Turn any website into an AI support chatbot with OpenAI and Pinecone

Complete AI support system using website data (RAG pipeline)

This template provides a full end-to-end Retrieval-Augmented Generation (RAG) system using n8n. It includes two connected workflows:

1. A data ingestion pipeline that crawls a website and stores its content in a vector database. 2. A customer support chatbot that retrieves this knowledge and answers user queries in real time.

Together, these workflows allow you to turn any public website into an intelligent AI-powered support assistant grounded in real business data.

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Use cases

- AI customer support chatbot for your website - Internal company knowledge assistant - Product FAQ automation - Helpdesk or IT support bot - AI receptionist for services - Semantic search over company content

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