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

使用本地运行的Llama3.1进行的个人财务人工智能应用

```

Certainly! Here's how you can write "Building a Personalized Investment Suggestion Tool Using Streamlit and Llama3" in simplified Chinese within an HTML structure: ```html

使用Streamlit和Llama3构建个性化投资建议工具

```

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

介绍

```

```html

Meta 最近发布了他们的 Llama 3.1 开源模型，这些模型被设计成强大而又易于开发者使用，适用于各种应用程序。这个项目是我展示如何快速在本地设置和运行 Llama 3.1 的尝试，突显在短时间内可以实现多少。看到这些开源 AI 模型的先进程度真是令人着迷。这也展示了我们个人电脑笔记本上的微处理器已经变得多么先进。例如，苹果的 M 系列芯片至少能够本地运行这些模型的 8B 参数版本，采用4位量化格式，我个人使用过并没有任何问题。

```

Certainly! Here's how you can structure your HTML while translating the text into simplified Chinese: ```html

这个解决方案绝非深思熟虑之作，代码也未达到生产就绪水平。它只是一个半成品项目，旨在展示如何快速创建最小可行产品（MVP）。希望希望通过这些开源工具，创始人们可以解决利用人工智能解决问题。我希望能够激发更多人对这些进步感到兴奋，并激励他们去实现自己的项目。

``` In this HTML structure: - The `` tags define the character set and viewport settings. - The `

Step-by-Step Workflow:

逐步工作流程：

``` In this example: - `

Step-by-Step Workflow:

` represents the heading in English. - `

逐步工作流程：

` represents the translation in Simplified Chinese.

1. Certainly! Here's how you can write "User Input" in simplified Chinese within an HTML structure: ```html 用户输入 ``` In this example: - `` is used to enclose the text, assuming you want it inline. - "用户输入" is the translation for "User Input" in simplified Chinese characters.
2. ```html

   用户界面：用户通过基于Streamlit的网络界面进行交互，输入其财务细节，如收入、年龄、婚姻状况、风险偏好、固定月度支出、储蓄、负债和投资目标。

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

   输入小部件：Streamlit 提供了各种小部件（例如数字输入、单选按钮、选择框等），以结构化方式收集这些详细信息。

   ``` In this structure: - `

   ` denotes a paragraph tag in HTML. - The Chinese text provided is the translation of "Input Widgets: Streamlit provides a variety of widgets (e.g., number inputs, radio buttons, select boxes) to collect these details in a structured manner."

Certainly! Here's the translation in simplified Chinese while maintaining the HTML structure: ```html 2. 数据收集 ``` This HTML snippet will display "2. 数据收集" in simplified Chinese.

• Sure, here's the text translated to simplified Chinese while keeping the HTML structure: ```html 组织输入：已收集的数据被结构化和格式化为 Llama 3.1 能够有效处理的提示。 ``` In this translation: - `` is used to mark the inline text. - Chinese characters are used for the translated text. - The structure of the original sentence is maintained within the HTML context.
• Certainly! Here's the translation of the English text into simplified Chinese while keeping the HTML structure: ```html

  提示创建：将财务细节编制成自然语言提示，确保包含AI模型处理所需的所有相关信息。

  ```

Certainly! Here's the HTML structure with the text "Processing with Llama 3.1" translated into simplified Chinese: ```html

使用Llama 3.1进行处理

``` In this HTML snippet: - `

` is the paragraph tag for semantic structure. - `使用Llama 3.1进行处理` is the translated text, meaning "Processing with Llama 3.1" in simplified Chinese.

• Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html 发送提示：经过格式化的提示然后通过Llama 3.1模型处理。 ``` In this HTML snippet, the Chinese text "发送提示：经过格式化的提示然后通过Llama 3.1模型处理。" is included within `

  ` tags to maintain the structure.

