[Chat]: Remove unnecessary step and update documentation

[TongLi3701]

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📝 What does this PR do?

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1. Define our internal data structure, and remove unnecessary steps (convert from Fastchat's format to our internal format)
2. Polish documentation
3. Code will be updated soon

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