Sure, here is the translation of "Best Practices for Prompt Engineering in the Enterprise" in simplified Chinese while keeping the HTML structure: ```html 企业中提示工程的最佳实践 ```

```html

好的，我们在这个博客系列中涵盖了大量内容，从理解LLMs和提示工程基础知识，到深入探讨具体的技术和策略。现在，是时候把所有这些结合起来，分享我在实际企业项目中学到的一些最佳实践。

To translate "Combine all techniques" into simplified Chinese while keeping the HTML structure, you would write: ```html 组合所有技术 ``` This HTML snippet preserves the structure while presenting the translated text in simplified Chinese.

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

当为企业使用案例编写提示时，您应该在版本控制系统中创建一个文件夹，每个提示作为单独的代码文件存放其中。这些提示可能有很多段落，并且随着时间的推移会发生变化。我已经创建了一个典型提示结构的框架。每个提示应该独立成段落。我为每一行提供了简短的示例，实际提示应该更详细，包含更多的例子和说明。

` tags for a paragraph.

Here is the simplified Chinese translation of the provided text, while keeping the HTML structure intact: ```html

理解一点也很重要，那就是您可以通过过多的指令或约束来过载模型。

—— 它们可能会冲突，或者模型可能会偏向某些指令而忽略其他的。

在某个时候，当指令过多时，模型会忘记其他的内容。

请考虑将提示分解为多个提示（API调用）和各种示例，逐步引导指令。

在保留HTML结构的情况下，将英文文本 "Prompt Structure Template" 翻译成简体中文可以是： 提示结构模板

Sure, here's "Role" translated to simplified Chinese while keeping HTML structure: ```html 角色 ``` In this translation: - `` is used to wrap the text "角色", which means "Role" in simplified Chinese.

Sure, here's the text translated into simplified Chinese while keeping the HTML structure: ```html 解释模型的角色和专业知识。 ```

Act like a legal advisor. You have expertise in analyzing rental contracts.

Certainly! Here's "Task" translated to simplified Chinese while keeping the HTML structure: ```html 任务 ``` In this translation: - `` is used to inline the translated text. - `lang="zh-CN"` indicates the language code for simplified Chinese. - "任务" is the simplified Chinese translation for "Task".

在保留HTML结构的情况下，将以下英文文本翻译成简体中文： 解释模型的任务。简洁地指明任务，用几句话描述。

<TASK>
Provide a 1 paragraph concise and simple-to-understand (non-legal) answers 
for tenants who need help understanding this legal rental contract:

Sure, here's the translation of "Context" into simplified Chinese, while maintaining HTML structure: ```html

上下文

``` In this example, `

` tags are used to preserve the HTML structure around the translated text.

Certainly! Here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html 在提示中插入上下文。 ```

<CONTEXT>
...
[INSERT CONTRACT FROM GCS]
...

在保留HTML结构的情况下，将以下英文文本翻译为简体中文： 输出格式

Sure, here's how you can translate "The expected output format" into simplified Chinese while keeping the HTML structure: ```html 预期输出格式 ``` In this example: - `` indicates that the content inside is in Chinese (zh stands for Chinese). - `预期输出格式` is the translation of "The expected output format" into simplified Chinese characters. This maintains the HTML structure while providing the translated text.

Return valid JSON using the following JSON schema:

SCHEMA:

{
    "$schema": "http://json-schema.org/draft-04/schema#",
    "type": "object",
    "properties": {
        "answer": {
            "type": "string"
        }
    },
    "required": [
        "answer"
    ]
}

Certainly! Here's the translation of "" into simplified Chinese, while keeping the HTML structure intact: ```html ```

Sure, here's how you can write "Provide a list with instructions." in simplified Chinese while keeping the HTML structure intact: ```html 提供一份包含说明的列表。 ``` This HTML and Chinese text are properly aligned.

<INSTRUCTIONS>
1. Write the answer in easy-to-understand English so a 12-year-old can 
understand.
2. Return only valid JSON responses with the previously provided JSON schemas.
3. Encourage exploring various possibilities.

