# Sirona AI — Project Credits & Technology Attribution

Sirona AI is built using vanilla web technologies, native client-side web APIs, and state-of-the-art AI inference integrations. This project is developed, maintained, and operated by **Team Syntax** (the MedIntelli engineering group).

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## 👨‍💻 Core Engineering & Product Design

### **Team Syntax**
* **Project Lead / Founder:** `syntax-savage` ([founder.medintelli@gmail.com](mailto:founder.medintelli@gmail.com))
* **Clinical Safety Architecture:** Implementation of the multi-tier safety shield, Category A/B/C input filtering, and automatic emergency override lockouts.
* **Offline-First PWA Core:** Native service worker design (`sw.js`) and local storage sandbox mapping for guest-mode safety caching.
* **Ambient Audio Synthesis:** Dynamic native audio engine mapping client-side oscillators and binaural audio channels.

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## 🤖 AI & Voice Synthesis Integrations

We acknowledge the following foundational platforms and APIs that drive Sirona AI’s cognitive features:

| Integration / API | Core Role | Model / Version |
| :--- | :--- | :--- |
| **Groq API** | Real-time clinical symptom analysis, differential diagnostic matching, and conversational support. | `meta-llama/llama-4-scout-17b-16e-instruct` |
| **ElevenLabs** | Empathetic speech synthesis voice overlay for the mindfulness avatar. | `eleven_monolingual_v1` |
| **Web Speech API** | Local client-side voice transcription fallback and native browser TTS. | Browser-native |

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## 📊 Client Libraries & Front-End Design

Aesthetic interfaces, interactive charts, and premium layout components are powered by:

* **Chart.js:** Client-side telemetry tracking, rendering pain distributions, weekly consultation velocity, and user diagnostics on the dashboard.
* **HTML2PDF.js:** Converts high-fidelity clinical triage HTML dossiers directly into clean, printable A4 PDF exports.
* **Remix Icon:** Integrated vector symbols library for high-resolution medical, UI, and navigation icons.
* **Google Fonts (Outfit):** The primary modern typeface driving visual hierarchy and aesthetic layouts across all pages.
* **Lottie-web:** SVG animation player driving the high-fidelity splash screen loading animations.

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## ☁️ Cloud & Database Infrastructure

* **Google Firebase Auth:** Handles secure user login, registration, onboarding transitions, and guest credentials setup.
* **Cloud Firestore:** Real-time database synchronization for user profiles, emergency Medical IDs, and consultation histories.

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## 🧬 Medical Registry Attribution

Sirona AI's LLM prompt construction relies on structure and terminology aligned with global medical datasets. We express gratitude to the creators and maintainers of these registries:

* **PubMed (NLM):** Peer-reviewed research reference matching.
* **OpenFDA:** Real-time adverse drug reactions and recall lists.
* **World Health Organization (WHO):** Global healthcare protocols and outbreak alerts.
* **Centers for Disease Control (CDC):** Epidemiological guidelines and pathogen reference sheets.
* **ICD-11 (WHO):** Standardized international codes for disease classification.
* **SNOMED CT:** Comprehensive clinical vocabulary mappings for symptom tagging.
* **RxNorm (NLM):** Nomenclature database for clinical drug ingredients.
* **DailyMed (FDA):** Official repository of FDA drug label inserts and warnings.
* **MedlinePlus (NLM):** Layperson patient education material.

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## 🧘 Sound Design & Binaural Synthesis

* **Web Audio API:** Standard Web Audio context oscillator nodes, biquad filter nodes, and gain controls for the custom ambient mixer, synthesized fully client-side.

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*Thank you to all clinicians, researchers, and open-source software developers who contribute to the datasets, APIs, and frameworks that make Sirona AI possible.*