Just-In-Time Agent Memory with Runtime Agentic Research
cs.CL, cs.AI, cs.IR, cs.LG
Submitted: 2026-09-28
Updated: 2026-09-28
Code: https://github.com/VectorSpaceLab/general-agentic-memory
Terminology
Sources
- M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- LightMem: Lightweight and Efficient Memory-Augmented Generation
- Memory in the Age of AI Agents
- Deep Research Agents: A Systematic Examination And Roadmap
- LongCodeBench: Evaluating Coding LLMs at 1M Context Windows
- Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
- NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
- Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
- A-MEM: Agentic Memory for LLM Agents
- Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
- MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
- Mem-T: Densifying Rewards for Long-Horizon Memory Agents
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