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

锯齿智能 – 利用个性化历史数据检索构建 GPT

``` This HTML structure maintains the original title "Jagged Intelligence – Building a GPT with Personalised History Data Retrieval" in simplified Chinese.

Certainly! Here is the translated text in simplified Chinese while keeping the HTML structure: ```html “锯齿智能” – 这些LLM既超级聪明又超级愚蠢。 ``` In this HTML snippet, the translated text is enclosed within double quotation marks and separated by a dash, with the phrase "LLM" kept as is since it's an acronym.

Sure, here's how you could structure the HTML with the translated Chinese text: ```html

我们最近推出了 Heimdall – 一款能帮助您访问、分析和可视化在亚马逊、Uber、Instacart、Booking 和 Uber Eats 上的消费习惯的 GPT。

``` In this HTML snippet: - `

` denotes a paragraph tag, commonly used for textual content. - The Chinese text is enclosed within the `

` tags, ensuring it's displayed as a paragraph in the document. This structure maintains the original HTML formatting while presenting the translated Chinese text accurately.

Sure, here's the text translated into simplified Chinese while maintaining HTML structure: ```html 在建造 Heimdall 的过程中，我们经常与 gpt-4o 的“不规则智能”进行交互，探索其复杂的优势和令人惊讶的局限性。 ``` This HTML structure preserves the original text while providing the simplified Chinese translation.

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

本文概述了我们由于不连贯的情报所面临的挑战，以及我们实施的解决方案。

``` This HTML snippet contains the translated text: - **Original English**: This article outlines the challenges we faced as a result of jagged intelligence and the solutions we implemented to overcome them. - **Translated Chinese**: 本文概述了我们由于不连贯的情报所面临的挑战，以及我们实施的解决方案。

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html

我们还讨论了为什么选择将这个聊天机器人建设为GPT、这种方法的优缺点，以及我们将如何继续改进这个机器人。

``` This HTML code will display the translated text in simplified Chinese within a paragraph (`

` tag).

Sure, here's how you could structure it in HTML and translate it to simplified Chinese: ```html

Heimdall v2 will not be a GPT.

霍达 v2 将不是 GPT。

``` In the example above: - The original English text "Heimdall v2 will not be a GPT." is translated to "霍达 v2 将不是 GPT。" in simplified Chinese. - It's wrapped in HTML structure for clarity.

Sure, here's how you would write "How to build a GPT like Heimdall" in simplified Chinese within an HTML structure: ```html

如何构建类似 Heimdall 的 GPT

``` This HTML snippet displays the translated text "如何构建类似 Heimdall 的 GPT" in simplified Chinese.

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

GPTs 是 ChatGPT 的定制版本，结合了指令、额外知识以及通过调用外部 API 实现的各种技能组合。OpenAI 提供了一些关于如何做这些的指南 + 我们也喜欢这个初学者教程。

``` In simplified Chinese: ```html

GPTs 是 ChatGPT 的定制版本，结合了指令、额外知识以及通过调用外部 API 实现的各种技能组合。OpenAI 提供了一些关于如何做这些的指南 + 我们也喜欢这个初学者教程。

``` This HTML structure maintains the text formatting while providing the translation.

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html 总之，构建类似Heimdall的GPT有三个部分。 ``` This HTML snippet preserves the structure while providing the translation.

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

指导说明

``` In this translation: - `

` denotes a paragraph tag in HTML. - "指导说明" is the simplified Chinese translation for "Instructions".

Sure, here's the translation of the provided text into simplified Chinese, keeping the HTML structure: ```html 这涉及“提示工程” — 理想情况下，明确指定 GPT 应遵循的清晰指导方针和参数，确保它： ``` This HTML structure surrounds the translated Chinese text, ensuring it maintains proper formatting and integration into an HTML context if needed.

• Sure, here's the translation in simplified Chinese, while keeping the HTML structure intact: ```html 知道何时提示用户通过甘道夫连接、分享和更新他们的数据（稍后详细介绍）。 ``` In this translation: - `` is used to wrap the translated text to maintain the HTML structure. - The text inside `` is the translated content in simplified Chinese.
• Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html 了解如何根据用户的请求检索和显示数据。即使这些请求并不特别清晰。 ``` This HTML structure preserves the text content and allows it to be displayed properly in a web context.

Certainly! Here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html Open AI 提供了一些关于如何最好地做到这一点的建议，据我们所知，它们相当有效。 ```

Certainly! Here's how you can write "Actions" in simplified Chinese within an HTML structure: ```html

动作

``` In this HTML snippet: - `

` denotes a level 2 heading. - "动作" is the simplified Chinese translation for "Actions".