Sure, here's how you would write "Examples" in simplified Chinese within an HTML structure: ```html 示例 ``` This HTML snippet preserves the language attribute for simplified Chinese (`zh-CN`) and displays the word "示例" which means "Examples" in Chinese.

To translate "Few Shots, Min 3–5 few-shots/reasoning examples." into simplified Chinese while keeping the HTML structure, you can use the following: ```html 少数示例，至少3–5个少数示例/推理例子。 ``` This HTML snippet maintains the structure while providing the translation in simplified Chinese.

EXAMPLE OF REASONING:

Question:
How should gasoline be disposed?
1. The contract does not specifically mention gasoline.
2. Section 22 of the legal agreement states that all hazardous materials must be disposed of properly. 
3. Gasoline is a hazardous material.

Conclusion:
4. Therefore, gasoline must be disposed of properly.

RETURN:
```json
{
    "answer": "Gasoline must be disposed of properly."
}
```

Sure, here's the translation of "" in simplified Chinese within the HTML structure: ```html ```

在保持HTML结构的情况下，将以下英文文本翻译成简体中文： 提供一个带有约束条件的列表。（但更倾向于提供指导而不是约束。）

<CONSTRAINTS>
- Refrain from using sarcasm in your response.
- Do not include any personally identifiable information.
- Do not hallucinate or create confusion.

Sure, the simplified Chinese translation of "Question" while keeping the HTML structure intact would be: ```html 问题 ```

在保留HTML结构的情况下，将以下英文文本翻译为简体中文： 以实际问题结束。

Are pets allowed in this property?

提供示例

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

最重要的最佳实践是在提示中提供（一次性/少量）示例。这非常有效。这些示例展示了期望的输出或类似的响应，使模型能够从中学习并相应地调整其生成。这就像为模型提供一个参考点或目标，以改善其响应的准确性、风格和语调，以更好地符合您的期望。

```

Sure, here is the text "Design with simplicity" translated into simplified Chinese while keeping HTML structure: ```html 设计简洁 ```

Sure, here's how you can structure the HTML while translating the text into simplified Chinese: ```html

提示应该简明、清晰，易于你和模型理解。作为经验法则，如果它们对你来说已经令人困惑，那么对模型而言也很可能会是困惑的。尽量不要使用复杂的语言，也不要提供不必要的信息。

``` In this HTML snippet: - `

` tags are used to enclose the translated text to represent a paragraph. - The text is translated into simplified Chinese, maintaining the structure and meaning of the original English text.

尝试使用描述动作的动词。以下是一组示例：

Here's the list of actions translated into simplified Chinese while keeping the HTML structure intact: ```html Act, Analyze, Categorize, Classify, Contrast, Compare, Create, Describe, Define, Evaluate, Extract, Find, Generate, Identify, List, Measure, Organize, Parse, Pick, Predict, Provide, Rank, Recommend, Return, Retrieve, Rewrite, Select, Show, Sort, Summarize, Translate, Write ``` Translated into simplified Chinese: ```html 行动, 分析, 分类, 归类, 对比, 比较, 创建, 描述, 定义, 评估, 提取, 寻找, 生成, 辨识, 列出, 测量, 组织, 解析, 选择, 预测, 提供, 排名, 推荐, 返回, 检索, 重写, 选择, 展示, 排序, 总结, 翻译, 写作 ``` This HTML structure preserves the original formatting while presenting the translated terms in simplified Chinese.

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

示例：

``` In simplified Chinese, "Examples:" translates to "示例：".

Sure, here is the translation of "BEFORE" into simplified Chinese while keeping the HTML structure: ```html

之前：

```

I'm thinking about maybe changing up my investments, stocks and stuff. 
I've got some money saved, but I'm not really sure what to do with it. 
Any suggestions for good places to put it?

To translate "AFTER:" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 之后： ``` This HTML snippet ensures that "AFTER:" is translated to "之后：" in simplified Chinese and maintains the structure for language specification with `lang="zh-CN"`.

