ashita-ai/engram

A memory system for AI applications that preserves ground truth, tracks confidence, and prevents hallucinations.

Implements a sophisticated multi-modal memory retrieval system that unifies episodic, structured, semantic, procedural, and working memory types with advanced features like negation filtering, multi-hop reasoning via related_ids, MMR diversity reranking, and context-aware scoring.

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