate a story about the impact of a natural disaster on a small town.
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Decision-making tools − The ASSESS IMPACT prompt can also be used to create decision-making tools by assessing the impact of different options on a particular decision. For example, we could use the ASSESS IMPACT prompt to create a tool that helps businesses assess the impact of different marketing strategies on their bottom line.
要使用 ASSESS IMPACT 提示,只需指定我们想要评估的事件或动作,然后指定我们想要评估的影响。例如,我们可以使用以下提示来评估气候变化对全球经济的影响 −
To use the ASSESS IMPACT prompt, simply specify the event or action that we want to assess, and then specify the impact that we want to assess. For example, we could use the following prompt to assess the impact of climate change on the global economy −
ASSESS IMPACT 指令的基本 syntax 如下 −
The basic syntax for the ASSESS IMPACT directive is as follows −
User: What could be the impact of increasing minimum wages?
ChatGPT: Increasing minimum wages can have several potential impacts:
- Improved standard of living for low-income workers
- Increased business costs for small enterprises
- Potential job losses or reduced hiring in certain industries
在这个示例中,用户询问了提高最低工资的潜在影响。ChatGPT 的回复包括根据给定的提示生成的潜在影响清单。
In this example, the user asks about the potential impact of increasing minimum wages. The response from ChatGPT includes a list of potential impacts generated based on the given prompt.
Example Application − Python Implementation
让我们探索一个使用与 ChatGPT 交互的 Python 脚本执行 ASSESS IMPACT 指令的实际示例。
Let’s explore a practical example of using the ASSESS IMPACT 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: What could be the impact of adopting renewable energy sources?\n"
chat_prompt = user_prompt + "ChatGPT: [ASSESS IMPACT: adopting renewable energy sources]"
response = generate_chat_response(chat_prompt)
print(response)
在这个示例中,我们定义了一个 generate_chat_response() 函数,它获取一个提示并使用 OpenAI API 使用 ChatGPT 生成响应。chat_prompt 变量包含用户提示和 ChatGPT 响应,包括评估采用可再生能源的潜在影响的 ASSESS IMPACT 指令。
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 ASSESS IMPACT directive to evaluate the potential impacts of adopting renewable energy sources.
Output
当我们运行该脚本时,我们会收到 ChatGPT 生成的响应,包括 ASSESS IMPACT 指令中指定的影响。
When we run the script, we will receive the generated response from ChatGPT, including the potential impacts specified within the ASSESS IMPACT directive.
在我们的示例中,用户给出了提示:“采用可再生能源会产生什么影响?”,ChatGPT 做出了如下响应 −
In our example, the user gives the prompt: "What could be the impact of adopting renewable energy sources?" and ChatGPT responds with the following output −
The adoption of renewable energy sources has the potential to provide numerous benefits to society, including reduced air pollution, improved public health, increased energy security, job creation, and reduced global warming.
Renewable energy sources also have the potential to reduce dependence on foreign energy sources, reduce water consumption, and help to reduce greenhouse gas emissions.
In addition, renewable energy sources are increasingly becoming more cost-competitive with traditional forms of energy, making them a viable alternative for many countries.