Exam questions and answers from your material — automatically

The scenario reads material from документы, builds open-ended and multiple-choice questions with correct answers, and writes them to asproCloud.

  • Questions drawn from your own material
  • Open-ended and multiple-choice
  • Correct answers already included
  • Everything saved to asproCloud
Qdrant Vector StoreEmbeddings OpenAIDefault Data LoaderGoogle Docs
Connect Postgres PGVector Store and goScriptera

How it works

To move data from Postgres PGVector Store to asproCloud automatically, use a ready-made scenario — no manual exports.

  1. Starts when: When clicking ‘Test workflow’
  2. Then: Refresh collection
  3. Then: Get Doc
  4. Then: Converto di MD
  5. Then: Closed questions
  6. Check: Loop Over Items1
  7. Then: Answer and create options
  8. Then: Write closed
  9. Then: Convert to File
  10. Then: Qdrant Vector Store
  11. Then: Open questions
  12. Check: Loop Over Items
  13. Then: Answer questions
  14. Then: Write open
  15. Then: Create collection
  16. Then: Embeddings OpenAI
  17. Then: Default Data Loader
  18. Then: Token Splitter
  19. Then: Vector Store Retriever
  20. Then: Qdrant Vector Store1
  21. Then: Google Gemini Chat Model
  22. Then: Item List Output Parser
  23. Then: Google Gemini Chat Model1
  24. Then: Google Gemini Chat Model2
  25. Then: Item List Output Parser1
  26. Then: Google Gemini Chat Model3
  27. Then: Qdrant Vector Store2
  28. Then: Embeddings OpenAI2
  29. Then: Structured Output Parser
  30. Then: RAG
  31. Then: Google Gemini Chat Model4
  32. Then: Embeddings OpenAI1

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

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