facebookresearch/RAM

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

Teaching LLMs to reason in the Latent Space to precondition responses.

MemGen: Weaving Generative Latent Memory for Self-Evolving Agents

Memory Intelligence Agent

Official code for the paper "Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity"

[Up-To-Date] [TMLR 2026] Awesome Agent Memory Paper Resource