confluence-vectorless-ragRAG SystemsSearchKnowledge & Memorypiter5285Alicense-qualityCmaintenanceEnables querying Confluence documents through agentic reasoning over hierarchical document trees, replacing vector similarity with structural navigation. Updated 2 months ago (2026-06-22 17:53 UTC)Apache 2.0