[DOC] fix: add github link and update discord invite link #2387
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Description of changes
Updates docs to:
Test plan
previewed the markdown locally and links worked.
Documentation Changes
Are all docstrings for user-facing APIs updated if required? Do we need to make documentation changes in the docs repository?
n/a didn't update these