Sure, here is the translation of "Prompt Engineering — Techniques of Prompting" into simplified Chinese while keeping the HTML structure: ```html

提示工程 — 提示技术

```

在我的前一篇关于LLM概念的文章基础上，本文深入探讨提示工程的艺术、拍摄提示以及从大型语言模型（LLMs）中获得最佳结果的有效实践。

Sure, here's the translation: ```html

什么是提示工程？

```

Sure, here is the translated text in simplified Chinese, while keeping the HTML structure intact: ```html

提示工程是关于制定输入文本或提示，这些提示是您提供给人工智能系统的。可以把它看作向某人清晰地传达指令。您的指令越清晰，就越有可能获得想要的结果。在提示工程中，您设计提示以确保AI模型理解并生成您所需的响应。这意味着要使您的问题或任务对AI来说清晰易懂。

``` This HTML snippet contains the translated text in simplified Chinese.

在其核心，提示工程涉及理解AI如何解释您提供的文本以及如何生成回复。这需要深刻理解模型的能力和限制。通过精选用词、提供背景信息和构建提示结构，您可以引导AI生成更准确、相关和有用的输出。

Sure, here's the translated text in simplified Chinese, keeping the HTML structure: ```html 什么是Shot Prompting？ ```

To translate the English text into simplified Chinese while keeping the HTML structure, you can use the following: ```html Shot prompting是机器学习中使用的一种方法，通过提供称为“shots”的示例或提示来影响人工智能的输出。主要有三种策略： ``` This HTML snippet will display the translated Chinese text while maintaining any surrounding HTML tags for structure if needed.

Sure, here's the translated text in simplified Chinese, while keeping the HTML structure intact: ```html

零样本提示：在要求模型生成响应之前，您不会提供任何具体示例。它完全依赖于其训练数据和您提供的提示。这种方法非常适合简单的任务，AI 可以仅凭提示推断上下文。

```

Sure, here's the text translated to simplified Chinese while maintaining HTML structure: ```html

例如：为一名初级软件工程师撰写工作描述。

```

Sure, here's the translated text in simplified Chinese: ```html

一次性提示：您提供一个示例来引导模型的响应。这可以帮助AI理解您所寻求的特定格式或风格，从而更容易生成满足您需求的响应。

```

Sure, here's the text translated into simplified Chinese while maintaining HTML structure: ```html

使用这个链接作为指导，为一名初级软件工程师撰写工作描述。

```

Certainly! Here's the translation of the text into simplified Chinese while keeping the HTML structure: ```html Few-shot Prompting: 通过提供多个示例来为模型提供更广泛的上下文。这种方法对于需要理解更广泛可能性和细微差别的更复杂任务非常有用。 ``` In this translation: - "Few-shot Prompting" is translated as "Few-shot Prompting" (少样本提示). - The rest of the text is translated to convey the meaning accurately in simplified Chinese.

Sure, here's the translated text in simplified Chinese while maintaining the HTML structure: ```html

示例：“使用这些链接和这些链接作为参考，在为初级软件工程师撰写工作描述。”

``` Translated text: ```html

示例：“使用这些链接和这些链接作为指南，为初级软件工程师撰写工作描述。”

```

Sure, here is the translation of "When to Use Different Shot Prompting Techniques" in simplified Chinese, while maintaining HTML structure: ```html 何时使用不同的拍摄提示技术 ```

Sure, here's the text translated into simplified Chinese while keeping the HTML structure intact: ```html

零示范提示：最适合不需要示例的简单任务。它快速高效，依赖于人工智能的预先存在的知识和训练数据。

```

Sure, here's the text translated into simplified Chinese while keeping the HTML structure: ```html One-Shot Prompting: 在您需要特定格式或背景的情况下非常有用，由单个示例指导。对于需要特定风格或模板的任务非常有帮助。 ``` This HTML structure preserves the original English text while displaying the simplified Chinese translation.

Sure, here's the translation: ```html 少量示例提示：适用于需要多个示例来提供更广泛背景的复杂任务。它能够更好地帮助人工智能理解任务的要求和变化。 ```

Sure, here is the text "Chain of Thought Prompting" translated into simplified Chinese while keeping the HTML structure: ```html 引发思维链条 ``` This HTML snippet maintains the structure and indicates that the text inside the `` tag is in simplified Chinese.

