Answers from your PDFs right in WhatsApp Business Cloud

Drop PDFs into Box or send them to WhatsApp Business Cloud — the scenario adds them to the Pgvector knowledge base and answers questions from the documents right in the chat.

  • Answers from your documents, not generic text
  • Picks up new files from storage on its own
  • You can send a PDF right in the chat
  • Ask in plain language
Default Data LoaderEmbeddings Mistral CloudPostgres PGVector StoreWebhook
Connect Pgvector and goScriptera

How it works

To create Box records from Pgvector without manual input, use a ready-made scenario.

  1. Starts when: Run Ingestion
  2. Then: List All File Names
  3. Check: Loop Over Items
  4. Then: Download Corresponding File
  5. Then: Send PDF File
  6. Then: Default Data Loader
  7. Then: Azure OpenAI Chat Model1
  8. Then: AI Agent
  9. Then: Embeddings Mistral Cloud
  10. Then: Postgres PGVector Store
  11. Starts when: PDF Ingest Webhook
  12. Then: Token Splitter
  13. Then: Postgres PGVector Store2
  14. Then: Embeddings Mistral Cloud2
  15. Starts when: Telegram Trigger
  16. Check: If Text Message Received
  17. If yes: AI Agent2
  18. Then: Send a Text Message
  19. If no: If PDF File Received
  20. If yes: Approve Ingestion
  21. Check: If User Approved
  22. If yes: Download PDF File
  23. Then: Send Downloaded PDF File
  24. Then: Send Finished Message
  25. If no: User Dissapproved
  26. If no: Send Refusal Message
  27. Then: Azure OpenAI Chat Model3
  28. Then: Postgres PGVector Store3
  29. Then: Embeddings Mistral Cloud3
  30. Then: Simple Memory
  31. Then: Simple Memory2
  32. Starts when: Chat Trigger

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

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