A bot that answers from your documents, in a messenger

You send the bot a document in WhatsApp Business Cloud, it remembers it in Webflow, and then answers questions from the loaded documents right in the chat.

  • Answers from your documents
  • Load files right in the messenger
  • Searches by meaning, not by keyword
  • Formats long answers neatly
Embeddings Google GeminiDefault Data LoaderSupabase Vector Store
Set it up on your serverScriptera

How it works

To connect WhatsApp Business Cloud and Webflow, you don't need a developer: a ready-made scenario links them in minutes.

  1. Starts when: Telegram Trigger
  2. Check: Command Router
  3. If yes: Telegram - Download file
  4. Then: Extract from File
  5. Then: Supabase - Save Embeddings
  6. Then: Aggregate
  7. Then: Telegram - Embedding Complete
  8. Then: Send embedding Started message
  9. Then: Send processing document message
  10. If no: AI Agent
  11. Then: Handle formatting and split
  12. Then: Split Out
  13. Then: Manual Mapping
  14. Then: Telegram
  15. Then: Fallback- No formatting
  16. If no: Unsupported message
  17. Then: Google Gemini Chat Model
  18. Then: OpenWeatherMap
  19. Then: Think
  20. Then: Embeddings Google Gemini
  21. Then: Default Data Loader
  22. Then: Recursive Character Text Splitter
  23. Then: Answer questions with a vector store
  24. Then: Supabase Vector Store
  25. Then: Simple Memory

You can launch this WhatsApp Business Cloud + Webflow integration in Scriptera: describe the task in plain words — the scenario is built, launched and monitored for you.

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