Sure, here's the text translated into simplified Chinese while keeping the HTML structure intact: ```html 链式推理是一种方法，其中AI逐步解释其推理过程。这使得AI的回答更易于理解，并且对教育或解释性目的非常有用。 ``` In HTML format: ```html

链式推理是一种方法，其中AI逐步解释其推理过程。这使得AI的回答更易于理解，并且对教育或解释性目的非常有用。

``` This HTML structure ensures the text is presented as a paragraph, maintaining proper formatting for web content.

Sure, here's the translated text in simplified Chinese, while keeping the HTML structure: ```html

示例：“为初级软件工程师撰写职位描述。让我们一步步思考。”

```

在保持HTML结构的前提下，将以下英文文本翻译成简体中文： 这种方法增强了人工智能思维过程的透明度，使用户能够看到人工智能得出结论的方式。对于需要详细解释或解决问题步骤的任务特别有益。

To translate "Benefits of Chain of Thought Prompting" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 思维链提示的好处 ``` This HTML snippet maintains the structure and specifies that the text inside `` should be interpreted as simplified Chinese (`zh-CN`).

Sure, here's the translation of the text into simplified Chinese while keeping the HTML structure: ```html 对开发者而言：通过清晰展示模型的思维过程，有助于调试，更容易识别和修复问题。开发者可以理解AI的推理过程，发现错误，并优化提示以获得更好的结果。 ``` This HTML structure preserves the content and allows it to be displayed as formatted text in a web context.

Here is the translation of the text into simplified Chinese, while maintaining the HTML structure: ```html 决策：通过提供决策达成的见解，促进透明度和问责制，从而增加对AI决策的信任。当用户可以看到AI达成决策的步骤时，他们更可能信任结果。 ``` This HTML structure ensures that the text is properly displayed and formatted on a webpage.

Sure, here is the text "Prompt Engineering Practices" translated into simplified Chinese while keeping the HTML structure: ```html

即时工程实践

``` In this translation: - `

` denotes a paragraph in HTML. - "即时工程实践" is the simplified Chinese translation of "Prompt Engineering Practices".

在这里是一些撰写提示的有效做法：

Sure, here's the translation of "Sample Prompt 1: Assign a role, provide clear details, and invite questions." in simplified Chinese while keeping the HTML structure: ```html

示例提示 1：分配角色，提供清晰的细节，并邀请问题。

```

Example: "You are an expert in branding a chatbot. Think of a catchy, short, one-word name for the chatbot that reflects inclusion and diversity. Suggest at least three names. If you have any questions, ask before generating the titles."

Certainly! Here's the translation of the text into simplified Chinese while keeping the HTML structure: ```html 示例提示 2：忽略先前的指示，分配角色，提供清晰的指导，使用条理清晰的思路，并邀请问题。 ``` This HTML snippet will display the translated text in a structured manner while maintaining the original formatting.

Example: "Ignore all previous inputs. You have 15 years of experience in full-stack web development and cloud app delivery. Your task is to architect microapps for Microsoft Teams, Web, Slack, and mobile apps. Can you ask questions before answering to better understand my request? Can you explain everything step by step? Say 'Ok' if you got it."

Sure, here's the text translated into simplified Chinese while keeping HTML structure: ```html

示例提示 3：指定风格、语气和语调。

```

Example: "Ignore all previous inputs. I am an expert Java developer looking to learn advanced Python. Teach me step-by-step in the style, approach, and tone of James Gosling."

Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

通过掌握这些即时工程技术，您可以有效地利用LLMs的力量，确保它们生成符合您特定需求的准确和相关的响应。

``` Translated text: 通过掌握这些即时工程技术，您可以有效地利用LLMs的力量，确保它们生成符合您特定需求的准确和相关的响应。

Sure, the translation of "Conclusion" to simplified Chinese while keeping the HTML structure intact would be: ```html 结论 ``` This HTML code ensures that the text "结论" (which means "Conclusion" in simplified Chinese) is displayed correctly and is also correctly identified by language tools.

Sure, here's the translated text in simplified Chinese: ```html

对于希望最大程度发挥大型语言模型潜力的人来说，提示工程是一项必不可少的技能。通过理解和运用零提示、一次提示、少提示以及思维链提示等技术，您可以引导人工智能生成更准确和相关的回应。清晰、周到的提示设计不仅提高了人工智能交互的质量，还增强了人工智能决策的透明度和信任度。无论您是开发人工智能应用程序还是仅仅将其用于个人项目，掌握这些技巧都将帮助您更有效地与人工智能系统进行沟通，确保它们以最佳方式为您服务。

```