Medical Q&A chatbot for urology using RAG with Pinecone and GPT-4o

Medical Q&A Chatbot for Urology using RAG with Pinecone and GPT-4o

This template provides an AI-powered Q&A assistant for the Urology domain using Retrieval-Augmented Generation (RAG). It uses Pinecone for vector search and GPT-4o for conversational responses.

🧠 Use Case

This chatbot is designed for clinics or medical pages that want to automate question answering for Urology-related conditions. It uses a vector store of domain knowledge to return verified responses.

🔧 Requirements

- ✅ OpenAI API key (GPT-4o or GPT-4o-mini) - ✅ Pinecone account with an active index - ✅ Verified Urology documents embedded into Pinecone

⚙️ Setup Instructions

1. Create a Pinecone vector index and connect it using the Pinecone credentials node. 2. Upload Urology-related documents to embed using the Create Embeddings for Urology Docs node. 3. Customize the chatbot system message to reflect your medical specialty. 4. Deploy this chatbot on your website or link it with Telegram via the chat trigger node.