结合知识库管理的 多租户 Agent Harness 平台。 An agent harness that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain v1 + Vue + FastAPI, support DeepAgents、MinerU PDF、Neo4j 、MCP.
active 2026-03-26 → 2026-08-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 136 days from 2026-03-26 to 2026-08-08. Pushes: 124 total, peak 6 in a day. Pull requests: 8 total, peak 2 in a day. Issues: 27 total, peak 3 in a day. Comments: 69 total, peak 12 in a day. Stars: 131 total, peak 7 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 |
|---|---|---|---|---|
| xerrors | 154 | 119 | 1 | 21 |
| Copilot | 30 | 3 | 1 | 21 |
| supreme0597 | 8 | 0 | 3 | 3 |
| KashingLiu | 7 | 0 | 0 | 5 |
| DSYZayn | 4 | 0 | 1 | 1 |
| szmadd | 4 | 0 | 1 | 1 |
| MengProject-923 | 4 | 0 | 0 | 4 |
| chatgpt-codex-connector[bot] | 3 | 0 | 0 | 2 |
| Awei-996 | 3 | 0 | 0 | 0 |
| github-actions[bot] | 3 | 0 | 0 | 2 |
| enddywu | 3 | 0 | 0 | 1 |
| gemini-code-assist[bot] | 2 | 0 | 0 | 0 |
| Yuchuan925 | 2 | 2 | 0 | 0 |
| xiangfei258 | 2 | 0 | 0 | 2 |
| liuyunfeng2017 | 2 | 0 | 0 | 1 |
| Gal0nYu | 2 | 0 | 0 | 1 |
| yephm | 2 | 0 | 0 | 2 |
| hellocc | 2 | 0 | 0 | 0 |
| icaiyu | 1 | 0 | 0 | 1 |
| tianlinzx | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#662xerrors2026-07-05 04:50Question: LightRAG-查看原文问题
- Issue comment#411icaiyu2026-06-26 02:23Question: 在做智能对话时，报了关于ascii的错误
- Issue comment#769xiangfei2582026-06-18 05:01feat(knowledge): 新增 query_keywords 工具，基于关键词命中的 BM25 检索
- Issue comment#760xiangfei2582026-06-13 04:54fix: 修复 HTML 预览 iframe 高度导致的侧边裁切与全屏白边
- Issue comment#749supreme05972026-06-10 03:07feat(mcp): 支持动态鉴权连接管理并优化运行态稳定性
- Issue comment#711liuyunfeng20172026-06-02 05:44Feat: 新创建的智能体能不能给用户或角色授权
- Pull request#740octo-patch2026-06-01 17:53
- Pull request#731supreme05972026-05-25 10:57
- Pull request#726supreme05972026-05-25 09:38
- Issue comment#707supreme05972026-05-25 01:28Feat: 支持定时任务功能（自动化）
- Issue comment#697supreme05972026-05-22 01:09RFC: 关于知识库与信息源的架构设计
- Issue comment#697xerrors2026-05-22 00:47RFC: 关于知识库与信息源的架构设计
- Pull request#703Copilot2026-05-16 05:10
- Issue comment#702xerrors2026-05-16 03:56Feat: 聊天页面添加的文档附件能实现通过MinerU转化为markdown吗
- Issue#702zgpnuaa2026-05-16 03:06Feat: 聊天页面添加的文档附件能实现通过MinerU转化为markdown吗
- Issue#696liuyunfeng20172026-05-14 06:14对话框配置模型检查超时
- Pull request#695supreme05972026-05-14 05:42
- Issue comment#685xerrors2026-05-11 11:37Question: 能不能去掉无用输出，排错太麻烦了
- Issue comment#681llfourever2026-05-11 09:26Question: lightrag知识库文件入库的时间很长
- Issue#681xerrors2026-05-09 01:34Question: lightrag知识库文件入库的时间很长
- Issue#681xerrors2026-05-09 01:34Question: lightrag知识库文件入库的时间很长
- Issue comment#676yephm2026-05-06 04:45Startup:
- Issue comment#676yephm2026-05-06 04:34Startup:
- Pull request#668xerrors2026-05-04 02:51
- Issue#673xerrors2026-05-04 01:20Error: 存在身份认证绕过漏洞
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 131 stars here means stars gained during the window, not the repo's star count.