Ebbinghaus Python Packages

yourmemory

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

memory-middleware

BalancedMultiDimensionMemory — a LangGraph AgentMiddleware for LLM long-term memory: Ebbinghaus decay, RAG staging, ▎ incremental user profiles. Offline-ready, tested, benchmarked.

pyllusion

A Parametric Framework to Generate Visual Illusions using Python

memorylens-bench

The open-source benchmark for LLM memory decay. Measure how Naive, RAG, Chunked RAG, Cascading, and SummaryMemory degrade over 100 conversation turns. Ebbinghaus forgetting curves, 5-provider LLM eval, multi-seed CI. No API key needed.