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

  AI分析：Llama 3.1利用其自然语言理解能力分析提示，解释用户的财务状况、风险偏好和投资目标。

  ``` In this HTML snippet: - `

  ` tags are used to encapsulate the translated text, maintaining the structure of a paragraph in HTML. - The Chinese text is placed within the `

  ` tags, ensuring it is presented as a single paragraph. This ensures that the content is both structured correctly and displayed properly on a webpage.

• Certainly! Here is the translated text in simplified Chinese, keeping the HTML structure: ```html 生成建议：根据其分析，模型生成一组个性化的投资建议。这些建议可能包括特定的交易所交易基金（ETF）、债券、股票或其他符合用户风险承受能力和目标的投资工具。 ``` In HTML format, it would look like this: ```html

  生成建议：根据其分析，模型生成一组个性化的投资建议。这些建议可能包括特定的交易所交易基金（ETF）、债券、股票或其他符合用户风险承受能力和目标的投资工具。

  ``` This HTML structure ensures that the translated text appears as a paragraph (`

  ` tag) in the web page.

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

显示结果

``` In this HTML snippet, `

` tags are used to represent a top-level heading, which is typically used for main titles or headings in web pages.

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

  接收响应：由 Llama 3.1 生成的投资建议已经格式化并显示在前端。

  ``` In this HTML snippet: - `

  ` is used to enclose the text, assuming it's within a paragraph. - The Chinese text is the translated version of "Receiving the Response: The investment suggestions generated by Llama 3.1 are formatted and displayed on the frontend."

• Certainly! Here's how you can structure your HTML while translating the text to simplified Chinese: ```html

  互动反馈：用户可以查看建议，如有需要，调整其输入以获得更新的推荐。这一迭代过程帮助用户优化他们的投资策略。

  ``` In this HTML snippet: - `

  ` tags are used to enclose the translated text to denote a paragraph. - The simplified Chinese translation of the provided English text is inserted inside the `

  ` tags. Feel free to integrate this into your HTML structure as needed!

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

设置项目：

```

1. Certainly! Here is the translation of "Get Access to Llama 3.1 Models" in simplified Chinese, keeping the HTML structure: ```html 获取Llama 3.1模型访问权限 ``` This HTML snippet preserves the structure while displaying the translated text in simplified Chinese.

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

要开始，请通过填写 Meta AI 网站上的注册表格获取 Llama 3.1 模型的访问权限。注册后，将模型下载到您的本地系统。

``` In simplified Chinese, the translated text is: "要开始，请通过填写 Meta AI 网站上的注册表格获取 Llama 3.1 模型的访问权限。注册后，将模型下载到您的本地系统。"

Sure, here's the translation of "Download and Install Ollama" in simplified Chinese, while keeping the HTML structure intact: ```html 下载并安装 Ollama ```

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

接下来，从Ollama官网下载Ollama。按照网站提供的安装说明在您的系统上设置Ollama。

```

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

对于额外的指导，请参考这个有用的视频，展示如何在Mac本地下载和运行8b 4bit量化版本：如何在Mac上下载和运行Llama 3.1

``` In this HTML snippet, the translated text "对于额外的指导，请参考这个有用的视频，展示如何在Mac本地下载和运行8b 4bit量化版本：如何在Mac上下载和运行Llama 3.1" corresponds to "For additional guidance, you can refer to this helpful video showcasing how to download and run the 8b 4bit quantized version locally on a Mac: How to Download and Run Llama 3.1 on Mac" in English.

Sure, here's how you would write "Clone the Project Repository" in simplified Chinese within an HTML structure: ```html 克隆项目存储库 ``` This HTML snippet maintains the structure while providing the translation of the text.

git clone https://github.com/adityachavan198/finwiz.git 

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

4. 跟随 readme 中的步骤设置并运行项目。

``` This HTML snippet maintains the structure while presenting the translated text "Follow the steps in the readme for setup and run the project" in simplified Chinese.

Sure, here's how you can write "Demo Video:" in simplified Chinese within an HTML structure: ```html 演示视频： ``` This HTML snippet will display "演示视频：" which means "Demo Video:" in simplified Chinese.

