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Indium — 3 Agent Memory Models for Long Context Reasoning in 2026

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2026-06-05

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2026-06-05 / SKILLSTier agent memory into working / episodic / semantic with compression for ~90% storage reductionA three-tier memory design keeps a small working memory (4–8K tokens), compresses finished interactions into discrete episodic memories at ~90% storage reduction, and distills recurring patterns into semantic memory. Retrieval routes by recency — temporal indexing for recent episodes, vector search for older ones — which beats a single flat vector store on temporal (+29.6) and multi-hop (+23.1) queries.

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