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用 OpenClaw 把单细胞分析接到手机:一个随身科研助手的实践

用 OpenClaw 把单细胞分析接到手机:一个随身科研助手的实践
AI时代的科研人
Start of OpenClaw(小龙虾)
一起探索 AI 如何改变生信分析,从工具到实践

这个系列持续更新中,从尝试画富集图到,做一套基础单细胞分析,和多样本的挑战。

全网最火的 OpenClaw“小龙虾”来了,我养了一只,它现在帮我跑生信!

高效科研新突破: Openclaw (小龙虾) 做单细胞分析,1小时内从零到完成PBMC标准分析

高效科研新突破: Openclaw (小龙虾) 做单细胞分析,1小时内从零到完成PBMC标准分析 (二)细胞注释图

Openclaw | 小龙虾挑战多样本单细胞分析实战, 帮你测评最新AI热点

目前类似方向的工具也在快速出现,比如:ClawBio / GeneBio / bioClaw / hermes agent 等等,后面我会逐个做实测对比

今天先来看看怎么进行聊天工具的接入Openclaw和效果展示。

精彩在最后!

0

前言

用了一段时间之后,我发现一个更现实的问题: 

它还是“在电脑里”。很多时候:在外面、在开会、在通勤。你根本不在电脑前。

这时候就会很尴尬:想查一个结果、想跑一个简单分析、想让它解释一下数据必须等回到电脑。

所以我做了一件事:

把 OpenClaw 接到了手机聊天工具里

现在的使用方式变成:在手机里直接说一句话“小龙虾,帮我看一下这批数据的细胞类型分布”或者:“帮我解释一下这个 DEG 结果”

几分钟后,结果直接回到手机里。

这时候它不再只是一个“工具”,而是:真正的随身科研助手。

因为整体操作步骤比较多,这里先帮大家梳理一下核心配置思路

整个接入流程可以拆成 4 个关键步骤:

1️⃣ 在 OpenClaw 中配置 channel(也就是手机聊天工具)

2️⃣ 在对应聊天工具的开放平台完成接入配置(包括权限、应用创建等)

3️⃣ 在 OpenClaw 侧与聊天工具 App 进行配对(通过配对码完成绑定)

4️⃣ 完成接入,开始使用

为了方便大家理解,后面会按「0 → 1 → 2 → 3 → 4」的顺序逐步展开,每一步对应一个关键环节。

一些细节(比如权限配置、踩坑点等)这里先不展开,后面可以再单独细讲。

如果你也在做类似的接入,欢迎留言交流~

1

小龙虾后台配置

用openclaw config 命令, 然后选到Channels 改变。这里给到的选择是多样化的, 可以选一个合适的方式。

通常需要的配置有APP_ID, APP_SECRET  API_URL等,是在第二步拿到的。

2

平台配置

平台侧的配置以建立APP / 应用,并且配置权限等,拿到APP_ID, SECRET等之后再反回来到小龙虾的命令行写到到第一步的操作中。

然后重启gateway 用命令 openclaw gateway restart

3

配对

当手机端弹出配对列表后我们到小龙虾后台做通过的操作。

通过命令 openclaw pairing list 来看设备列表:

然后用 openclaw paring approve 命令来通过。

4

查看效果

来检验最终效果哦!

1. 先来个最简单的问天气吧

2. 问问之前项目情况,看上去它不知道做了什么项目,原因是在后台看到是用了不同的对话,手机接入单独开了对话,所以给它点提示吧:

3. 提示了项目目录后,它进行了扫描和归纳,感觉还不错哦:

4. 尝试一下查看项目分析的结果图:

太酷了,可以随时查看结果报告了!!!

5. 试试再来看个基因表达量吧:

这里的图片中有中文没有正常显示,

6. 再来出一个小提琴图

Perfect!! 可以远程遥控它做分析了,但其中的分析逻辑还是需要检验一下的,符合科研的严谨性!

今天先到这里吧,往后还要喊他做DEG和各种分析呢!

5

总结

本期我们花了2-3小时左右打通了手机和小龙虾的通信,并做了实验和测试,做到了通过手机控制它来进行分析和实时查看图。这里的权限配置和发送图片花了不少时间去调教,比如告诉它用什么方式去读取,什么方式来发送,果然培养一番它就学会了,哈哈。

我们可以看到AI时代,原来高门槛的单细胞分析也可以唾手可得。

当然在其中还是有很多技巧和检验的,我们一步步和大家分享。记得关注和转发!!谢谢

工欲善其事,必先利其器!

请跟随我们下一期进一步探索! 一步步做到SCI级的分析,需要完整流程和相关代码或者交流的都可以与我联系,欢迎!

关注本公众号(不关注明天就找不到了😂)

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  1. CONNECT:[ UseTime:0.000400s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000669s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000287s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000272s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000566s ]
  6. SELECT * FROM `set` [ RunTime:0.000258s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000698s ]
  8. SELECT * FROM `article` WHERE `id` = 476695 LIMIT 1 [ RunTime:0.000450s ]
  9. UPDATE `article` SET `lasttime` = 1776777077 WHERE `id` = 476695 [ RunTime:0.000631s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000259s ]
  11. SELECT * FROM `article` WHERE `id` < 476695 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000508s ]
  12. SELECT * FROM `article` WHERE `id` > 476695 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000489s ]
  13. SELECT * FROM `article` WHERE `id` < 476695 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000980s ]
  14. SELECT * FROM `article` WHERE `id` < 476695 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001007s ]
  15. SELECT * FROM `article` WHERE `id` < 476695 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001283s ]
0.089067s