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。
active 2025-12-24 → 2026-08-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 228 days from 2025-12-24 to 2026-08-08. Pushes: 76 total, peak 9 in a day. Pull requests: 26 total, peak 4 in a day. Issues: 3 total, peak 1 in a day. Comments: 1 total, peak 1 in a day. Stars: 233 total, peak 20 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| CSLiuPeng | 69 | 66 | 1 | 0 |
| hush-cd | 4 | 4 | 0 | 0 |
| TaoZhen1110 | 3 | 3 | 0 | 0 |
| ozzzp | 2 | 0 | 2 | 0 |
| 7xuanlu | 2 | 0 | 2 | 0 |
| Magnicord | 2 | 0 | 2 | 0 |
| Timing04 | 2 | 2 | 0 | 0 |
| Robot2050 | 2 | 0 | 2 | 0 |
| strangeadvancedmarketing | 1 | 0 | 0 | 1 |
| RerankerGuo | 1 | 0 | 1 | 0 |
| AaronWGoh | 1 | 0 | 1 | 0 |
| GerritRoska | 1 | 0 | 0 | 0 |
| JDDavenport | 1 | 0 | 1 | 0 |
| nicoloboschi | 1 | 0 | 1 | 0 |
| wangjiake | 1 | 0 | 1 | 0 |
| Ch1ldKing | 1 | 0 | 1 | 0 |
| samvallad33 | 1 | 0 | 1 | 0 |
| singularityjason | 1 | 0 | 0 | 0 |
| Kev1nnn | 1 | 0 | 1 | 0 |
| EternityJune25 | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#123Yohjisakamoto2026-07-16 20:50
- Pull request#113JDDavenport2026-07-04 20:26
- Pull request#80samvallad332026-06-26 20:57
- Pull request#76jaylfc2026-06-22 02:41
- Pull request#67RerankerGuo2026-06-03 10:37
- Pull request#59RunMarshal2026-05-20 01:22
- Pull request#49Magnicord2026-04-28 01:19
- Pull request#48CSLiuPeng2026-04-27 08:24
- Pull request#46Magnicord2026-04-27 07:51
- Pull request#447xuanlu2026-04-27 03:09
- Pull request#447xuanlu2026-04-27 00:01
- Pull request#42AaronWGoh2026-04-22 21:37
- Pull request#41tunshusama2026-04-21 08:35
- Pull request#39theihtisham2026-04-19 19:59
- Issue#25CSLiuPeng2026-04-18 07:56Add ToolPipe: 120+ Free Developer APIs & MCP Server
- Pull request#37Ch1ldKing2026-04-18 07:54
- Pull request#32Pearl-Face2026-04-13 02:41
- Pull request#33EternityJune252026-04-10 03:38
- Issue#25GerritRoska2026-04-03 23:48Add ToolPipe: 120+ Free Developer APIs & MCP Server
- Pull request#24nicoloboschi2026-03-31 08:36
- Pull request#16Xiao-moj2026-03-17 02:53
- Pull request#13wangjiake2026-03-10 03:07
- Pull request#12Robot20502026-03-09 06:45
- Pull request#11Robot20502026-03-09 03:49
- Issue comment#10strangeadvancedmarketing2026-03-08 19:25Add Adam Framework: 5-layer persistent memory for local AI agents
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 233 stars here means stars gained during the window, not the repo's star count.