fix: backport knowledge-agents 24.08 changes to versioned folder. #1034
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Description
Companion PR to #1006 in order to sync the versioned folder of the knowledge agents kit 24.08 with its main version.
Pre-review checks
DEPs are outdated already in the main branch. Did not do any changes to the modules.
Please ensure to do as many of the following checks as possible, before asking for committer review: