Urology AI Chatbot with Contextual Knowledge Retrieval

This n8n workflow creates an intelligent medical Q&A chatbot specialized in Urology and Andrology, utilizing retrieval-augmented generation (RAG) with Pinecone and GPT-4o. When a user sends a message, the system triggers a series of steps where the input is processed, relevant medical documents are retrieved from a vector database, and a friendly, accurate response is generated. The process involves multiple nodes including a webhook trigger for receiving messages, embeddings generation, vector search in Pinecone for relevant articles, and GPT-4 models for understanding and responding. This workflow is ideal for healthcare providers or medical platforms that want to offer instant, trustworthy Urology-related advice based on a curated knowledge base, enhancing patient engagement and support.