Riverside Clinic Reception Desk — AI Assistant
Classroom demo only. All patients and records on this screen are fictional. This tool never diagnoses conditions, never prescribes or recommends medication, and never replaces a doctor. Every suggestion it makes is labeled as an AI recommendation and must be confirmed by a doctor before anyone acts on it.

Patient queue

Sample front-desk data for this demo. Pick a patient below to start a chat.

Patient Reason for visit AI priority Doctor status

How this demo works

1. Pick a patient and describe their symptoms in plain language.
2. Click Analyze to send the description to a language model hosted on Hugging Face Inference Providers.
3. The model returns a short, plain-language note and a suggested urgency level — never a diagnosis.
4. A doctor reviews the suggestion in the Doctor Review panel and sets the final priority before the queue updates.

Patient intake chat

Hugging Face API settings

The token is kept only in this browser tab's memory — it is never saved to disk and is cleared when you reload the page. Because this is a plain static page, the token is visible to anyone with access to this browser tab, so only ever use a low-privilege demo token here, never a personal or production key. Check Hugging Face's Inference Providers docs for current model IDs and provider names.

AI priority recommendation

This is a suggestion only. It is not a diagnosis and is not medical advice.

Not yet analyzed Run an analysis to see a suggested urgency level here.

Doctor review

A doctor confirms or changes the final priority. Nothing updates the queue until a doctor submits this form.

Run an AI analysis above first, then a doctor can review it here.