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Datrix:以Gemma 4与汝之数据语——图表、机器学习模型,无需编程
Nonso Dev · 2026-05-24 · via DEV Community

此乃投于Gemma 4之赛:以Gemma 4筑之

所筑何物

Datrix,乃数据之聊器也——上传数据集,询以问题,得图示及训练之ML模型。无需代码。
交互图表——以平实之语求可视化,即得浏览器中呈现、可互之图。


机器学习模型训练——请求训练模型,则存于会话之中,以备同此对话中后续预测之用
图像输入——附报告之截图或白板之照片,并就数据问之
本地或云端——Gemma 4 E4B于Ollama全离线运行(~9.6 GB RAM,无GPU),或经OpenRouter使用31B模型以行重分析

所支持之格式:CSV、Excel、JSON、Parquet,及图像至二百兆字节者。

Hero Image

演示

代码

datrix-gemma GitHub Repository

吾之用Gemma 4

二五六千字符之窗

数据分析,其性多回合,或探索,或精炼,或回溯。256K之上下文窗,使Datrix得将全数据集之架构、会话之图表、对话之历史,悉纳于每一请求。Gemma 4恒有全貌在胸。

代码生成与自纠

每询皆化为一Python之脚本。Gemma 4为之书,沙盒行之,倘有失,则回溯至Gemma 4,自动修正之。

无需额外模型或OCR设置。图像直接入Gemma 4请求,与余下对话同处处理.

本地模式与敏感数据

世之欲析者,多在人事之籍、财货之账、病患之记、内务之度,此等数据,不可托于云端之API。以Gemma 4 E4B,经Ollama而运行于本地,则万物皆存于汝机。同此体验,尽得私秘,无需GPU之助。

欲求思辨精深,而其机不能容31B之模者,可取OpenRouter,此为易径。然若汝机能堪,亦可引之gemma4:31b 依 Ollama 运行,且尽在本地施行。(需约 20 GB RAM,以 4 位量化,建议 32 GB 以便舒用) — 无数据离器,全智推理之力。