Analyze my financial portfolio and recommend suitable investment options 
based on my risk tolerance and long-term financial goals.

在保持HTML结构的同时，将以下英文文本翻译为简体中文： "具体说明输出结果"

To translate the English text "Be specific about the desired output. A concise instruction might not guide the LLM enough or could be too generic. Providing specific details in the prompt (through system or context prompting) can help the model to focus on what’s relevant, improving the overall accuracy." into simplified Chinese while keeping the HTML structure intact, you can use the following code snippet: ```html

关于期望的输出，请具体说明。

简洁的指示可能不足以指导语言模型，或者可能太泛泛。通过系统或上下文提示提供具体细节，可以帮助模型集中精力在相关内容上，从而提高总体准确性。

``` This HTML preserves the paragraph structure and applies the simplified Chinese translation within `

` tags.

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

例子：

```

To translate "DO:" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 做： ``` This HTML code specifies that the text "做：" (which means "DO:" in simplified Chinese) is in Chinese language (zh-CN).

I am interested in investing in the technology sector. 
Identify three tech stocks with strong growth potential over the next
 five years. For each stock, provide a brief overview of the company, 
its key products or services, and the reasons for its potential growth.

不要：

Tell me some stocks I should buy.

在约束条件上使用说明书

在提示中专注于积极的指导可能比过多依赖限制性要求更为有效。这种方法符合人类更喜欢积极指导而非仅限于禁止事项的倾向。

Sure, here is the text translated into simplified Chinese while keeping the HTML structure intact: ```html 如果可能，请使用积极的指示：而不是告诉模型不要做什么，告诉它应该做什么。这样可以避免混淆，并提高输出的准确性。 ``` This HTML structure preserves the formatting and allows for easy integration into web content.

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

Summarize the patient's diagnosis, treatment plan, medications, 
and follow-up appointments in clear, concise language that the patient 
can easily understand. Focus on the key information the patient needs to 
know to manage their condition at home.

在保留HTML结构的情况下，将以下英文文本翻译成简体中文： 不要：

Do not include any information about the patient's family history or 
social circumstances in the discharge summary. Avoid using medical jargon 
that the patient might not understand. Do not disclose any information 
that could violate patient confidentiality.

在HTML结构中保持不变，请将以下英文文本翻译成简体中文： 作为最佳实践，首先优先考虑说明指令，清晰地陈述你希望模型执行的任务，并且只在确保安全、清晰或特定要求时使用约束条件。进行实验和迭代，测试不同的指令和约束条件组合，找出对你特定任务最有效的方法，并记录这些过程。

Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html 使用变量在提示中 ```

保持HTML结构，将以下英文文本翻译为简体中文： 为了重用提示并使其更加动态化，可以在提示中使用变量，这些变量可以针对不同的输入进行更改。例如，如下所示，一个提取汉堡餐点订单的提示。不要在提示中硬编码餐点名称，而是使用变量。变量可以通过避免重复劳动来节省您的时间和精力。假设您需要在多个提示中使用相同的信息片段，可以将其存储在一个变量中，然后在每个提示中引用该变量。这在将提示集成到您自己的应用程序中时非常有意义。

变量

meal = "Hamburger kids menu."

Sure, here's how you could translate "Prompt" into simplified Chinese while keeping the HTML structure intact: ```html

