IAAR-Shanghai/Awesome-AI-Memory resource
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。 observed · 2026-09-03
Health v2 · maintenance only
61/100
- Activity 100
- Release rhythm 35
- Longevity 19
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 275
- days_rel: n/a
- days_push: 0
- n_releases_24m: 0
Adoption not part of the score
1196 stars · 127 forks observed · 2026-09-03
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated, continuously updated knowledge base (awesome list) on AI memory for LLMs and agents, collecting research papers, frameworks, benchmarks, and system design practices. It covers long-term memory, retrieval, reasoning over time, and memory-native system design.
Use cases
- find research papers on llm long-term memory
- learn how agent memory systems work
- compare memory frameworks for llm agents
- find benchmarks for evaluating ai memory systems
- research memory-augmented language models
- design a memory system for a chatbot
- keep up with the ai memory research landscape
When to choose
- you need a curated survey of papers, tools, and benchmarks on LLM/agent memory
- you are researching memory-augmented models or long-term memory architectures
- you want a starting point to discover memory frameworks and implementations
When to avoid
- you need a production memory system rather than a reference list
- you are looking for general RAG or context-window techniques unrelated to memory
- you need runnable software rather than curated links and papers
Facets
learning-resource · maturity active
rag nlp agent-framework documentation large-language-models awesome-lists tutorials python awesome-list llm-memory agent-memory long-term-memory memory-systems curated-papers survey ai-agents retrieval-augmented-generation natural-language-processing
1 source
- readme: https://github.com/IAAR-Shanghai/Awesome-AI-Memory · fetched 2026-09-03 · c88524e69193
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| IAAR-Shanghai/Awesome-AI-Memory | main | 61 |
For agents
markdown · JSON · MCP: product_card(name="IAAR-Shanghai/Awesome-AI-Memory")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem