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Deduplication

2 articles about deduplication.

From 800 Redundant Lines to 30 Curated Pointers - Memory Deduplication in AI Agents

March 18, 2026·2 min read

AI agent memory files grow bloated fast. UPSERT over INSERT transforms 800 redundant memory lines into 30 high-signal curated pointers.

memory-managementdeduplicationai-agentsupsertknowledge-management

Open Source AI Memory Storage - The Deduplication Challenge

March 18, 2026·2 min read

Building deduplicated memory storage for AI agents is harder than it looks. The real challenge isn't storing memories - it's knowing when two memories are

ai-memorydeduplicationopen-sourceknowledge-managementembeddings

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