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Extract data from resume and create PDF with Gotenberg

Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to OpenAI. 33 steps, 2 branches: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAI

Download free
33 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 5Logic 22Service 5

The steps in the order they run, from what starts it.

  1. 1OpenAI Chat ModelLm Chat Open AiModel
  2. 2OpenAI Chat Model1Lm Chat Open AiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4Telegram triggerTelegram triggerStarts it
  5. 5Parse resume dataChain LlmModel
  6. 6Auto-fixing Output ParserOutput Parser AutofixingModel
  7. 7AuthIfLogic
  8. 8Set parsed filedsSetLogic
  9. 9Check if start messageIfLogic
  10. 10No operation (unauthorized)No OpLogic
  11. 11Convert employment history to HTMLCodeLogic
  12. 12Convert education to HTMLCodeLogic
  13. 13Convert projects to HTMLCodeLogic
  14. 14Personal infoSetLogic
  15. 15Convert volunteering to HTMLCodeLogic
  16. 16TechnologiesSetLogic
  17. 17Get fileTelegramService
  18. 18No operation (start message)No OpLogic
  19. 19Employment historySetLogic
  20. 20EducationSetLogic
  21. 21ProjectsSetLogic
  22. 22Merge personal info and technologiesMergeLogic
  23. 23VolunteeringSetLogic
  24. 24Extract text from PDFExtract From FileService
  25. 25Merge education and employment historyMergeLogic
  26. 26Merge projects and volunteeringMergeLogic
  27. 27Merge allMergeLogic
  28. 28Merge other dataMergeLogic
  29. 29Set final dataSetLogic
  30. 30Convert raw to base64CodeLogic
  31. 31Convert to HTMLConvert To FileService
  32. 32Generate plain PDF docHttp RequestService
  33. 33Send PDF to the userTelegramService

How it's built

Starts on
An incoming Telegram message
Steps
33, with 2 branches
Size
Large: read it before trusting it with anything live
Connects to
Telegram
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 33 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 33 steps before you point it at anything that matters.