Certainly! Here's the translated text in simplified Chinese, formatted in HTML: ```html

如果你希望你的聊天机器人能够检索外部信息或在ChatGPT平台外执行操作，那么“actions”是一个不错的选择。

``` In this HTML snippet: - `

` tags are used to enclose the paragraph, ensuring proper structure and formatting in HTML. - The Chinese text translates the original English sentence accurately.

Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure: ```html

GPT Actions 通过使用自然语言使ChatGPT用户能够通过RESTful API调用与ChatGPT之外的外部应用程序进行交互。

``` In this HTML snippet: - `

` tags are used to wrap the translated text, assuming it will be displayed as a paragraph on a web page. - The Chinese text inside `

` tags conveys the translated meaning of the English sentence provided.

Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

他们将自然语言文本转换为API调用所需的json模式。GPT动作通常用于执行数据检索以向ChatGPT获取数据（例如查询数据仓库），或在另一个应用程序中执行操作（例如提交JIRA工单）。

``` In simplified Chinese: ```html

他们将自然语言文本转换为API调用所需的json模式。GPT动作通常用于执行数据检索以向ChatGPT获取数据（例如查询数据仓库），或在另一个应用程序中执行操作（例如提交JIRA工单）。

```

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

在我们的情况下，我们使用了操作来赋予海姆达尔以下的能力：

``` In this HTML snippet: - `

` denotes a paragraph tag, maintaining the structure. - The Chinese text is embedded between the opening `

` and closing `

` tags, ensuring it displays correctly in a web context.

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

  获取数据库架构以便获取可用表格、列和类型的必要上下文。这是聊天机器人知道它可以询问数据库的哪些问题以及如何构造最终的SQL查询的方式。

  ``` In simplified Chinese: ```html

  获取数据库架构以便获取可用表格、列和类型的必要上下文。这是聊天机器人知道它可以询问数据库的哪些问题以及如何构造最终的SQL查询的方式。

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

  检索用户的活动连接的数据源 + 可用数据的数据范围。这帮助聊天机器人确定是否提示用户连接数据源或刷新他们的连接以检索最新数据。此操作/终端还包含相关信息，如用户的ID和每个数据源的默认货币。

  ``` In simplified Chinese: ```html

  检索用户的活动连接的数据源 + 可用数据的数据范围。这有助于聊天机器人确定是否提示用户连接数据源或刷新他们的连接以检索最新数据。此操作/终端还包含相关信息，如用户的ID和每个数据源的默认货币。

  ``` This HTML snippet maintains the structure while presenting the translated text in simplified Chinese.
• Certainly! Here's the text translated into simplified Chinese while keeping the HTML structure: ```html 执行对数据库的[只读]SQL查询，以获取用户感兴趣的见解。 ``` In HTML, this would look like: ```html 执行对数据库的[只读]SQL查询，以获取用户感兴趣的见解。 ```

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html

您还可以配置您的操作进行身份验证，可以通过 API 密钥或 OAuth 进行。

OAuth 对于我们的用例非常理想，因为我们需要一种方式来识别要检索数据的具体用户。

```

Certainly! Here's the translated text in simplified Chinese, maintaining the HTML structure: ```html

终端用户需要使用“海姆达尔登录”来将他们的Uber、Amazon等数据与GPT连接，以便代表用户执行查询。

``` In this HTML snippet: - `

` indicates a paragraph tag, commonly used for text content in HTML. - The Chinese text inside the `

` tags is the translated version of your original English sentence.

Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

用户完成OAuth流程并返回ChatGPT后，每个发送到Heimdall服务器的操作API请求都将包含一个OAuth令牌，用于标识该端用户。

``` In simplified Chinese, the translated text is: "用户完成OAuth流程并返回ChatGPT后，每个发送到Heimdall服务器的操作API请求都将包含一个OAuth令牌，用于标识该端用户。"

Sure, here's how you can write "Gandalf SDK" in simplified Chinese within an HTML structure: ```html 甘道夫SDK ``` This HTML snippet includes the simplified Chinese characters for "Gandalf SDK" wrapped in a `` element with the `lang="zh"` attribute to specify the language as Chinese.

Sure, here's how you can translate the provided English text into simplified Chinese while keeping the HTML structure intact: ```html Gandalf 是一个 SDK，可以安全地从像亚马逊、YouTube、Instacart、Uber 等来源请求用户数据。它是让 Heimdall 成为可能的魔法调料，当然，LLM 这一巨大的技术奇迹也是如此。 ``` This HTML structure ensures the translation is preserved and can be integrated into a web page or document that supports HTML formatting.

Sure, here is the text translated into simplified Chinese and formatted in HTML structure: ```html 作为认证过程的一部分，最终用户将被提示通过甘道夫连接（Gandalf’s Connect）他们的数据源。 ``` In HTML: ```html

作为认证过程的一部分，最终用户将被提示通过甘道夫连接（Gandalf’s Connect）他们的数据源。

```

Certainly! Here's the translation of "Bringing it all together" in simplified Chinese, while keeping the HTML structure: ```html 将所有元素结合在一起 ```

这里是上述所有组成部分如何共同运作的概述。

Sure, here's how you can write "Challenges & Solutions" in simplified Chinese within an HTML structure: ```html

挑战与解决方案

``` In this HTML snippet: - `

` is the heading tag indicating a top-level heading, which is appropriate for a title like "Challenges & Solutions." - "挑战与解决方案" translates to "Challenges & Solutions" in simplified Chinese.

Certainly! Here's how you can translate "Challenges with Jagged Intelligence" into simplified Chinese while keeping the HTML structure: ```html

具有不规则智能的挑战

``` In this translation: - `

` and `

` are HTML tags for paragraph formatting. - "具有不规则智能的挑战" translates to "Challenges with Jagged Intelligence" in simplified Chinese.

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

我们最初以为只需从甘道夫(Gandalf)中提取所有终端用户数据，存储在明确命名的表和列中，并向LLM公开模式。

``` In this translation: - "We initially thought" is translated as "我们最初以为". - "pull all the end-user data" is translated as "提取所有终端用户数据". - "from Gandalf" is translated as "从甘道夫(Gandalf)中". - "store it in clearly named tables and columns" is translated as "存储在明确命名的表和列中". - "and expose the schema to the LLM" is translated as "并向LLM公开模式". This translation maintains the meaning of the original sentence while converting it into simplified Chinese.

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

我们有像amazon_activities、uber_activities等表，其中包含用户完成的每笔[成功的]交易的详细信息。

``` This HTML snippet represents the translated text: "我们有像amazon_activities、uber_activities等表，其中包含用户完成的每笔[成功的]交易的详细信息。"

在我们详细的系统说明书和数据库架构的基础上，我们假设 GPT-4o 和代码解释器可以做以下的事情：

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html Handle multiple currencies. Every row of user data contained explicit currency information. We instructed the chatbot to always GROUP BY currency to handle scenarios where a user, for example, uses Uber in different cities across the world. Despite many variations of the system instruction: ``` Translated to simplified Chinese: ```html 处理多种货币。用户数据的每一行都包含明确的货币信息。我们指示聊天机器人始终按货币分组，以处理用户在世界各地的不同城市使用Uber等情况。尽管系统指令有许多变化： ``` This translation maintains the HTML structure while converting the English text into simplified Chinese.

• Sure, here is the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html

  经常会忽略指令以期望多种货币并相应地按组分组。

  ``` In this HTML snippet, `

  ` tags are used to encapsulate the translated Chinese text, preserving the structure of the original HTML.

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

  Instead, it would assume that all records are in a single currency and treat them as such.

