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Add LLM improvements (#3010)

* Remove some SICP notes

* Migrate more SICP notes to backend

* Migrate more SICP notes to backend

* Migrate remaining SICP notes to backend

* Update request body

* Update according to latest apis

* Simplify code

* Remove unused param

* Prefer types over interfaces

* Improve typing to prevent accidental mutation

* Memoize using `useCallback`

Also did some minor refactor for performance.

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Co-authored-by: Wang Yiwen <121547057+yiwen101@users.noreply.github.com>

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