[chore] Update docker/README.md documentation and fix links

[zhengkezhou1]

Summary

• Fix Markdown link syntax for build.sh.
• Correct docker/bash.sh usage examples to use proper image names and shortcuts.

[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!

This pull request focuses on improving the accuracy and readability of the Docker documentation. It addresses incorrect Markdown link formatting and updates command examples to ensure users can correctly interact with Docker images using the provided scripts.

Highlights

• Documentation Update: Fixed Markdown link syntax for the build.sh script in docker/README.md.
• Usage Example Correction: Corrected docker/bash.sh usage examples to accurately reflect proper image names and shortcuts.

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Changelog

• docker/README.md
  • Fixed Markdown link syntax for build.sh.
  • Updated docker/bash.sh usage examples to use Dockerfile.ci_cpu and ci_cpu for clarity and correctness.
  • Adjusted backtick formatting for Dockerfile references.

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[gemini-code-assist]

Code Review

This pull request fixes a broken markdown link and updates command examples in the Docker README. The changes are mostly correct, but I've found a couple of issues with the updated examples. One of the example commands uses an incorrect argument, and there's a minor formatting inconsistency in another part of the documentation. I've left specific suggestions to address these points.

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