S360-008Cross-IndustryCustom AI Agents

RAG Chatbot

AI chatbot that answers questions from any website's content

The problem

Businesses needed a way to provide instant, accurate answers to customer questions based on their existing website content without manual FAQ maintenance.

What we built

Built a RAG chatbot using n8n, OpenAI embeddings, LangChain & Supabase that crawls any website via Crawl4AI, creates vector embeddings, and answers questions with source-cited responses.

AI Agents & Intelligent Systems — architecture sketch

Results

  • Instant answers from any website content
  • Source-cited responses for trust and accuracy
  • Zero manual FAQ maintenance

See it

demo media in preparation — architecture sketch shown

Stack

n8nOpenAILangChainSupabaseCrawl4AI

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