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Chatbot / RAG

Luminate Dental Chatbot

RAG-powered chatbot that answers patient questions and books appointments — around the clock.

24/7 patient answers. Zero staff required.

The Problem

Dental clinics lose potential patients when no one is available to answer questions or book appointments outside office hours.

How It Works
1

Embed clinic knowledge

Services, pricing, FAQs, and staff information are embedded into Supabase pgvector using Gemini Embedding 2.

2

Patient asks a question

The patient types a question in the chat widget on the clinic website — any time of day.

3

Vector search retrieves the right context

The question is converted to a vector and matched against the clinic's embedded knowledge. Only the most relevant chunks are retrieved.

4

Claude generates a grounded answer

The AI synthesizes a natural, accurate response based only on the clinic's actual data — no hallucinations, no generic AI filler.

5

Booking intent triggers a direct flow

If the patient wants to book, the chatbot routes them directly into the clinic's appointment booking flow.

Outcomes
  • Answers any patient question in under 2 seconds
  • Handles FAQs, pricing, services, and appointment booking
  • No staff involvement outside business hours
  • Live demo available — interact with it directly
Stack
Next.jsSupabasepgvectorGemini Embedding 2Python

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