A site assistant that answers from your own pages

The scenario crawls your site with Firecrawl, stores the page content in qdrant and answers customers strictly from it, handing hard questions to a human via почта.

  • Answers come from your pages, not from imagination
  • The site indexes itself — new pages get picked up
  • Duplicates and junk URLs are filtered out during the crawl
  • Hard questions go to a human via почта instead of going unanswered
Gmail ToolQdrant Vector StoreDefault Data LoaderMap SiteEmbeddings Mistral Cloud