Turn websites into RAG chatbot knowledge bases with Apify, OpenAI and Pinecone

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This n8n template transforms any website into a fully functional RAG-ready chatbot knowledge base. It crawls sites using the AI Training Data Scraper community node, chunks content intelligently, generates embeddings, and stores everything in Pinecone for semantic search-powered conversations. Perfect for turning documentation, blogs, or marketing sites into instant AI chat assistants. Use cases Convert documentation sites into intelligent support chatbots Build product knowledge bases from mar