fix: modify AI chat and resource

[lu-yg]

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• Bugfix
• Feature
• Code style update (formatting, local variables)
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Background and solution

What is the current behavior?

Issue Number: N/A

What is the new behavior?

Does this PR introduce a breaking change?

• Yes
• No

Other information

[coderabbitai]

Caution

Review failed

The head commit changed during the review from 4d7848b to 380d954.

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