docs: precede code snippet with standard sentence formatting

[srtaalej]

Summary

This PR precede code snippet with standard sentence formatting.

Category

• Document pages under /docs

Requirements

Please read the Contributing guidelines and Code of Conduct before creating this issue or pull request. By submitting, you are agreeing to those rules.

• I've read and understood the Contributing Guidelines and have done my best effort to follow them.
• I've read and agree to the Code of Conduct.
• I've run ./scripts/install_all_and_run_tests.sh after making the changes.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
⚠️ Please upload report for BASE (ai-apps@36ddda7). Learn more about missing BASE report.
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@            Coverage Diff             @@
##             ai-apps    #1386   +/-   ##
==========================================
  Coverage           ?   91.03%           
==========================================
  Files              ?      222           
  Lines              ?     7514           
  Branches           ?        0           
==========================================
  Hits               ?     6840           
  Misses             ?      674           
  Partials           ?        0           

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[zimeg]

@srtaalej LGTM! Thanks for a fast fix here!