  ``` And the translated text in simplified Chinese: ```html

  相反，它会假设所有记录都是以一种货币进行记录，并按此处理。

  ``` This HTML structure ensures the translated text is properly formatted and displayed on a webpage.

Sure, here's how you could structure the HTML while including the translated Chinese text: ```html

``` In the HTML structure above: - `

` tags are used to wrap each paragraph of text. - English text is directly followed by its Chinese translation within separate `

` tags. - Make sure to save your HTML file with UTF-8 encoding to correctly display Chinese characters.

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

  相反，我们确定了每个数据源用户最常使用的货币，并将所有其他交易转换为每个数据源的这种“默认”货币。

  ``` This HTML structure contains a `

  ` tag for a paragraph, and the Chinese text inside it translates your provided English text into simplified Chinese.

• Sure, here is the HTML structure with the translated text in simplified Chinese: ```html

  这使我们能够仅向LLM公开每个数据源[每个用户]的默认货币，确保它无需处理同一数据源内的多种货币。

  ``` In simplified Chinese: 这使我们能够仅向LLM公开每个数据源[每个用户]的默认货币，确保它无需处理同一数据源内的多种货币。

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

2. 使用SQL轻松计算频率、总和和时间平均值（与使用代码解释器相比）。我们预期，如果您要求它计算过去一周的每日亚马逊消费，它将知道使用SUM和GROUP BY创建SQL查询。

``` This HTML snippet contains the translated text in simplified Chinese, formatted for use in a web page or similar context.

```html

相反，它总是会检索每一笔交易，并尝试用代码解释器在Python中分析它们。这样做速度太慢，而且在处理大量交易时经常会在中途失败。

```

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

解决方案A（提示：未成功）：我们最初尝试通过创建额外的统计表来解决这个问题。我们有每日统计表、每周统计表、每月统计表等等。每个表格分别包含了每天、每周和每月的频率和支出总额。

``` This HTML snippet contains the translated text in simplified Chinese within a paragraph (`

` tag), preserving the structure specified.

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html

他们还包括了有关交易群体的统计数据，比如亚马逊和Instacart上的产品类别，Uber Eats上的菜系，以及Uber服务的城市。

``` This HTML structure ensures the translated text maintains its formatting and can be easily integrated into a web page.

Certainly! Here is the translation of the text into simplified Chinese while keeping the HTML structure: ```html

``` This HTML structure maintains the original English text "Sidebar:" and provides the translation in simplified Chinese within the `

Sure, here is the translated text in simplified Chinese while keeping the HTML structure: ```html 这样，聊天机器人应该能够轻松回答类似的问题 ``` This HTML structure preserves the text content while allowing for integration into a webpage or document.

• Sure, here is the HTML structure with the text translated to simplified Chinese: ```html

  这个月我在哪种食物上花费最多？答案：泰国菜

  ``` In this HTML snippet: - `

  ` denotes a paragraph tag for structured text. - The Chinese text inside `

  ` translates to: "What kind of food did I spend the most on this month? Answer: Thai Food."

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

  去年我在哪个城市使用Uber次数最多？答案：伦敦。

  ``` This HTML snippet maintains the structure while providing the translated text in simplified Chinese.

To translate "…and so on." to simplified Chinese while keeping the HTML structure, you would use the following: ```html 等等。 ``` Here, `等等。` represents the translation "等等。" (pronounced "děngděng"), which means "and so on." in simplified Chinese. The `` tag specifies the language of the enclosed text for proper language identification and handling in various applications.

Sure, here's the translation of "The (weekly) statistics table looked a little like this:" into simplified Chinese while maintaining HTML structure: ```html

