Your partner for rigorous, reproducible science. 严谨、可复现科研的得力伙伴。
A local-first AI agent for biomedical research — it plans multi-step analyses, runs them on your own machine, and produces auditable artifacts. Your data never leaves the lab.
面向生物医学研究的本地优先 AI 智能体——它规划多步分析、在你自己的机器上运行,产出可审计的成果。你的数据始终不出实验室。
Local-first · data stays in the lab 本地优先 · 数据留在实验室
- Read AnnData · QC & normalize读取 AnnData · 质控与归一化
- Leiden clustering · UMAPLeiden 聚类 · UMAP 降维
- Annotating cell types by marker genes…按 marker 基因注释细胞类型… run_python · rank_genes_groups → 9 clusters · CD3D⁺ T, MS4A1⁺ B, LYZ⁺ monocytes … reviewer verifying→ 9 个簇 · CD3D⁺ T、MS4A1⁺ B、LYZ⁺ 单核 … 审查智能体核查中
Runs where your data lives.在数据所在之处运行。
HelixMind builds environments and manages compute on your laptop, your cluster, or GPUs on demand. It drafts a plan, asks before reaching new resources, and lets you review or revoke any decision.HelixMind 在你的笔记本、集群或按需 GPU 上构建环境、管理算力。它先拟定计划,动用新资源前先征询,任何决定你都能审阅或撤销。
Large or sensitive datasets never have to leave the systems they're already on.大体量或敏感数据无需离开它们本就所在的系统。
Real analysis you can trust — and reproduce.可信、可复现的真分析。
HelixMind turns a model that reasons into a partner that acts, checks itself, and shows its work.HelixMind 把「会推理的模型」变成「会动手、会自检、会摊开过程」的研究伙伴。
Reproducible artifacts可复现的成果
Every figure, number, and manuscript traces back to the exact code that produced it. Nothing is untraceable; anyone can re-run the pipeline end to end.每一张图、每一个数字、每一份稿件,都能回溯到生成它的确切代码。没有无源之数;任何人都能把流程端到端重跑一遍。
Built-in scientific renderers内置科学渲染器
Sequences, 3D structures, phylogenies, alignments and pathology slides render inline, right beside a live notebook and terminal — no exporting, no context-switching.序列、三维结构、系统发育树、比对、病理切片就在实时 notebook 与终端旁内联渲染——无需导出、无需来回切换。
Results that check themselves会自检的结果
As the pipeline runs, a reviewer agent inspects each step — flagging bad citations, untraceable numbers, and figures that don't match their code — and corrects as it goes.流程运行时,审查智能体逐步检查——标出错误引用、无源数字、与代码不符的图表——并边跑边纠正。