feat: Add tool call output cache function in ChatAgent

[MuggleJinx]

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✨ Finishing touches

🧪 Generate unit tests (beta)

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• [ ] Commit unit tests in branch tool-cache-in-step

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[MuggleJinx]

Thanks @hesamsheikh, just updated accordingly!