这个（每周的）统计表看起来有点像这样：

```

• Sure, here's how you would write "user_id, transaction_count, total_spend" in simplified Chinese within an HTML structure: ```html 用户ID，交易次数，总消费 ``` This HTML code wraps the translated text in a `` tag, preserving the structure while displaying the Chinese translation.
• Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html 周（即本周日期范围），年（即2024年） ```
• Sure, here's how you would write "source (i.e amazon, instacart, booking, etc)" in simplified Chinese within an HTML structure: ```html 来源（例如亚马逊、Instacart、Booking等） ``` In this HTML snippet: - `` specifies that the text inside is in simplified Chinese. - `来源` means "source". - `（例如亚马逊、Instacart、Booking等）` translates to "(for example, Amazon, Instacart, Booking, etc)". This structure ensures both the content and the language are correctly interpreted by browsers and other tools that process HTML.
• Certainly! Here's how you can structure and translate the text to simplified Chinese while keeping the HTML structure intact: ```html 过滤器类型（例如类别、城市、餐饮类型、菜系等）和过滤器数值 ``` In this HTML snippet: - `` specifies that the enclosed text is in simplified Chinese. - The translated text "过滤器类型（例如类别、城市、餐饮类型、菜系等）和过滤器数值" means "filter_type (i.e category, city, meal_type, cuisine etc) and filter_value" in English. This way, the translation is clear and maintains the original HTML structure.
• Certainly! Here's how you would write "daily_average_transaction_count, daily_average_spend" in simplified Chinese within an HTML structure: ```html 每日平均交易数量, 每日平均消费 ``` In this HTML snippet: - `` tags are used to enclose the translated text. - "每日平均交易数量" translates to "daily_average_transaction_count". - "每日平均消费" translates to "daily_average_spend".

Sure, here's how you can structure the HTML and include the translated text in simplified Chinese: ```html

With the above columns, we expected the LLM to be able to answer any question about any time period by creating a simple SQL query.

通过上述列，我们期望LLM能够通过创建简单的SQL查询来回答任何时间段的任何问题。

``` In this HTML structure: - The original English text is included within a `

` element. - Below it, the translated text in simplified Chinese is placed within another `

` element. Make sure to save this as an HTML file and ensure your text editor or IDE supports UTF-8 encoding to display Chinese characters correctly.

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

例如，要查找用户在不同城市在二月份使用Uber的总花费，应该生成类似以下的SQL查询。

``` In simplified Chinese: ```html

例如，要查找用户在不同城市在二月份使用Uber的总花费，应该生成类似以下的SQL查询。

``` This HTML snippet maintains the structure while presenting the translated text in simplified Chinese.

SELECT 
    filter_value AS city,
    SUM(total_spend) AS total_spent
FROM 
    monthly_statistics
WHERE 
    user_id = '123e4567-e89b-12d3-a456-426614174000'
    AND source = 'Uber'
    AND filter_type = 'city'
    AND month = 'February'
    AND year = 2024
GROUP BY 
    city
ORDER BY 
    total_spent DESC;

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

LLM 仍然在以下方面有所挣扎：

```

• Certainly! Here's how you can structure the HTML with the translated text in simplified Chinese: ```html

  可能是因为上述活动表（例如amazon_activities、instacart_activities等）的存在，系统在尝试从适当的统计表中进行选择时遇到了困难。如果您要求系统为我提供一些关于每周亚马逊消费的见解，它将无法从weekly_statistics表中进行选择。相反，它会从amazon_activities中提取数据，并尝试使用代码解释器执行必要的数学运算。

  ``` This HTML snippet preserves the structure while presenting the translated text in simplified Chinese.
• Sure, here's the translated text in simplified Chinese, while keeping the HTML structure intact: ```html

  在没有犯上述错误的情况下，它在使用“filter_type”列来找出跨类别、城市、零售商等各方面的见解时遇到了困难。大部分时间，LLM拒绝设置filter_type = 'city'（或其他任何值）以获得正确答案。我不知道为什么会这样，我们试图多次调整系统说明，但都没有成功。

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

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

解决方案B：一个解决方案是完全移除_activities表，因为它让LLM“误以为”amazon_activities是亚马逊的最佳数据来源，尽管系统指令告诉它使用_statistics表。

``` In the `

` tag, the English text is translated to simplified Chinese as requested.

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

然而，我们希望用户能够像“我上周买了什么？”这样向 Heimdall 提问 —— 只有“活动表”能够提供这样详细的信息，所以最好还是不要动它们。这个提议的解决方案无法解决 LLM 在正确过滤数据方面遇到的问题。

