Screening papers for a literature review

The scenario reads PDFs from Microsoft OneDrive, rates each paper against your criteria, sorts the fits by theme into Qdrant and Webflow, and sets the rejects aside.

  • Screening papers by strict criteria
  • Rated without reading each in full
  • Sorted into sub-themes
  • Search by meaning in Qdrant
Default Data LoaderEmbeddings Google GeminiQdrant Vector Store
Connect Qdrant and goScriptera

How it works

To move data from Microsoft OneDrive to Webflow automatically, use a ready-made scenario — no manual exports.

  1. Starts when: When clicking ‘Execute workflow’
  2. Then: Search files and folders
  3. Check: Loop Over Items
  4. Then: Download PDF
  5. Then: Extract PDF Text
  6. Then: Cut of bibliography
  7. Then: SLR Agent
  8. Check: If
  9. If yes: Scoring Agent
  10. Check: Route to sub topic
  11. If yes: Vector Store - collection 1
  12. Then: Move file to included folder2
  13. If no: Vector Store - collection 2
  14. Then: Move file to included folder1
  15. If no: Vector Store - collection 3
  16. Then: Move file to included folder
  17. Then: Log Included folder
  18. If no: Log Excluded Paper
  19. Then: Move file to Excluded Folder
  20. Then: Default Data Loader
  21. Then: Default Data Loader1
  22. Then: Default Data Loader2
  23. Then: Embeddings Google Gemini
  24. Then: Embeddings Google Gemini1
  25. Then: Embeddings Google Gemini2
  26. Then: Structured Output Parser
  27. Then: Google Gemini Chat Model1
  28. Then: Structured Output Parser1
  29. Then: Google Gemini Chat Model3
  30. Then: OpenAI Chat Model
  31. Then: OpenAI Chat Model1

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

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