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EchoGuard

Knowledge Graph-powered memory framework for detecting manipulation in long-term AI conversations

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Research framework that uses Knowledge Graphs as episodic and semantic memory to identify manipulative communication patterns across extended dialogues. Solves LLM context window limitations and catastrophic forgetting through structured KG architecture. Designed for safety-critical applications requiring long-term conversational coherence and manipulation detection.

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frameworkmemoryragopen-sourceresearchmulti-agent