``` In this HTML snippet: - `

` tags are used to structure the paragraph. - The text is translated into simplified Chinese while preserving the basic HTML structure.

```html

工作解决方案虽然粗糙，但它像魔法一样起作用。我们意识到，LLM 在很大程度上依赖表名来决定生成哪些 SQL 查询语句。这是有道理的，因为 LLM 是“语言模式匹配”机器，不能进行逻辑思维 —— 它们只是在模仿语言方面非常擅长，因此表现出似乎在逻辑思考。

``` 这是将给定的英文文本翻译成简体中文，并保留了 HTML 结构。

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

我们为每个数据源、统计类型和过滤器类型创建了单独的表格。例如：

``` This HTML snippet maintains the structure and incorporates the translated text.

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

  amazon_categories_daily_statistics — 记录了每个单日每个产品类别的频率、交易总额和平均值数据。

  ``` This HTML snippet now contains the translated text in simplified Chinese.
• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html

  amazon_categories_weekly_statistics — 存储了每个单周每个产品类别的频率、交易总额和平均数数据。

  ``` In this HTML snippet, the translated text is wrapped in `

  ` tags to maintain structure and styling flexibility.

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

  uber_cities_daily_statistics — 记录了每个城市每天的频率、交易总额和平均值数据。

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

  uber_eats_cuisine_weekly_statistics — 记录了每周每种菜系类型的频率、交易总额和平均值数据。

  ```

Sure, here's how you can structure and translate the text into simplified Chinese, keeping it within an HTML context: ```html

…等等等。这导致了非常多的表格，至少有80个不同的统计表格。

``` In this HTML snippet: - `

` tags are used for paragraph formatting, which is common in HTML to structure text content. - `…等等等。` translates "and so on and so forth." - `这导致了非常多的表格，至少有80个不同的统计表格。` translates "This led to A LOT of tables, at least 80 different statistics tables." This snippet maintains the structure suitable for HTML while providing the translated text in simplified Chinese.

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

我们将其与上述系统指令的微调结合，结果正常运行。

``` This HTML structure preserves the text while allowing it to be displayed correctly in a web context.

Certainly! Here's how you could structure the HTML while providing the translation: ```html

挑战与OpenAI GPT平台

``` In this HTML snippet: - `

` tags are used for paragraph formatting, which is suitable for a simple sentence like this. - The text "挑战与OpenAI GPT平台" is the translation of "Challenges with the Open AI GPT Platform" into simplified Chinese.

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

令我惊讶的是，建造 Heimdall 最令人感到压力的部分是选择将其设定为 OpenAI GPT。特别是因为我们不能自行修复其中的大部分问题。

```

Sure, here's the translation in simplified Chinese, while keeping the HTML structure intact: ```html 我们选择构建 GPT 的原因是： ``` This translates back to English as "The reason we chose to build a GPT is:".

To translate the given English text to simplified Chinese while keeping the HTML structure intact, you can use the following markup: ```html

$0 推理成本。使用 OpenAI 的 GPT，对开发者来说推理是免费的。您无需为输入和输出令牌支付费用 — 这些费用由最终用户的 ChatGPT 免费或 Plus 计划覆盖。这很可能是最具说服力的原因。

``` In this HTML snippet: - `

` tags are used to denote a paragraph. - English text is translated to simplified Chinese directly within the `

` tags. - Variable placeholders and the original structure of the English sentence are maintained. This structure ensures that the translated content is presented clearly in Chinese while preserving the intended formatting.

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

最终用户的熟悉度。ChatGPT 明显是最常用的消费者聊天机器人 — 我们认为如果 Heimdall 成为用户每天已经使用的聊天机器人的一部分，它将会得到更广泛的使用 — 而且学习曲线更低。

``` This HTML snippet contains the translated text in simplified Chinese, structured similarly to the original English sentence.