提示

``` In this HTML snippet, `

` represents a paragraph tag, and "提示" is the translation of "Prompt" in simplified Chinese.

You are working at a fastfood restaurant. Please take the next order:
Hi, can I have a {meal}.

Sure, here's the translation in simplified Chinese, keeping the HTML structure intact: ```html Output: 已将 1 份汉堡儿童餐添加到您的购物车中。 ```

在保留HTML结构的情况下，将以下英文文本翻译为简体中文： 尝试不同的输入格式和写作风格

在保持HTML结构的情况下，将以下英文文本翻译为简体中文： 不同的模型、模型配置、提示格式、词语选择和提交方式可能会产生不同的结果。因此，实验提示属性如风格、词语选择和类型提示（零次学习、少次学习、系统提示）是至关重要的。

Sure, here's the translation of the text into simplified Chinese while keeping the HTML structure: ```html 例如，用于生成新的糖尿病药物结果的提示可以被制定为问题、陈述或指令，从而产生不同的输出： ``` In this HTML snippet, the Chinese text is enclosed within `` tags to maintain the structure, which is common when handling multilingual content in web development.

• 问题：新的糖尿病药物 [药物名称] 的临床试验结果如何？与现有治疗方法相比，它的潜在好处和风险是什么？
• Sure, here's the translated text in simplified Chinese: ```html

  说明：[药品名称] 是一种新开发的治疗糖尿病的药物。临床试验结果是...

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

  指导：撰写关于新糖尿病药物[药物名称]的全面报告。包括其作用机制、临床试验结果、安全性评估以及与当前治疗选择相比的潜在优势和缺点的信息。

  ``` This HTML snippet preserves the structure and content of the original English text while providing a simplified Chinese translation.

适应模型更新

Sure, here's the text translated to simplified Chinese while keeping the HTML structure: ```html 你必须跟上模型架构的变化、新增的数据和功能。尝试使用更新的模型版本，并调整你的提示以更好地利用新的模型特性。像Vertex AI Studio这样的工具非常适合存储、测试和记录你的提示的各个版本。 ``` This translation maintains the structure and content of the original text while converting it to simplified Chinese.

Sure, here is the translation of "Use tooling" in simplified Chinese while keeping the HTML structure intact: ```html 使用工具 ``` This HTML snippet preserves the structure of the text while providing the translated phrase in simplified Chinese.

• Sure, here's the translation of "Model Garden (https://cloud.google.com/model-garden)" into simplified Chinese, keeping the HTML structure intact: ```html 模型花园 (https://cloud.google.com/model-garden) ``` This HTML snippet ensures the translation is marked as simplified Chinese (`zh-CN`) and includes the link to the Model Garden website.

Sure, here is the translated text in simplified Chinese while maintaining the HTML structure: ```html 找到合适的提示需要一些调试。在Vertex AI的模型花园里，你可以尽情玩耍你的提示，还能够测试不同的模型。使用模型花园的一个优势是可以保存在你项目中使用过的提示。 ``` This translation keeps the original meaning and structure intact, suitable for use in an HTML document.

• Sure, here's the translation of "Colab (https://colab.research.google.com/)" into simplified Chinese while keeping the HTML structure: ```html Colab (https://colab.research.google.com/) ``` In this HTML snippet: - `` indicates the following text is in simplified Chinese. - `` creates a hyperlink to the Colab website. - `` and `` are closing tags for the `` and `` elements respectively.

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

另一个很棒的工具，用于调试的是Google Colabs，您可以在那里编写API代码来测试您的提示。使用Colabs而不是模型花园的优势在于，它允许您玩转各种API配置设置，并通过运行输入列表或从Google Cloud存储中拉取内容作为上下文注入来自动化您的提示。它记录错误，并且您可以使用内置的Gemini LLM在出现问题时帮助您进行调试。

``` This translation maintains the original meaning and structure while converting it into simplified Chinese.

• To translate "Spell Checker" into simplified Chinese without altering the HTML structure, you can use the following: ```html 拼写检查器 ``` This HTML code will display "拼写检查器" in simplified Chinese characters on the webpage, while preserving the HTML structure.

To translate the given English text to simplified Chinese while keeping the HTML structure, you can use the following: ```html 尽量在您的提示中不要使用语法或拼写错误。这不会伤害，但您应该引导模型朝向拼写正确的短语。因此，请尝试使用拼写检查器。 ``` This HTML structure ensures that the translated Chinese text is formatted correctly within an HTML document.

• Sure, the translation of "Code Validators" into simplified Chinese, while keeping the HTML structure intact, would be: ```html Code Validators ``` In this structure: - `` is used to indicate an abbreviation or acronym. - `title="代码验证器"` provides the tooltip text that appears when hovering over the abbreviation, giving the full meaning of "Code Validators" in Chinese. This way, the translation is clear and accessible to users who understand both English and simplified Chinese.

以下是用简体中文翻译的 HTML 结构： 在示例中使用代码时，可以使用验证器来防止编码错误，这可能会导致您的模型生成错误的代码。

Sure, the translation of "Ground to evidence by citing the context or referring to sections" into simplified Chinese while keeping the HTML structure intact is as follows: ```html ``` This HTML text would display the simplified Chinese translation with the original formatting intact.

Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 当处理大量内容时，您可以通过要求语言模型引用上下文文档中具体的部分或节号，来使回答更加准确（减少虚假信息）。 ``` This HTML snippet embeds the translated Chinese text within a structured format, suitable for web usage.

在保持HTML结构的前提下，将以下英文文本翻译为简体中文： 要求引用或节号迫使模型将其响应明确链接到文本的特定部分，并防止其基于一般知识和假设生成可能不正确或与特定文档无关的答案。

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

它不仅提供证据支持，还为您提供了宝贵的线索，指示模型找到答案的位置。如果您想评估和交叉检查生成的答案，这将非常有帮助，有助于提升您评估模型性能的能力。

