SDE2 @Procedure

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Alagappan Nachiappan • Peerlist

<h3>Memory Soda: A Self-Hostable Memory Layer for AI Agents</h3>Memory Soda is a POC that provides a memory layer to enhance AI agents' capabilities. It focuses on storing and retrieving information crucial to maintaining context and consistency in conversations over time.<ul><li>Intelligent Storage: Memory Soda processes conversations, identifying statements worth retaining, resolving them against existing knowledge, and preparing prompt-ready text for subsequent model calls.</li><li>Multi-Layered Memory: Memory Soda utilises three layers of memory:<ul><li>Working Memory: A live conversation window that is automatically compacted.</li><li>Episodic Memory: Summaries of conversation segments, with provenance for each fact.</li><li>Semantic Memory: Durable subject-predicate-object facts with associated time windows, enabling precise retrieval and handling of contradictions.</li></ul></li><li>Transparent Pipeline: A bundled playground visualises every request, extracted triple, and contradiction verdict, offering full transparency into the memory process.</li></ul>Memory Soda is currently pre-1.0 and in early development, with known limitations documented for users.

Memory Soda

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