# Tailor your Google Docs CV to any job with Ollama and Groq: n8n workflow

> 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.

Source: https://millionrounds.com/workflow/tailor-your-google-docs-cv-to-any-job-with-ollama-and-groq (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)

# 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.

Medium Calls a model: Groq, a local model

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Ftailor-your-google-docs-cv-to-any-job-with-ollama-and-groq)

**20 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 2 Model 4 Logic 10 Service 4

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

- 1 **CV Input Form** Form trigger *Starts it*
- 2 **Ollama Chat Model** Lm Chat Ollama *Model*
- 3 **Groq Chat Model** Lm Chat Groq *Model*
- 4 **Extract Doc ID & Job URL** Code *Logic*
- 5 **Keyword Extraction Chain** Chain Llm *Model*
- 6 **Replacement Generation Chain** Chain Llm *Model*
- 7 **Read CV from Google Docs** Google Docs *Service*
- 8 **Parse Keywords** Code *Logic*
- 9 **Parse AI Response** Code *Logic*
- 10 **Extract CV Text** Code *Logic*
- 11 **Prepare Replacement Input** Code *Logic*
- 12 **Check for Errors** If *Logic*
- 13 **Scrape Job Page** Http Request *Service*
- 14 **Copy Original CV** Google Drive *Service*
- 15 **Error Output** Code *Logic*
- 16 **Extract Job Text from HTML** Code *Logic*
- 17 **Build Replace Requests** Code *Logic*
- 18 **Apply Replacements to Copy** Http Request *Service*
- 19 **Changes Summary** Code *Logic*
- 20 **Redirect to CV** Respond To Webhook *Starts 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.

## 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%2Ftailor-your-google-docs-cv-to-any-job-with-ollama-and-groq)
- **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 Docs](https://millionrounds.com/workflows?service=Google+Docs#library)[Google Drive](https://millionrounds.com/workflows?service=Google+Drive#library)

## Workflows like it

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

- [**AI resume analysis & candidate evaluation with Slack** 20 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/ai-resume-analysis-and-candidate-evaluation-with-slack)
- [**Analyze your resume against LinkedIn jobs with OpenAI** 20 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/analyze-your-resume-against-linkedin-jobs-with-openai)
- [**Automated resume screening & interview scheduling with Gmail** 20 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/automated-resume-screening-and-interview-scheduling-with-gma)
- [**Tailor resumes to RemoteOK jobs with OpenAI** 20 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/tailor-resumes-to-remoteok-jobs-with-openai)
- [**Bulk resume screening & JD matching with OpenAI** 21 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/bulk-resume-screening-and-jd-matching-with-openai)
- [**Generate tailored CV and Cover Letter from job links** 19 steps · calls a model · Google Docs, Google Sheets](https://millionrounds.com/workflow/generate-tailored-cv-and-cover-letter-from-job-links)