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[DOC] Add agentic memory retention policy documentation #12854

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@AirFunnyB

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  • Request a change to existing documentation
  • Add new documentation
  • Report a technical problem with the documentation
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Tell us about your request. Add documentation for the memory retention policy feature in ML Commons. Covers retention_policy configuration (retention_days, max_count), pinned field, the background retention job, cluster settings, and admin defaults. Draft PR: #12825

Version: 3.8

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Backlog - DEVDeveloper assigned to issue is responsible for creating PR.v3.8.0

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