Automation library · Hiring

Rank resumes by job description similarity with OpenRouter

Started by someone submitting a form. It calls services over plain HTTP rather than through connectors. 14 steps, 1 branch, 1 loop or waits: a working afternoon to understand properly.

Medium

14 stepsMedium: a working afternoon
1Branch: places the flow splits
1Loop or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Logic 6Service 7

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

  1. 1Resume Upload FormForm triggerStarts it
  2. 2Split Resume PDFsCodeLogic
  3. 3Create Job Description EmbeddingHttp RequestService
  4. 4Process Each ResumeSplit In BatchesLogic
  5. 5Generate RankingCodeLogic
  6. 6Convert PDF to Base64Extract From FileService
  7. 7Show ResultsFormService
  8. 8Restore PDF BinaryCodeLogic
  9. 9Extract PDF TextExtract From FileService
  10. 10Is Scanned PDF?IfLogic
  11. 11OCR Scanned PDFHttp RequestService
  12. 12Create Resume EmbeddingHttp RequestService
  13. 13Create Resume Embedding (OCR)Http RequestService
  14. 14Rank Resumes by SimilarityCodeLogic

How it's built

Starts on
Someone submitting a form
Steps
14, with 1 branch, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
None. This is plumbing, not judgement

Questions

What does it need to run?

An n8n account. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

Does it use AI?

No. Every step is fixed logic or a call to a service, so it does the same thing every time.

How long does it take to set up?

Plan an afternoon. 14 steps is enough that you should read each one before running it.

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 14 steps before you point it at anything that matters.