Local Agentic AI for Healthcare — RAG + CAG on a Low-Cost LLM

An interactive walkthrough of a trustworthy clinical AI that runs entirely offline on cheap hardware. Press play, click any node, or explore the advanced capabilities below.

A reference design — AI for Humanity: low-cost, offline, private clinical AI within reach of rural clinics, field medicine, and under-resourced settings, not just well-funded hospitals.

Patient Orchestration Specialized agent Knowledge (CAG / RAG) Local model Safeguard Clinician

Why local Offline-first PHI on-device (HIPAA) No per-token cost Cheap hardware Cite-or-refuse Local audit

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Quantized open LLM (GGUF) · CAG (KV-cache) · on-device FHIR + vector RAG · offline-first · HIPAA by design Atiqul Islam · atiqulislam.dev

Reference design (not a shipped product). Switch to Vertical 9:16 and screen-record for a social clip. Click a node for detail.

Advanced capabilities — engineered for a top-1% local clinical AI

Production-grade capabilities layered on the core stack. Click any card to see where it lives in the architecture.

Runs on a ~$300 mini-PC 100% offline-capable 0 PHI egress $0 per-token cost Hot-swappable LoRA adapters

Illustrative design targets — not benchmarks.

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