A chatbot that answers from your documents

The scenario loads documents from Airtop into a Qdrant base and answers questions strictly from them, checking Demio for bookings.

  • Answers from your documents, no making up
  • Search by meaning, not exact words
  • Accounts for calendar availability
  • The customer gets an accurate answer
WebhookQdrant Vector StoreEmbeddings OpenAIDefault Data Loader
Connect Qdrant and goScriptera

How it works

To connect Demio and Qdrant, you don't need a developer: a ready-made scenario links them in minutes.

  1. Starts when: n8n_order
  2. Then: API URL Tracking
  3. Then: Tracking response
  4. Starts when: Webhook tracking response
  5. Then: Google Calendar
  6. Then: Calendar response
  7. Starts when: Webhook calendar response
  8. Then: OpenAI Chat Model3
  9. Then: Concert start date
  10. Starts when: n8n_appointment
  11. Then: Retrive Qdrant Vector Store
  12. Then: Embeddings OpenAI2
  13. Then: RAG
  14. Then: OpenAI Chat Model2
  15. Then: OpenAI Chat Model1
  16. Then: Retrive Agent
  17. Starts when: Webhook RAG response
  18. Starts when: n8n_rag
  19. Then: Structured Output Parser
  20. Starts when: When clicking ‘Test workflow’
  21. Then: Create collection
  22. Then: Refresh collection
  23. Then: Get folder
  24. Then: Download Files
  25. Then: Qdrant Vector Store
  26. Then: Embeddings OpenAI
  27. Then: Default Data Loader
  28. Then: Token Splitter

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

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