为什么值得关注

其独特之处在于每个回答都基于用户自有数据，带有明确的证据分级和“未知即拒绝”策略，底层采用 Rust/WebAssembly 实现，具备真正的抗幻觉机制。

适合谁使用

希望集中管理和分析自身健康记录及可穿戴设备数据的个人用户
构建隐私优先健康分析或个人知识图谱应用的开发者
探索可信 AI 在个人健康数据领域应用的研究人员或临床医生

典型使用场景

在一处聚合并查询个人病历、化验结果和可穿戴设备遥测数据
获取关于自身健康历史的带引用、有证据评级的回答，避免幻觉
从基因组数据中监测药物相互作用或药物基因组学信息

项目优势

抗幻觉设计：包含来源溯源、验证器共识和红旗预警机制
完整的 Rust 核心实现，拥有 22 个包、153 项测试以及可运行的 WebAssembly 演示
隐私保护架构：本地优先的数据保险库、设备端推理、带 PII 门控的联邦学习
详尽的架构决策记录（30 项 ADR），涵盖临床安全、数据所有权和证据分级

使用前须知

尚未经监管法律顾问或临床顾问委员会审查
当前工作区不包括实时合作伙伴 API 认证和物理传感硬件
明确声明不构成医疗建议，在用于诊断或治疗建议前需要监管和临床治理

README 快速开始

Helix — Personal Health Intelligence (PHI)

Your entire body — every record, signal, and result — assembled into one living dossier. Private. Continual. Visual. And built so it can't make things up.

↑ the screenshots are clickable — they open the live demo (real Rust pipeline in WebAssembly)

▶ Live demo · the UI runs the real Rust pipeline compiled to WebAssembly

Helix is a mobile-first "functional-medicine specialist in your pocket." It ingests everything a person can know about their own body — EMR records, pharmacy history, phone and wearable telemetry, genome, lab panels, sleep, recovery, nutrition, subjective logs, and always-on ambient sensing — normalizes it into a single longitudinal personal health knowledge graph, and puts a conversational, multi-agent analyst on top of it.

The differentiator is not "another health chatbot." Every answer is grounded in the user's own data, traceable to its source, graded for evidence quality, and bounded by an explicit refuse-when-unknown policy.

Built on the ruvnet stack:

RuVector — self-learning vector + GraphRAG memory DB (the substrate of context).
Ruflo — multi-agent meta-harness with PII-gating, learning loops, and audit trails (the substrate of reasoning).
Cognitum Seed — always-on, contactless mmWave edge sensing (the continuous signal).
MetaHarness / Darwin Mode — the whole stack is minted as a branded harness that self-optimizes toward faithfulness while the underlying model stays frozen.

Repository layout

helix/
├── README.md                          ← this file
└── docs/
    ├── Helix-PHI-ADR-Product-Spec.md  ← the full product spec (v1.0.0, with diagrams)
    └── adr/
        ├── README.md                  ← ADR index
        └── ADR-001 … ADR-019          ← 19 detailed Architecture Decision Records

Start here

The product spec — vision, capability wish list, reference architecture, anti-hallucination design, roadmap, and the differentiation vs. ChatGPT Health.
The ADR index — the 19 load-bearing architecture decisions, each researched and evidence-graded.

The three decisions that make or break a product in this space: anti-hallucination / data-grounding ([ADR-005](docs/adr/ADR-005

项目描述

Helix — a private, local-first, anti-hallucination Personal Health Intelligence platform on the ruvnet stack (Ruflo + RuVector + Cognitum Seed + MetaHarness/Darwin).

helix