Certainly! Here is the HTML structure with the translated text in simplified Chinese: ```html

我们认为建设起来会更容易更快。我们假设完全不必担心用户界面将大大缩短我们进入生产的时间。这个假设在很大程度上是正确的，但所节省的时间并不值得用户体验更差。

``` In this HTML snippet: - `

` tags are used to enclose the translated text, representing a paragraph in HTML structure. - The translated text is placed inside the `

` tags and is in simplified Chinese as requested.

Sure, here's how you can write "It sucked because:" in simplified Chinese, while keeping the HTML structure intact: ```html

因为它糟糕：

``` This HTML code will display the translated text "因为它糟糕：" in simplified Chinese.

Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure: ```html

GPT 不断要求最终用户批准与 Heimdall 服务器通信。即使最终用户选择了“始终允许”。

``` This HTML snippet will display the translated text in simplified Chinese within a paragraph (`

`) element.

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html 每次询问AI助手问题后都必须点击“确认”，是一种不好的体验。 ``` This HTML snippet retains the original structure while presenting the translated text in simplified Chinese.

Certainly! Here's the translated text in simplified Chinese while maintaining the HTML structure: ```html

OAuth体验不够流畅，特别是在移动设备上。

```

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

  有时候第一次尝试不起作用。但第二次尝试可能会成功。

  ``` In this HTML snippet: - `

  ` denotes a paragraph element, maintaining the structure of the text. - The simplified Chinese text inside `

  ` translates the English text provided.

• Sure! Here's the HTML structure with the translated text in simplified Chinese: ```html

  有时用户从ChatGPT移动应用程序触发它，但在OAuth完成后会重定向到他们浏览器中的Web应用程序。

  ``` This HTML snippet contains the translated text: "有时用户从ChatGPT移动应用程序触发它，但在OAuth完成后会重定向到他们浏览器中的Web应用程序。"

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html 在桌面版上，它生成的链接无法正常工作。每当用户想要连接新的数据源或推送最近的活动数据时，GPT会向一个动作发送API请求，该动作会响应一个链接。然后将该链接呈现给用户，引导他们进入Heimdall连接屏幕。 ``` This HTML structure preserves the formatting and allows the translated text to be integrated into a web page.

Sure, here's how you could structure the HTML text in simplified Chinese: ```html

在桌面端链接从未可点击，但在移动端可以工作。为了解决这个问题，我们指示它始终以两种方式呈现 URL：作为 QR 码（由 matplotlib 生成）和可点击链接。

``` This HTML structure retains the original meaning while presenting the text in simplified Chinese.

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

另外，据我们所知，目前没有真正的方法可以从您的应用程序直接将用户重定向到特定对话（OAuth 流程之外）。用户需要自行找到该对话，并在完成数据更新过程后通知聊天机器人。

``` This HTML code preserves the structure while presenting the translated text in simplified Chinese.

To translate the given English text to simplified Chinese while keeping the HTML structure intact, you can use the following code snippet: ```html

解决方案：我们已经几乎完全从头开始构建 Heimdall v2，并且它不会是一个 OpenAI GPT。预计将在不到两周内发布。

``` This HTML structure includes a paragraph (`

`) tag to wrap the translated text. The translated text in simplified Chinese is: **解决方案：我们已经几乎完全从头开始构建 Heimdall v2，并且它不会是一个 OpenAI GPT。预计将在不到两周内发布。** This translates back to English as: **Solution: We're already building Heimdall v2 almost entirely from scratch, and it's not going to be an OpenAI GPT. This should be out in less than two weeks.**

Sure, here's how you can structure the HTML while including the simplified Chinese translation: ```html

Subscribe to our newsletter to get notified when this happens.

订阅我们的通讯以便在此事件发生时收到通知。

``` In this HTML snippet: - The English text "Subscribe to our newsletter to get notified when this happens." is preserved in its original structure. - The Chinese translation "订阅我们的通讯以便在此事件发生时收到通知。" is added immediately after, maintaining the same structural placement within the HTML document.

Sure, here is the translation of "This time, we’ll be building with:" in simplified Chinese, while maintaining the HTML structure: ```html 这次，我们将会使用： ``` In this HTML snippet: - `` is used to define a section of text. - `lang="zh-CN"` specifies the language as simplified Chinese. - The Chinese text "这次，我们将会使用：" translates to "This time, we’ll be building with:".

• Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html

  Vercel的AI Chatbot SDK：这是一个开源的Next.js聊天机器人预配置，可集成到任何LLM中，具备完整且灵活的UI（使用shadcn/ui构建），工具使用等等。这使我们能够快速移动，而无需受限于Open AI的GPTs，如多次确认请求、不可点击的链接和OAuth难题。

  ``` In this translation: - **Vercel的AI Chatbot SDK** translates to "Vercel的AI Chatbot SDK". - **Next.js** remains "Next.js" as it is a name. - **LLM** is transliterated as "LLM". - **shadcn/ui** is kept in English within parentheses due to its technical nature. - **Open AI’s GPTs** is translated as "Open AI的GPTs". - Specific technical terms and names are preserved in English for clarity and recognition within the context of the HTML structure.
• Certainly! Here's the translation of the provided English text into simplified Chinese, keeping the HTML structure intact: ```html

  GPT-4o mini（通过OpenAI的API）：我们看到了强有力的证据表明，GPT-4o mini有能力取代GPT-4o。看起来，我们实施的所有优化，比如冗长和大量的表格，实际上“降低了”LLM的智能水平。虽然GPT-4o mini并非免费推理 —— 但价格非常便宜（每百万输入标记15美分，每百万输出标记60美分）。

  ``` This HTML structure ensures that the translated text is presented properly within a web context while maintaining the formatting.

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

甘道夫SDK的挑战

``` This HTML code will display "甘道夫SDK的挑战" as a heading in your web page, which translates to "Challenges with Gandalf's SDK" in English.

Certainly! Here's the translated text in simplified Chinese within an HTML structure: ```html

在构建 Heimdall（以及 whoami.tv）时，我们获得的一个重要见解是，我们不应该需要计算聚合数据，比如用户在不同类别或城市的总花费，或者他们在 Netflix 上喜爱的流派。这些针对每个用户的聚合统计数据看起来像是一个常见的需求，应该集成到 Gandalf 的 API 中，而不是让每个开发者自行决定如何高效快速地处理这些数据。

``` This HTML snippet contains the translated text in simplified Chinese, maintaining the basic structure of an HTML paragraph (`

` tag).

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

解决方案：本次迭代，我们将用户个人聚合统计数据集成到甘道夫 API 中。通过单个 API 请求，开发者将能够回答诸如：

• • Certainly! Here's the translation of "What’s the user’s average spend on 'Health and Household' items on Amazon?" in simplified Chinese, while keeping the HTML structure: ```html

    用户在亚马逊上购买“健康与家居”类商品的平均花费是多少？

    ``` This HTML snippet preserves the original structure of the text while providing the translation in simplified Chinese.
  • Certainly! Here's the translation of the phrase "Which YouTube channel did they watch most frequently last month?" into simplified Chinese, while maintaining HTML structure: ```html

    他们上个月最频繁观看的YouTube频道是哪一个？

    ```

  Certainly! Here's the translation in simplified Chinese while keeping the HTML structure: ```html

  …和类似的查询。

  ```

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

  我们还将“扩展数据”直接整合到甘道夫API中。以前，开发人员必须依赖外部API来获取有关最终用户活动主题的更多信息。例如，要了解用户正在观看的电视节目的流派或演员阵容，或者获取他们在亚马逊购买的产品的详细信息，开发人员需要另一个数据源。几周后，这将不再是必要的。

  ``` This HTML snippet contains the translated text in simplified Chinese, maintaining the original structure.

  Certainly! Here is the HTML structure with the translated text in simplified Chinese: ```html

  订阅我们的通讯，以便在此功能上线时收到通知！

  ``` In this structure: - `

  ` denotes a paragraph in HTML. - `订阅我们的通讯，以便在此功能上线时收到通知！` translates to "Subscribe to our newsletter to get notified when this is live!"

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

  That’s all, folks. We’d love to hear your questions, suggestions for improvements, or even your own AI building stories.

  ``` Translated into simplified Chinese: ```html

  就是这样啦，朋友们。我们很乐意听取你们的问题、改进建议，甚至是你们自己的人工智能开发故事。

  ``` This HTML snippet keeps the structure intact while providing the translated text in simplified Chinese.