EnSIMem: Entity-Structured Indexing for Long-Term Agent Memory
cs.AI, cs.CL
Submitted: 2026-09-23
Updated: 2026-09-27
Code: https://github.com/RamonMeng/EnSIMem
Terminology
Sources
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
- From Local to Global: A Graph RAG Approach to Query-Focused Summarization
- G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
- GRAG: Graph Retrieval-Augmented Generation
- HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
- Memory OS of AI Agent
- MemGPT: Towards LLMs as Operating Systems
- Structure-Augmented Reasoning Generation
- Zep: A Temporal Knowledge Graph Architecture for Agent Memory
- DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing
- Voyager: An Open-Ended Embodied Agent with Large Language Models
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
- Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity
- A-MEM: Agentic Memory for LLM Agents
- Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
- MemoryBank: Enhancing Large Language Models with Long-Term Memory
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