Medical Q&A Chatbot for Urology using RAG with Pinecone and GPT-4o
n8n template #3670Summary
Use templateMedical 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 Create a Pinecone vector index and connect it using the
Hand off to your agent
Prompt
Help me set up the n8n workflow "Medical Q&A Chatbot for Urology using RAG with Pinecone and GPT-4o" (https://n8n.io/workflows/3670). It uses: AI Agent, Embeddings OpenAI, OpenAI Chat Model, Simple Memory, Pinecone Vector Store, Vector Store Question Answer Tool. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
AI AgentEmbeddings OpenAIOpenAI Chat ModelSimple MemoryPinecone Vector StoreVector Store Question Answer Tool
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