doc: update user manual.

[hjxilinx]

doc: update user manual.

Checklist

Please check the items in the checklist if applicable.

• Is the user manual updated?
• Are the test cases passed and automated?
• Is there no significant decrease in test coverage?

[gemini-code-assist]

Summary of Changes

Hello, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

此拉取请求主要旨在更新和优化用户手册，特别是关于 TDgpt 和高级分析功能的文档。通过调整文件路径和更新内容，提高了文档的组织性和准确性，确保用户能够更清晰地理解和使用相关功能，并提供了部署 TDgpt 服务的关键指引。

Highlights

• 文档目录重构: 重构了 TDgpt 文档的目录结构，将原有的 '09-dev' 路径调整为 '06-dev'，并更新了 FAQ 文件的编号，以优化文档的组织和导航。
• 高级分析文档更新: 更新了高级分析功能的相关文档，包括修正了部分描述性文本，并新增了关于部署 TDgpt 服务的关键指引，以提高文档的准确性和实用性。
• 文本细节修正: 修正了时序基础模型调用文档中的一处标点符号，以提升文本的规范性。

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Changelog

• docs/zh/06-advanced/06-TDgpt/06-faq.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/07-faq.md。
• docs/zh/06-advanced/06-TDgpt/09-dev/02-algo/02-forecast.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/06-dev/02-algo/02-forecast.md。
• docs/zh/06-advanced/06-TDgpt/09-dev/02-algo/03-ad.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/06-dev/02-algo/03-ad.md。
• docs/zh/06-advanced/06-TDgpt/09-dev/02-algo/index.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/06-dev/02-algo/index.md。
• docs/zh/06-advanced/06-TDgpt/09-dev/03-ml/index.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/06-dev/03-ml/index.md。
• docs/zh/06-advanced/06-TDgpt/09-dev/04-tsfm/index.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/06-dev/04-tsfm/index.md。
• docs/zh/06-advanced/06-TDgpt/09-dev/index.md
  • 文件被重命名为 docs/zh/06-advanced/06-TDgpt/06-dev/index.md。
• docs/zh/06-advanced/08-Advanced-Analysis/02-forecast/10-tsfm.md
  • 修正了文本中的一处标点符号。
• docs/zh/06-advanced/08-Advanced-Analysis/index.md
  • 移除了 'toc_max_heading_level' 配置。
  • 添加了 'description' 元数据。
  • 更新了高级分析功能的描述文本。
  • 新增了关于部署 TDgpt 服务的提示信息。

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[gemini-code-assist]

Code Review

这个 PR 主要更新了用户手册，包括一些文件路径的重命名和内容的微调。我发现了一些小问题：

1. 在一个 Python 代码示例中，错误日志里引用的变量名有误。
2. 一个 Markdown 文件中的链接因为文件重命名而失效了。
3. 一处文档描述中存在一个错别字。
   我已经就这些问题提出了具体的修改建议。

_{Note: Security Review has been skipped due to the limited scope of the PR.}