Automation library · Hiring

Tailor your Google Docs CV to any job with Ollama and Groq

Started by someone submitting a form, and works across Google Docs and Google Drive. It hands the judgement calls to Groq and a local model. 20 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Groq, a local model

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20 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 2Model 4Logic 10Service 4

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

  1. 1CV Input FormForm triggerStarts it
  2. 2Ollama Chat ModelLm Chat OllamaModel
  3. 3Groq Chat ModelLm Chat GroqModel
  4. 4Extract Doc ID & Job URLCodeLogic
  5. 5Keyword Extraction ChainChain LlmModel
  6. 6Replacement Generation ChainChain LlmModel
  7. 7Read CV from Google DocsGoogle DocsService
  8. 8Parse KeywordsCodeLogic
  9. 9Parse AI ResponseCodeLogic
  10. 10Extract CV TextCodeLogic
  11. 11Prepare Replacement InputCodeLogic
  12. 12Check for ErrorsIfLogic
  13. 13Scrape Job PageHttp RequestService
  14. 14Copy Original CVGoogle DriveService
  15. 15Error OutputCodeLogic
  16. 16Extract Job Text from HTMLCodeLogic
  17. 17Build Replace RequestsCodeLogic
  18. 18Apply Replacements to CopyHttp RequestService
  19. 19Changes SummaryCodeLogic
  20. 20Redirect to CVRespond To WebhookStarts it

How it's built

Starts on
Someone submitting a form
Steps
20, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Docs, Google Drive
Model
Groq, a local model

Questions

What does it need to run?

An n8n account, plus your own Google Docs and Google Drive accounts, and a key for Groq and a local model. 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?

Yes. It calls Groq and a local model. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 20 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 20 steps before you point it at anything that matters.