# AI-powered CV filtering with Llama3.1 LLM and Google Drive: n8n workflow

> Started by another system calling it, and works across Google Drive and Google Sheets. It hands the judgement calls to a local model.

Source: https://millionrounds.com/workflow/ai-powered-cv-filtering-with-llama3-1-llm-and-google-drive (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Hiring](https://millionrounds.com/workflows?category=Hiring#library)

# AI-powered CV filtering with Llama3.1 LLM and Google Drive

Started by another system calling it, and works across Google Drive and Google Sheets. It hands the judgement calls to a local model. 15 steps, 1 loop or waits: a working afternoon to understand properly.

Medium Calls a model: a local model

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fai-powered-cv-filtering-with-llama3-1-llm-and-google-drive)

**15 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**1** Loop or waits

**2** Services it connects to

## The flow

Starts it 2 Model 4 Logic 4 Service 5

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

- 1 **Ollama Model** Lm Ollama *Model*
- 2 **Structured Output Parser** Output Parser Structured *Model*
- 3 **Webhook** Webhook *Starts it*
- 4 **Basic LLM Chain** Chain Llm *Model*
- 5 **Auto-fixing Output Parser** Output Parser Autofixing *Model*
- 6 **Folder-search** Google Drive *Service*
- 7 **Code** Code *Logic*
- 8 **Loop Over Items** Split In Batches *Logic*
- 9 **Output-sheet** Google Sheets *Service*
- 10 **Respond to Webhook** Respond To Webhook *Starts it*
- 11 **Download-file** Google Drive *Service*
- 12 **Input-criteria** Google Sheets *Service*
- 13 **Extract from PDF** Extract From File *Service*
- 14 **Merge** Merge *Logic*
- 15 **Aggregate** Aggregate *Logic*

## How it's built

- **Starts on:** Another system calling it
- **Steps:** 15, 1 loop or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Google Drive, Google Sheets
- **Model:** a local model

## Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

Does it use AI?

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

How long does it take to set up?

Plan an afternoon. 15 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 15 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fai-powered-cv-filtering-with-llama3-1-llm-and-google-drive)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Google Drive](https://millionrounds.com/workflows?service=Google+Drive#library)[Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)

## Workflows like it

Also hiring, with the same services where possible, closest in size first.

- [**AI Resume Customizer: Scrape Jobs, Tailor & Email Hiring Managers** 15 steps · calls a model · Gmail, Google Docs](https://millionrounds.com/workflow/ai-resume-customizer-scrape-jobs-tailor-and-email-hiring-man)
- [**Automate CV screening and candidate scoring with Gemini** 15 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/automate-cv-screening-and-candidate-scoring-with-gemini)
- [**Automate job applications with OpenAI and LinkedIn** 15 steps · calls a model · Gmail, Google Docs](https://millionrounds.com/workflow/automate-job-applications-with-openai-and-linkedin)
- [**Generate Financial Risk Reports from ElevenLabs interviews** 15 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/generate-financial-risk-reports-from-elevenlabs-interviews)
- [**Optimize Resumes & Generate Cover Letters with Gemini** 15 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/optimize-resumes-and-generate-cover-letters-with-gemini)
- [**Resume screening & candidate routing with OpenAI and Jotform** 15 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/resume-screening-and-candidate-routing-with-openai-and-jotfo)