Automation library · Hiring

Automated resume screening & ranking with Llama

Started by an event in a connected app, and works across Gmail, Google Docs, Google Drive and Google Sheets. It hands the judgement calls to Groq. 11 steps: a working afternoon to understand properly.

MediumCalls a model: Groq

11 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
4Services it connects to

The flow

Starts it 1Model 2Service 8

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

  1. 1Google Drive - Resume CV File CreatedGoogle Drive triggerStarts it
  2. 2Gmail:NotificationGmail ToolService
  3. 3Gdrive:Move-To-Reject-FolderGoogle Drive ToolService
  4. 4Gdrive:Move-To-KIV-FolderGoogle Drive ToolService
  5. 5Gdrive:Move-To-Shortlisted-FolderGoogle Drive ToolService
  6. 6Gsheet: Update Candidate TrackerGoogle Sheets ToolService
  7. 7Groq - llama 4 AI MODELLm Chat GroqModel
  8. 8Download Resume File From GdriveGoogle DriveService
  9. 9AI AgentAgentModel
  10. 10Extract from FileExtract From FileService
  11. 11GDocs - Get Job DescGoogle DocsService

How it's built

Starts on
An event in a connected app
Steps
11
Size
Medium: a working afternoon
Connects to
Gmail, Google Docs, Google Drive, Google Sheets
Model
Groq

Questions

What does it need to run?

An n8n account, plus your own Gmail, Google Docs, Google Drive and Google Sheets accounts, and a key for Groq. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an event in a connected app.

Does it use AI?

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

How long does it take to set up?

Plan an afternoon. 11 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 11 steps before you point it at anything that matters.