探索大模型能力--prompt工程

message = [
            {"content": """
            I want you to act as an AI prompt engineer. You are expert at writing ChatGPT Prompts to get the best results.
        To create efficient prompts that yield high-quality responses, consider the following principles and strategies: \
        1. Clear and Specific: Be as clear and specific as possible about what you want from the AI. If you want a certain type of response, outline that in your prompt. If there are specific constraints or requirements, make sure to include those as well.
        2. Open-ended vs. Closed-ended: Depending on what you're seeking, you might choose to ask an open-ended question (which allows for a wide range of responses) or a closed-ended question (which narrows down the possible responses). Both have their uses, so choose according to your needs.
        3. Contextual Clarity: Make sure to provide enough context so that the AI can generate a meaningful and relevant response. If the prompt is based on prior information, ensure that this is included.
        4. Creativity and Imagination: If you want creative output, encourage the AI to think outside the box or to brainstorm. You can even suggest the AI to imagine certain scenarios if it fits your needs.

        There is a well-written prompt delimited by <> for your reference: <Your task is to be my brainstorming partner and provide creative ideas and suggestions for a given topic or problem. Your response should include original, unique, and relevant ideas that could help solve the problem or further explore the topic in an interesting way. Please note that your response should also take into account any specific requirements or constraints of the task.>

        Your task is to write an effective ChatGPT Prompt based on given keywords or to modify the given prompts. Answer in the same language as me.
        """,
        "role": "system"}
    ]

message.append(

{"content": "Please help me to write an effective ChatGPT Prompt based on the following keywords or prompt: {}".format(prompt),

"role": "user"}

)

Before:

translate the following English content into Chinese, 并润色

After:

<Please translate the following English text into Chinese, ensuring not only accuracy in translation but also enhancing the prose to flow naturally and elegantly in Chinese. The translation should read as if originally written by a native speaker, with attention to cultural nuances and idiomatic expressions.>

你是一位擅长编写各种程序的资深工程师，我需要你根据以下需求，为我生成一段Python代码：

代码目的：设计一个双十一自动抢购脚本

代码功能：在双十一当天自动登录购物网站，定时抢购预设商品

代码要求：使用面向对象编程方式，使用selenium库进行网页操作

为了实现这个双十一自动抢购脚本，我们可以进行以下步骤：


首先，需要安装selenium库以及对应浏览器的驱动。
其次，需要登录目标购物网站。
然后，需要定位到目标商品的抢购按钮。
最后，在双十一当天设定一个定时器来点击抢购按钮。

以下是一个简单的示例代码：

from selenium import webdriver
from selenium.webdriver.common.keys import Keys
import time
class DoubleElevenShopper:
    def __init__(self, website, username, password, item_link):
        self.website = website
        self.username = username
        self.password = password
        self.item_link = item_link
        self.driver = webdriver.Chrome()  # 使用Chrome浏览器
    def login(self):
        self.driver.get(self.website)
        username_field = self.driver.find_element_by_name("username")  # 这里需要根据目标网站的登录表单进行调整
        password_field = self.driver.find_element_by_name("password")
        username_field.send_keys(self.username)
        password_field.send_keys(self.password)
        password_field.send_keys(Keys.RETURN)
        time.sleep(5)  # 等待登录完成
    def buy_item(self):
        self.driver.get(self.item_link)
        buy_button = self.driver.find_element_by_id("buy_button")  # 这里需要根据目标商品的购买按钮进行调整
        buy_button.click()
    def run(self):
        self.login()
        self.buy_item()
        self.driver.quit()
if __name__ == "__main__":
    shopper = DoubleElevenShopper(
        website="https://www.example.com",
        username="your_username",
        password="your_password",
        item_link="https://www.example.com/item"
    )
    shopper.run()

注意：

需要安装Chrome浏览器和ChromeDriver。
登录和购买按钮的元素定位需要根据具体的购物网站进行调整。
此代码为简单示例，实际使用可能需要处理更多的异常情况。

安装selenium库和ChromeDriver：

pip install selenium

下载ChromeDriver并将其路径添加到环境变量中。