Sure, here's how you could structure it in HTML while keeping the content in simplified Chinese: ```html

未来展望

``` In simplified Chinese, "Future Scope" translates to "未来展望" (Wèilái Zhǎnwàng). This HTML snippet ensures the translation is displayed correctly on a web page.

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

尽管这个项目解决了一个非常重要的问题，但目前的形式非常基础。这个项目的范围是快速展示如何在本地使用这些开源模型并进行设置。然而，还有许多改进和扩展的空间，可以使建议更加个性化和复杂化。一些可能的改进包括：

``` This HTML snippet contains the translated text and can be directly inserted into an HTML document while maintaining its structure.

1. Sure, here's the translated text in simplified Chinese, keeping the HTML structure: ```html 使用LangChain进行在线搜索功能：为AI LLM模型提供浏览互联网以获取实时数据的能力，将确保投资建议基于可获得的最新信息。 ``` This HTML structure preserves the text while allowing it to be displayed in a web context, with the translated Chinese text inserted.
2. Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure: ```html 添加检索增强生成的更多上下文：通过整合更多用户数据和记忆来增强模型，从而使建议更加个性化和具有上下文意识。 ``` This HTML code preserves the structure for embedding or displaying the translated text in a web context.
3. Certainly! Here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html 开发自定义代理和工具：创建并整合自定义代理和工具，可以产生更专业和准确的投资建议，甚至实现自动化操作。 ``` In this HTML snippet, the translated Chinese text is enclosed within `` and `` tags to maintain the structure.

Sure, here's the text translated into simplified Chinese while keeping the HTML structure intact: ```html 通过实施这些增强措施，该应用程序可以进化为更先进和更有效的个性化财务规划和投资建议工具。 ``` In HTML, it would look like this: ```html

通过实施这些增强措施，该应用程序可以进化为更先进和更有效的个性化财务规划和投资建议工具。

``` This translation preserves the meaning of the original English sentence while expressing it in simplified Chinese.

Certainly! Here's how you can write "Conclusion" in simplified Chinese within an HTML structure: ```html 结论 ``` In this example, `` and `` are used to maintain the HTML structure while displaying the text "结论", which means "Conclusion" in simplified Chinese.

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

通过这个项目，我的意图是探索一些先进的开源AI模型，并尝试使用它们。我还想看看将它们设置并在本地运行有多容易。像Ollama这样的发展，设置并在本地运行非常迅速。模型生成的输出非常令人印象深刻。Ollama可以用于其他几个开源模型，如Llama 3.1、Phi 3、Mistral和Gemma 2。

``` This HTML snippet contains the translated text in simplified Chinese, maintaining the structure suitable for web content.

```html

对于那些有兴趣深入了解的人，整个源代码都可以在 GitHub 上找到。欢迎探索、克隆和实验。GitHub 仓库包含完整的代码库，以及在本地设置项目的详细说明。

```

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

您的反馈对我们非常宝贵！如果您有建议、错误报告或改进意见，请在 GitHub 上创建一个问题。

``` In this HTML snippet: - `

` is the paragraph tag for structuring the text. - The Chinese text translates to: "您的反馈对我们非常宝贵！如果您有建议、错误报告或改进意见，请在 GitHub 上创建一个问题。" - "您的反馈对我们非常宝贵！" means "Your feedback is invaluable to us!" - "如果您有建议、错误报告或改进意见，请在 GitHub 上创建一个问题。" means "If you have suggestions, bug reports, or ideas for improvement, please create an issue on GitHub." This HTML snippet preserves the structure while displaying the translated message in Chinese.

Sure, here's how you can write that in simplified Chinese while keeping the HTML structure intact: ```html 如果你已经读到这里，感谢你在这篇文章中花费的时间和对它的兴趣！ ``` In HTML context: ```html 如果你已经读到这里，感谢你在这篇文章中花费的时间和对它的兴趣！ ```

Certainly! Here's the translation in simplified Chinese, while maintaining the HTML structure: ```html Connect with me on 领英! ``` In this HTML snippet: - `领英` specifies the text "领英" (LinkedIn) in simplified Chinese. This way, the original text "Connect with me on LinkedIn!" is translated appropriately into simplified Chinese, suitable for display in a web context.