``` This HTML snippet retains the structure for easy integration into a web page or document.

Sure, here is the translated text in simplified Chinese: 根据提供的合同回答以下问题；确保包括对答案有贡献的相关章节编号。

Answer the following question based on the provided contract, 
make sure to include the relevant section numbers that contributed 
to the answer. 

Question:
Are pets allowed on the property?

在HTML结构中保持不变，将英文文本"Use Human / Automatic Raters"翻译为简体中文：使用人工/自动评分者

在保持HTML结构的情况下，将以下英文文本翻译为简体中文： 评分您生成的提示响应的重要性不可低估。无论是通过使用评分表的人工评分员，还是通过机器进行规模化评分，评分所创建的反馈循环对于优化和改进您的提示至关重要。人工评分员能够提供有关语言模型输出质量、相关性和连贯性的微妙见解，而机器评分则在评估大量响应时提供了可扩展性和效率。通过结合人工和机器评分，您可以确保您的提示始终引导语言模型生成企业AI应用的最佳结果。

这里是一些标准的示例：

Sure, here's the translation of the provided English text into simplified Chinese while keeping the HTML structure intact: ```html

人类评分员能更好地理解语言中的细微差别、微妙的错误以及题目的背景。他们可以评估语气和适合目标受众的程度。让机器或其他语言模型评分您的题目输出，可以在规模测试和大量响应评估中带来好处。机器还可以计算客观指标，如字数、句子长度、代码正确性等。

``` This HTML snippet includes the translation of the text into simplified Chinese within a `

` (paragraph) tag.

最有效的方法通常是结合人工和机器评分。

To translate "Experiment together with other prompt engineers or subject matter experts" into simplified Chinese while keeping the HTML structure intact, you would write: ```html 实验与其他及时的工程师或专业领域专家一起进行 ``` This maintains the original HTML structure while providing the translation in simplified Chinese.

Here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html 如果你处于需要尝试提出一个好提示的情况下，你可能希望找多个人试试看。当每个人都遵循最佳实践（如本章所列），你会看到所有不同提示尝试之间的性能差异。 ``` This HTML snippet preserves the structure while providing the simplified Chinese translation of the given text.

在与其他工程师进行即时工程交流之外，与相关领域专家共同坐在一起可能同样有帮助。当领域专家评估您的即时输出时，讨论完美的实现方式，并共同进行头脑风暴，例如提供示例、重新表达某些说明等。

Certainly! In simplified Chinese, "Conclusion" translates to "结论".

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

在整个系列中，我们探索了复杂商业问题的提示工程世界。我们学到了有效提示不仅仅是问对问题，而是制定指导大型语言模型朝着期望结果前进的指导方案，考虑语言和环境的细微差别，并根据反馈和结果进行迭代。通过掌握这些技能，我们可以释放生成式AI的真正潜力。请记住，提示工程是一次旅程，而不是目的地！

``` Is there anything else you would like help with?